Modified: spamassassin/trunk/rulesrc/scores/scores-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set1?rev=1917228&r1=1917227&r2=1917228&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set1 Sun Apr 21 02:50:02 2024
@@ -1,266 +1,292 @@
-# Using score set 1 logs for revision 1916951 from:
-# ham-net-ena-week0.r1916951.log ham-net-ena-week1.r1916951.log ham-net-ena-week2.r1916951.log ham-net-ena-week3.r1916951.log ham-net-ena-week4.r1916951.log ham-net-giovanni-ham.r1916951.log ham-net-giovanni-spammy.r1916951.log ham-net-giovanni-spam.r1916951.log ham-net-grenier.r1916951.log ham-net-hege.r1916951.log ham-net-jhardin.r1916951.log ham-net-llanga.r1916951.log ham-net-mmiroslaw-mails-ham.r1916951.log ham-net-mmiroslaw-mails-spam.r1916951.log ham-net-spamsponge.r1916951.log ham-net-tsz-corpus.r1916951.log ham-net-whyscream.r1916951.log spam-net-ena-week0.r1916951.log spam-net-ena-week1.r1916951.log spam-net-ena-week2.r1916951.log spam-net-ena-week3.r1916951.log spam-net-ena-week4.r1916951.log spam-net-giovanni-ham.r1916951.log spam-net-giovanni-spammy.r1916951.log spam-net-giovanni-spam.r1916951.log spam-net-grenier.r1916951.log spam-net-hege.r1916951.log spam-net-jhardin.r1916951.log spam-net-llanga.r1916951.log spam-net-mmiroslaw-mails-ham.r1916951.log spam-net-mmirosla
w-mails-spam.r1916951.log spam-net-spamsponge.r1916951.log spam-net-tsz-corpus.r1916951.log spam-net-whyscream.r1916951.log
+# Using score set 1 logs for revision 1917178 from:
+# ham-net-ena-week0.r1917178.log ham-net-ena-week1.r1917178.log ham-net-ena-week2.r1917178.log ham-net-ena-week3.r1917178.log ham-net-ena-week4.r1917178.log ham-net-giovanni-ham.r1917178.log ham-net-giovanni-spammy.r1917178.log ham-net-giovanni-spam.r1917178.log ham-net-grenier.r1917178.log ham-net-hege.r1917178.log ham-net-jhardin.r1917178.log ham-net-mmiroslaw-mails-ham.r1917178.log ham-net-mmiroslaw-mails-spam.r1917178.log ham-net-spamsponge.r1917178.log ham-net-tsz-corpus.r1917178.log ham-net-whyscream.r1917178.log spam-net-ena-week0.r1917178.log spam-net-ena-week1.r1917178.log spam-net-ena-week2.r1917178.log spam-net-ena-week3.r1917178.log spam-net-ena-week4.r1917178.log spam-net-giovanni-ham.r1917178.log spam-net-giovanni-spammy.r1917178.log spam-net-giovanni-spam.r1917178.log spam-net-grenier.r1917178.log spam-net-hege.r1917178.log spam-net-jhardin.r1917178.log spam-net-mmiroslaw-mails-ham.r1917178.log spam-net-mmiroslaw-mails-spam.r1917178.log spam-net-spamsponge.r1917178.lo
g spam-net-tsz-corpus.r1917178.log spam-net-whyscream.r1917178.log
-score ACCT_PHISHING_MANY 2.997
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 0.430
-score ADMITS_SPAM 3.096
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.421
+score ADMITS_SPAM 1.556
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.009
-score ADVANCE_FEE_3_NEW 1.705
+score ADVANCE_FEE_2_NEW_MONEY 0.352
+score ADVANCE_FEE_3_NEW 1.424
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.929
-score ADVANCE_FEE_4_NEW 2.166
+score ADVANCE_FEE_3_NEW_MONEY 1.607
+score ADVANCE_FEE_4_NEW 3.357
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.397
+score ADVANCE_FEE_5_NEW 1.345
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.133
-score AD_PREFS 0.254
-score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.096
-score BIGNUM_EMAILS_FREEM 2.649
-score BITCOIN_DEADLINE 0.962
-score BITCOIN_EXTORT_01 0.134
-score BITCOIN_MALWARE 2.204
-score BITCOIN_OBFU_SUBJ 3.496
-score BITCOIN_ONAN 1.509
-score BITCOIN_PAY_ME 1.596
-score BITCOIN_SPAM_02 1.155
-score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 2.299
-score BITCOIN_SPAM_09 1.498
-score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 1.497
-score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.975
+score ADVANCE_FEE_5_NEW_MONEY 3.153
+score AD_PREFS 0.333
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score APOSTROPHE_TOCC 0.001
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_X_FF_SEZ_S 3.099
+score BIGNUM_EMAILS_FREEM 2.927
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 2.349
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALWARE 2.849
+score BITCOIN_OBFU_SUBJ 3.499
+score BITCOIN_ONAN 0.648
+score BITCOIN_PAY_ME 0.494
+score BITCOIN_SPAM_02 0.001
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 2.412
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_SPAM_08 1.415
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_TOEQFM 0.974
+score BITCOIN_VISTA 2.100
+score BITCOIN_XPRIO 2.499
+score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.185
-score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 2.434
-score CANT_SEE_AD 0.475
-score CK_HELO_GENERIC 0.248
-score COMPENSATION 0.682
+score BODY_URI_ONLY 0.001
+score BOGUS_MIME_VERSION 0.001
+score BOGUS_MSM_HDRS 2.177
+score CANT_SEE_AD 2.049
+score CK_HELO_GENERIC 0.249
+score CN_B2B_SPAMMER 2.199
+score COMPENSATION 1.499
+score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -1.995
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_HIGH -0.420
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
-score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 3.469
-score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.497
-score FBI_MONEY 0.334
-score FBI_SPOOF 1.742
+score DSN_NO_MIMEVERSION 1.999
+score DYNAMIC_IMGUR 1.966
+score ENCRYPTED_MESSAGE -1.000
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 0.601
+score FBI_SPOOF 1.476
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.386
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.667
-score FONT_INVIS_POSTEXTRAS 2.964
-score FORGED_SPF_HELO 1.300
-score FORM_FRAUD 0.998
+score FONT_INVIS_HTML_NOHTML 2.486
+score FONT_INVIS_LONG_LINE 2.550
+score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_NORDNS 1.716
+score FONT_INVIS_POSTEXTRAS 2.973
+score FORGED_SPF_HELO 0.001
+score FORM_FRAUD 0.001
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.417
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 1.548
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FROM_ADDR_WS 0.001
+score FROM_BANK_NOAUTH 0.001
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.436
-score FROM_GOV_SPOOF 0.998
-score FROM_IN_TO_AND_SUBJ 1.997
+score FROM_FMBLA_NEWDOM14 0.568
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -1.000
+score FROM_GOV_SPOOF 0.999
+score FROM_IN_TO_AND_SUBJ 0.785
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.390
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
-score FROM_MISSP_FREEMAIL 0.103
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.784
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 0.001 # force non-zero
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
-score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_REPLYTO 0.001 # force non-zero
+score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_PAYPAL_SPOOF 1.597
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_UNBAL1 2.397
+score FROM_NTLD_REPLY_FREEMAIL 0.845
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.450
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_UNBAL1 2.299
+score FROM_UNBAL2 2.199
score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 2.896
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_WSP_TRAIL 2.944
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.396
-score FUZZY_IMPORTANT 2.398
-score FUZZY_PRIVACY 2.696
-score GB_BITCOIN_CP 1.042
-score GB_BITCOIN_NH 2.996
+score FUZZY_AMAZON 0.001
+score FUZZY_CLICK_HERE 3.500
+score FUZZY_IMPORTANT 1.557
+score FUZZY_PRIVACY 2.699
+score FUZZY_WALLET 1.800
+score GB_BITCOIN_CP 3.000
+score GB_BITCOIN_NH 2.999
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.568
-score GOOG_MALWARE_DNLD 2.843
-score GOOG_REDIR_NORDNS 1.228
-score GOOG_STO_IMG_HTML 2.320
-score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.098
+score GB_FAKE_RF_SHORT 1.999
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GB_HASHBL_BTC 3.314
+score GOOG_MALWARE_DNLD 4.999
+score GOOG_REDIR_NORDNS 1.180
+score GOOG_STO_IMG_HTML 2.224
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.994
-score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.900
-score HK_NAME_MR_MRS 0.998
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
+score HELO_NO_DOMAIN 0.151
+score HK_LOTTO 0.947
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.877
-score HOSTED_IMG_FREEM 1.041
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HREF_EMPTY_NORDNS 0.001
-score HTML_BADATTR 0.998
-score HTML_ENTITY_ASCII 2.996
+score HOSTED_IMG_DIRECT_MX 2.168
+score HOSTED_IMG_FREEM 1.827
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HREF_EMPTY_NORDNS 1.479
+score HREF_EMPTY_PHPMAIL 1.115
+score HTML_BADATTR 0.999
+score HTML_ENTITY_ASCII 2.504
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.992
-score HTML_TEXT_INVISIBLE_FONT 0.068
-score HTML_TEXT_INVISIBLE_STYLE 0.722
-score IMG_ONLY_FM_DOM_INFO 2.497
-score KHOP_HELO_FCRDNS 0.001
-score KHOP_UNSUB_EMAIL 2.596
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 2.426
+score HTML_TEXT_INVISIBLE_FONT 0.001 # force non-zero
+score HTML_TEXT_INVISIBLE_STYLE 1.746
+score IMG_ONLY_FM_DOM_INFO 2.499
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.400
+score KHOP_UNSUB_EMAIL 1.200
score LIST_PARTIAL_SHORT_MSG 0.001
-score LONG_HEX_URI 2.934
-score LONG_IMG_URI 0.444
-score LONG_INVISIBLE_TEXT 2.268
+score LONGLN_LOW_CONTRAST 2.047
+score LONG_HEX_URI 2.174
+score LONG_IMG_URI 0.692
+score LONG_INVISIBLE_TEXT 1.827
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MANY_SUBDOM 2.596
-score MAY_BE_FORGED 1.109
+score MALFORMED_FREEMAIL 1.187
+score MALWARE_NORDNS 1.299
+score MALW_ATTACH 2.199
+score MANY_SPAN_IN_TEXT 2.099
+score MANY_SUBDOM 2.499
+score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.997
-score MIXED_ES 1.897
-score MIXED_HREF_CASE 1.997
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIME_NO_TEXT 1.999
+score MIXED_ES 2.500
+score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.135
+score MONEY_FRAUD_8 1.183
score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 1.997
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.464
-score MSGID_NOFQDN1 2.195
-score NA_DOLLARS 0.001 # force non-zero
-score NICE_REPLY_A -2.457
+score MONEY_NOHTML 0.767
+score MSGID_NOFQDN1 1.801
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -1.237
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.095
-score OBFU_TEXT_ATTACH 1.086
-score ODD_FREEM_REPTO 2.501
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 0.998
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.070
-score PDS_DBL_URL_TNB_RUNON 1.667
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.584
-score PDS_FROM_2_EMAILS 2.177
-score PDS_FROM_NAME_TO_DOMAIN 0.605
-score PDS_HELO_SPF_FAIL 1.217
+score NSL_RCVD_HELO_USER 0.181
+score OBFU_TEXT_ATTACH 1.209
+score ODD_FREEM_REPTO 1.416
+score PDS_BAD_THREAD_QP_64 0.001
+score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001
+score PDS_DBL_URL_TNB_RUNON 0.252
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 0.528
+score PDS_FROM_2_EMAILS 2.311
+score PDS_FROM_NAME_TO_DOMAIN 0.713
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.997
-score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.855
+score PDS_OTHER_BAD_TLD 1.999
+score PHP_ORIG_SCRIPT 1.779
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 1.077
score RCVD_IN_IADB_COURT -0.001
-score RCVD_IN_IADB_LEG_MAND -0.001
+score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
score RCVD_IN_MSPIKE_H2 -0.001
-score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.206
-score RISK_FREE 2.016
-score SCC_BOGUS_CTE_1 3.347
-score SCC_CANSPAM_1 0.489
-score SCC_CANSPAM_2 1.269
-score SCC_ISEMM_LID_1B 1.498
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.326
-score SHORT_IMG_SUSP_NTLD 1.499
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 2.999
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score REPTO_419_FRAUD_HM 1.912
+score RISK_FREE 0.330
+score SCC_BOGUS_CTE_1 3.268
+score SCC_CANSPAM_1 0.001
+score SCC_CANSPAM_2 0.203
+score SCC_ISEMM_LID_1B 1.499
+score SERGIO_SUBJECT_VIAGRA01 2.499
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.219
+score SHORTENER_SHORT_IMG 1.530
+score SHORT_IMG_SUSP_NTLD 0.608
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.467
-score SPOOF_GMAIL_MID 1.498
+score SPOOFED_FREEM_REPTO 2.499
+score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_SUBJ 1.997
-score TEQF_USR_POLITE 1.770
-score THIS_AD 1.043
-score THIS_IS_ADV_SUSP_NTLD 0.936
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_FROM 1.999
+score SUSP_UTF8_WORD_SUBJ 1.999
+score TEQF_USR_POLITE 1.993
+score THIS_AD 1.111
+score THIS_IS_ADV_SUSP_NTLD 0.579
+score TINY_FLOAT 2.699
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.596
+score TO_EQ_FM_DOM_HTML_IMG 2.499
+score TO_EQ_FM_DOM_HTML_ONLY 1.656
score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.888
-score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_FROM_MSSP 1.811
+score TO_NO_BRKTS_HTML_IMG 1.198
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.070
-score TO_NO_BRKTS_PCNT 2.497
-score TVD_APPROVED 2.696
-score TVD_PH_7 2.996
-score TVD_SPACE_ENCODED 2.287
+score TO_NO_BRKTS_NORDNS_HTML 0.001
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_APPROVED 2.699
+score TVD_PH_7 2.016
+score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 1.344
-score UNDISC_FREEM 2.896
-score UNDISC_MONEY 3.196
-score UNICODE_OBFU_ASC 2.098
+score UC_GIBBERISH_OBFU 2.026
+score UNDISC_FREEM 2.899
+score UNDISC_MONEY 3.299
+score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.498
-score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 2.097
-score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 3.197
-score URI_ONLY_LOW_CONTRAST 2.497
-score URI_PHISH 0.808
-score URI_TRY_3LD 1.997
-score URI_WP_DIRINDEX 2.312
-score URI_WP_HACKED 3.097
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.996
-score VISTA_COST 2.302
-score VISTA_TONOM_EQ_TOLOC 0.143
-score WIKI_IMG 3.096
-score WORD_INVIS 1.892
-score WORD_INVIS_MANY 2.996
+score URI_AZURE_CLOUDAPP 2.999
+score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
+score URI_GOOGLE_PROXY 1.800
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 1.224
+score URI_ONLY_LOW_CONTRAST 1.905
+score URI_PHISH 0.001
+score URI_PHP_REDIR 1.287
+score URI_TRY_3LD 1.999
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 2.372
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.999
+score VISTA_COST 2.106
+score VISTA_TONOM_EQ_TOLOC 0.138
+score WIKI_IMG 3.099
+score WORD_INVIS 0.822
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.497
-score XM_RANDOM 2.497
-score XM_RECPTID 2.394
+score XM_LIGHT_HEAVY 2.500
+score XM_RANDOM 2.499
+score XM_RECPTID 1.923
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 0.497
score XPRIO_VISTA 0.001
-score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 2.531
+score YOUR_DELIVERY_ADDRESS 1.249
+score YOU_INHERIT 2.546
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -276,15 +302,12 @@ score ALIBABA_IMG_NOT_RCVD_ALI 1.0
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
-score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
-score BITCOIN_SPAM_05 1.000
score BITCOIN_SPAM_06 1.000
-score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
@@ -295,7 +318,6 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score COMMENT_GIBBERISH 1.000
score CONTENT_AFTER_HTML 1.000
-score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BL 1.000
score DKIMWL_BLOCKED 0.001
@@ -306,7 +328,6 @@ score FACEBOOK_IMG_NOT_RCVD_FB 1.0
score FONT_INVIS_DOTGOV 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
-score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_NEWDOM_BTC 1.000
@@ -314,7 +335,6 @@ score FROM_NTLD_LINKBAIT 1.0
score FROM_NUMBERO_NEWDOMAIN 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
@@ -325,18 +345,16 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
-score HREF_EMPTY_PHPMAIL 1.000
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
-score JH_SPAMMY_HEADERS 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
@@ -344,8 +362,8 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
-score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -363,7 +381,6 @@ score OBFU_BITCOIN 1.0
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
-score PHP_ORIG_SCRIPT 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -378,8 +395,6 @@ score RDNS_NUM_TLD_XM 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
-score REPTO_419_FRAUD_GM_LOOSE 1.000
-score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
score REPTO_419_FRAUD_QQ 1.000
@@ -404,11 +419,9 @@ score TAGSTAT_IMG_NOT_RCVD_TGST 1.0
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
score TW_GIBBERISH_MANY 1.000
-score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
-score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
@@ -418,11 +431,11 @@ score URI_IMG_WP_REDIR 1.0
score URI_LONG_REPEAT 1.000
score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
-score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score XM_DIGITS_ONLY 1.000
+score XPRIO_SHORT_SUBJ 1.000
# in active.list but have no hits in recent corpus
score SENDGRID_REDIR 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1917228&r1=1917227&r2=1917228&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Apr 21 02:50:02 2024
@@ -9,213 +9,212 @@ score AC_HTML_NONSENSE_TAGS 1.9
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.099
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.813
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_3_NEW_MONEY 0.482
-score ADVANCE_FEE_4_NEW 2.550
+score ADVANCE_FEE_2_NEW_MONEY 0.809
+score ADVANCE_FEE_3_NEW 3.500
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_3_NEW_MONEY 0.415
+score ADVANCE_FEE_4_NEW 2.556
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.383
+score ADVANCE_FEE_5_NEW 2.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.985
-score AD_PREFS 0.229
-score AMAZON_IMG_NOT_RCVD_AMZN 2.252
+score ADVANCE_FEE_5_NEW_MONEY 2.135
+score AD_PREFS 0.039
+score AMAZON_IMG_NOT_RCVD_AMZN 2.251
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 2.999
-score BIGNUM_EMAILS_FREEM 2.287
-score BITCOIN_DEADLINE 2.875
-score BITCOIN_EXTORT_01 2.009
-score BITCOIN_MALWARE 1.498
+score BIGNUM_EMAILS_FREEM 1.865
+score BITCOIN_DEADLINE 1.601
+score BITCOIN_EXTORT_01 2.000
+score BITCOIN_MALWARE 1.146
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 0.637
+score BITCOIN_ONAN 1.003
score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 0.001
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 2.577
+score BITCOIN_TOEQFM 2.561
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 2.828
+score BODY_URI_ONLY 2.734
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.542
-score CANT_SEE_AD 2.499
-score CK_HELO_GENERIC 0.249
+score BOGUS_MSM_HDRS 1.294
+score CANT_SEE_AD 0.871
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.848
+score DEAR_BENEFICIARY 0.840
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.480
-score ENCRYPTED_MESSAGE -0.999
+score DYNAMIC_IMGUR 2.947
+score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 0.412
-score FBI_SPOOF 1.418
-score FILL_THIS_FORM 0.172
+score FBI_MONEY 0.869
+score FBI_SPOOF 0.419
+score FILL_THIS_FORM 0.169
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.807
-score FONT_INVIS_LONG_LINE 2.316
+score FONT_INVIS_HTML_NOHTML 2.689
+score FONT_INVIS_LONG_LINE 2.319
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.638
-score FORM_FRAUD 0.999
+score FONT_INVIS_POSTEXTRAS 2.648
+score FORM_FRAUD 1.000
score FORM_FRAUD_3 2.699
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 1.605
+score FROM_ADDR_WS 1.695
score FROM_IN_TO_AND_SUBJ 1.799
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.653
+score FROM_MISSP_EH_MATCH 0.658
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.115
+score FROM_MISSP_PHISH 0.098
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.773
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 0.867
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.399
-score FROM_WSP_LEAD 2.699
+score FROM_WSP_LEAD 2.650
score FROM_WSP_TRAIL 3.099
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.599
score FUZZY_IMPORTANT 2.499
score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 2.703
-score GB_BITCOIN_NH 2.766
+score GB_BITCOIN_CP 2.589
+score GB_BITCOIN_NH 2.688
score GB_CUSTOM_HTM_URI 1.041
-score GB_FAKE_RF_SHORT 1.937
+score GB_FAKE_RF_SHORT 1.940
score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 2.601
-score GOOG_STO_IMG_HTML 2.505
+score GOOG_REDIR_NORDNS 2.596
+score GOOG_STO_IMG_HTML 2.500
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.148
-score HDR_ORDER_FTSDMCXX_DIRECT 1.460
-score HDR_ORDER_FTSDMCXX_NORDNS 0.672
+score HDRS_MISSP 2.145
+score HDR_ORDER_FTSDMCXX_DIRECT 1.457
+score HDR_ORDER_FTSDMCXX_NORDNS 0.676
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.751
+score HK_NAME_FM_MR_MRS 0.750
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.292
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_ENVFROM 0.382
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 2.535
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.499
+score HOSTED_IMG_DIRECT_MX 3.482
+score HOSTED_IMG_FREEM 2.532
+score HOSTED_IMG_MULTI_PUB_01 3.000
+score HREF_EMPTY_NORDNS 0.498
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.401
+score HTML_TAG_BALANCE_CENTER 2.402
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 0.042
-score IMG_ONLY_FM_DOM_INFO 2.500
-score KHOP_FAKE_EBAY 0.028
-score KHOP_HELO_FCRDNS 0.399
+score HTML_TEXT_INVISIBLE_STYLE 0.001
+score IMG_ONLY_FM_DOM_INFO 2.499
+score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.462
+score LONGLN_LOW_CONTRAST 2.401
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.151
-score LONG_INVISIBLE_TEXT 1.724
+score LONG_IMG_URI 0.150
+score LONG_INVISIBLE_TEXT 1.785
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MALFORMED_FREEMAIL 2.685
-score MANY_SUBDOM 2.599
+score MALFORMED_FREEMAIL 2.667
+score MANY_SUBDOM 2.600
score MAY_BE_FORGED 1.999
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001 # force non-zero
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
score MIXED_ES 1.799
-score MIXED_HREF_CASE 1.931
-score MONEY_ATM_CARD 0.001
+score MIXED_HREF_CASE 1.938
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.059
-score MONEY_FREEMAIL_REPTO 2.556
+score MONEY_FRAUD_8 3.599
+score MONEY_FREEMAIL_REPTO 2.622
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_NOFQDN1 0.001
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.411
+score NICE_REPLY_A -3.786
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.665
-score ODD_FREEM_REPTO 3.000
+score NSL_RCVD_HELO_USER 1.350
+score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.001
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 0.258
-score PDS_FROM_2_EMAILS 0.645
-score PDS_FROM_NAME_TO_DOMAIN 1.429
-score PDS_HP_HELO_NORDNS 0.897
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.490
+score PDS_FROM_2_EMAILS 0.555
+score PDS_FROM_NAME_TO_DOMAIN 1.199
+score PDS_HP_HELO_NORDNS 0.896
score PDS_OTHER_BAD_TLD 1.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.925
+score RATWARE_NO_RDNS 1.144
score READY_TO_SHIP 1.250
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 1.398
+score REPTO_419_FRAUD_GM 1.404
score RISK_FREE 0.001
-score SCC_BOGUS_CTE_1 0.973
-score SCC_CANSPAM_1 2.096
-score SCC_CANSPAM_2 2.249
+score SCC_BOGUS_CTE_1 0.971
+score SCC_CANSPAM_1 2.101
+score SCC_CANSPAM_2 2.250
score SCC_ISEMM_LID_1B 1.499
score SERGIO_SUBJECT_VIAGRA01 2.599
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.001
+score SHORT_IMG_SUSP_NTLD 0.984
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.348
-score SPOOF_GMAIL_MID 1.500
-score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.500
+score SPOOFED_FREEMAIL_NO_RDNS 0.350
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 0.001 # force non-zero
+score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.898
-score THIS_IS_ADV_SUSP_NTLD 0.726
+score THIS_AD 1.943
+score THIS_IS_ADV_SUSP_NTLD 1.372
score TINY_FLOAT 2.799
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.412
+score TO_EQ_FM_DOM_HTML_IMG 2.399
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.995
+score TO_NAME_SUBJ_NO_RDNS 2.841
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.685
+score TO_NO_BRKTS_HTML_IMG 1.691
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.148
+score TO_NO_BRKTS_MSFT 1.150
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.699
-score TVD_PH_7 2.783
+score TVD_PH_7 2.801
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.962
-score TVD_SUBJ_NUM_OBFU_MINFP 0.172
+score TVD_SPACE_RATIO_MINFP 1.961
+score TVD_SUBJ_NUM_OBFU_MINFP 0.856
score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.499
score UNICODE_OBFU_ASC 2.499
@@ -223,26 +222,26 @@ score UNICODE_OBFU_ZW_MANY 0.0
score URI_CLOUDFLAREIPFS 2.499
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.200
+score URI_IMG_CWINDOWSNET 3.198
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.399
+score URI_PHISH 2.398
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.705
+score VFY_ACCT_NORDNS 2.889
score VISTA_COST 0.569
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.199
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.500
+score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XPRIO 0.001
-score XPRIO_VISTA 0.001 # force non-zero
+score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.999
+score YOU_INHERIT 3.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1917228&r1=1917227&r2=1917228&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Apr 21 02:50:02 2024
@@ -1,266 +1,292 @@
-# Using score set 1 logs for revision 1916951 from:
-# ham-net-ena-week0.r1916951.log ham-net-ena-week1.r1916951.log ham-net-ena-week2.r1916951.log ham-net-ena-week3.r1916951.log ham-net-ena-week4.r1916951.log ham-net-giovanni-ham.r1916951.log ham-net-giovanni-spammy.r1916951.log ham-net-giovanni-spam.r1916951.log ham-net-grenier.r1916951.log ham-net-hege.r1916951.log ham-net-jhardin.r1916951.log ham-net-llanga.r1916951.log ham-net-mmiroslaw-mails-ham.r1916951.log ham-net-mmiroslaw-mails-spam.r1916951.log ham-net-spamsponge.r1916951.log ham-net-tsz-corpus.r1916951.log ham-net-whyscream.r1916951.log spam-net-ena-week0.r1916951.log spam-net-ena-week1.r1916951.log spam-net-ena-week2.r1916951.log spam-net-ena-week3.r1916951.log spam-net-ena-week4.r1916951.log spam-net-giovanni-ham.r1916951.log spam-net-giovanni-spammy.r1916951.log spam-net-giovanni-spam.r1916951.log spam-net-grenier.r1916951.log spam-net-hege.r1916951.log spam-net-jhardin.r1916951.log spam-net-llanga.r1916951.log spam-net-mmiroslaw-mails-ham.r1916951.log spam-net-mmirosla
w-mails-spam.r1916951.log spam-net-spamsponge.r1916951.log spam-net-tsz-corpus.r1916951.log spam-net-whyscream.r1916951.log
+# Using score set 1 logs for revision 1917178 from:
+# ham-net-ena-week0.r1917178.log ham-net-ena-week1.r1917178.log ham-net-ena-week2.r1917178.log ham-net-ena-week3.r1917178.log ham-net-ena-week4.r1917178.log ham-net-giovanni-ham.r1917178.log ham-net-giovanni-spammy.r1917178.log ham-net-giovanni-spam.r1917178.log ham-net-grenier.r1917178.log ham-net-hege.r1917178.log ham-net-jhardin.r1917178.log ham-net-mmiroslaw-mails-ham.r1917178.log ham-net-mmiroslaw-mails-spam.r1917178.log ham-net-spamsponge.r1917178.log ham-net-tsz-corpus.r1917178.log ham-net-whyscream.r1917178.log spam-net-ena-week0.r1917178.log spam-net-ena-week1.r1917178.log spam-net-ena-week2.r1917178.log spam-net-ena-week3.r1917178.log spam-net-ena-week4.r1917178.log spam-net-giovanni-ham.r1917178.log spam-net-giovanni-spammy.r1917178.log spam-net-giovanni-spam.r1917178.log spam-net-grenier.r1917178.log spam-net-hege.r1917178.log spam-net-jhardin.r1917178.log spam-net-mmiroslaw-mails-ham.r1917178.log spam-net-mmiroslaw-mails-spam.r1917178.log spam-net-spamsponge.r1917178.lo
g spam-net-tsz-corpus.r1917178.log spam-net-whyscream.r1917178.log
-score ACCT_PHISHING_MANY 2.997
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 0.430
-score ADMITS_SPAM 3.096
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.421
+score ADMITS_SPAM 1.556
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.009
-score ADVANCE_FEE_3_NEW 1.705
+score ADVANCE_FEE_2_NEW_MONEY 0.352
+score ADVANCE_FEE_3_NEW 1.424
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.929
-score ADVANCE_FEE_4_NEW 2.166
+score ADVANCE_FEE_3_NEW_MONEY 1.607
+score ADVANCE_FEE_4_NEW 3.357
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.397
+score ADVANCE_FEE_5_NEW 1.345
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.133
-score AD_PREFS 0.254
-score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.096
-score BIGNUM_EMAILS_FREEM 2.649
-score BITCOIN_DEADLINE 0.962
-score BITCOIN_EXTORT_01 0.134
-score BITCOIN_MALWARE 2.204
-score BITCOIN_OBFU_SUBJ 3.496
-score BITCOIN_ONAN 1.509
-score BITCOIN_PAY_ME 1.596
-score BITCOIN_SPAM_02 1.155
-score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 2.299
-score BITCOIN_SPAM_09 1.498
-score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 1.497
-score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.975
+score ADVANCE_FEE_5_NEW_MONEY 3.153
+score AD_PREFS 0.333
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score APOSTROPHE_TOCC 0.001
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_X_FF_SEZ_S 3.099
+score BIGNUM_EMAILS_FREEM 2.927
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 2.349
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALWARE 2.849
+score BITCOIN_OBFU_SUBJ 3.499
+score BITCOIN_ONAN 0.648
+score BITCOIN_PAY_ME 0.494
+score BITCOIN_SPAM_02 0.001
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 2.412
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_SPAM_08 1.415
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_TOEQFM 0.974
+score BITCOIN_VISTA 2.100
+score BITCOIN_XPRIO 2.499
+score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.185
-score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 2.434
-score CANT_SEE_AD 0.475
-score CK_HELO_GENERIC 0.248
-score COMPENSATION 0.682
+score BODY_URI_ONLY 0.001
+score BOGUS_MIME_VERSION 0.001
+score BOGUS_MSM_HDRS 2.177
+score CANT_SEE_AD 2.049
+score CK_HELO_GENERIC 0.249
+score CN_B2B_SPAMMER 2.199
+score COMPENSATION 1.499
+score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -1.995
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_HIGH -0.420
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
-score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 3.469
-score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.497
-score FBI_MONEY 0.334
-score FBI_SPOOF 1.742
+score DSN_NO_MIMEVERSION 1.999
+score DYNAMIC_IMGUR 1.966
+score ENCRYPTED_MESSAGE -1.000
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 0.601
+score FBI_SPOOF 1.476
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.386
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.667
-score FONT_INVIS_POSTEXTRAS 2.964
-score FORGED_SPF_HELO 1.300
-score FORM_FRAUD 0.998
+score FONT_INVIS_HTML_NOHTML 2.486
+score FONT_INVIS_LONG_LINE 2.550
+score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_NORDNS 1.716
+score FONT_INVIS_POSTEXTRAS 2.973
+score FORGED_SPF_HELO 0.001
+score FORM_FRAUD 0.001
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.417
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 1.548
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FROM_ADDR_WS 0.001
+score FROM_BANK_NOAUTH 0.001
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.436
-score FROM_GOV_SPOOF 0.998
-score FROM_IN_TO_AND_SUBJ 1.997
+score FROM_FMBLA_NEWDOM14 0.568
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -1.000
+score FROM_GOV_SPOOF 0.999
+score FROM_IN_TO_AND_SUBJ 0.785
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.390
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
-score FROM_MISSP_FREEMAIL 0.103
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.784
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 0.001 # force non-zero
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
-score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_REPLYTO 0.001 # force non-zero
+score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_PAYPAL_SPOOF 1.597
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_UNBAL1 2.397
+score FROM_NTLD_REPLY_FREEMAIL 0.845
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.450
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_UNBAL1 2.299
+score FROM_UNBAL2 2.199
score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 2.896
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_WSP_TRAIL 2.944
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.396
-score FUZZY_IMPORTANT 2.398
-score FUZZY_PRIVACY 2.696
-score GB_BITCOIN_CP 1.042
-score GB_BITCOIN_NH 2.996
+score FUZZY_AMAZON 0.001
+score FUZZY_CLICK_HERE 3.500
+score FUZZY_IMPORTANT 1.557
+score FUZZY_PRIVACY 2.699
+score FUZZY_WALLET 1.800
+score GB_BITCOIN_CP 3.000
+score GB_BITCOIN_NH 2.999
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.568
-score GOOG_MALWARE_DNLD 2.843
-score GOOG_REDIR_NORDNS 1.228
-score GOOG_STO_IMG_HTML 2.320
-score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.098
+score GB_FAKE_RF_SHORT 1.999
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GB_HASHBL_BTC 3.314
+score GOOG_MALWARE_DNLD 4.999
+score GOOG_REDIR_NORDNS 1.180
+score GOOG_STO_IMG_HTML 2.224
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.994
-score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.900
-score HK_NAME_MR_MRS 0.998
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
+score HELO_NO_DOMAIN 0.151
+score HK_LOTTO 0.947
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.877
-score HOSTED_IMG_FREEM 1.041
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HREF_EMPTY_NORDNS 0.001
-score HTML_BADATTR 0.998
-score HTML_ENTITY_ASCII 2.996
+score HOSTED_IMG_DIRECT_MX 2.168
+score HOSTED_IMG_FREEM 1.827
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HREF_EMPTY_NORDNS 1.479
+score HREF_EMPTY_PHPMAIL 1.115
+score HTML_BADATTR 0.999
+score HTML_ENTITY_ASCII 2.504
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.992
-score HTML_TEXT_INVISIBLE_FONT 0.068
-score HTML_TEXT_INVISIBLE_STYLE 0.722
-score IMG_ONLY_FM_DOM_INFO 2.497
-score KHOP_HELO_FCRDNS 0.001
-score KHOP_UNSUB_EMAIL 2.596
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 2.426
+score HTML_TEXT_INVISIBLE_FONT 0.001 # force non-zero
+score HTML_TEXT_INVISIBLE_STYLE 1.746
+score IMG_ONLY_FM_DOM_INFO 2.499
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.400
+score KHOP_UNSUB_EMAIL 1.200
score LIST_PARTIAL_SHORT_MSG 0.001
-score LONG_HEX_URI 2.934
-score LONG_IMG_URI 0.444
-score LONG_INVISIBLE_TEXT 2.268
+score LONGLN_LOW_CONTRAST 2.047
+score LONG_HEX_URI 2.174
+score LONG_IMG_URI 0.692
+score LONG_INVISIBLE_TEXT 1.827
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MANY_SUBDOM 2.596
-score MAY_BE_FORGED 1.109
+score MALFORMED_FREEMAIL 1.187
+score MALWARE_NORDNS 1.299
+score MALW_ATTACH 2.199
+score MANY_SPAN_IN_TEXT 2.099
+score MANY_SUBDOM 2.499
+score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.997
-score MIXED_ES 1.897
-score MIXED_HREF_CASE 1.997
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIME_NO_TEXT 1.999
+score MIXED_ES 2.500
+score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.135
+score MONEY_FRAUD_8 1.183
score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 1.997
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.464
-score MSGID_NOFQDN1 2.195
-score NA_DOLLARS 0.001 # force non-zero
-score NICE_REPLY_A -2.457
+score MONEY_NOHTML 0.767
+score MSGID_NOFQDN1 1.801
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -1.237
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.095
-score OBFU_TEXT_ATTACH 1.086
-score ODD_FREEM_REPTO 2.501
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 0.998
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.070
-score PDS_DBL_URL_TNB_RUNON 1.667
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.584
-score PDS_FROM_2_EMAILS 2.177
-score PDS_FROM_NAME_TO_DOMAIN 0.605
-score PDS_HELO_SPF_FAIL 1.217
+score NSL_RCVD_HELO_USER 0.181
+score OBFU_TEXT_ATTACH 1.209
+score ODD_FREEM_REPTO 1.416
+score PDS_BAD_THREAD_QP_64 0.001
+score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001
+score PDS_DBL_URL_TNB_RUNON 0.252
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 0.528
+score PDS_FROM_2_EMAILS 2.311
+score PDS_FROM_NAME_TO_DOMAIN 0.713
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.997
-score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.855
+score PDS_OTHER_BAD_TLD 1.999
+score PHP_ORIG_SCRIPT 1.779
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 1.077
score RCVD_IN_IADB_COURT -0.001
-score RCVD_IN_IADB_LEG_MAND -0.001
+score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
score RCVD_IN_MSPIKE_H2 -0.001
-score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.206
-score RISK_FREE 2.016
-score SCC_BOGUS_CTE_1 3.347
-score SCC_CANSPAM_1 0.489
-score SCC_CANSPAM_2 1.269
-score SCC_ISEMM_LID_1B 1.498
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.326
-score SHORT_IMG_SUSP_NTLD 1.499
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 2.999
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score REPTO_419_FRAUD_HM 1.912
+score RISK_FREE 0.330
+score SCC_BOGUS_CTE_1 3.268
+score SCC_CANSPAM_1 0.001
+score SCC_CANSPAM_2 0.203
+score SCC_ISEMM_LID_1B 1.499
+score SERGIO_SUBJECT_VIAGRA01 2.499
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.219
+score SHORTENER_SHORT_IMG 1.530
+score SHORT_IMG_SUSP_NTLD 0.608
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.467
-score SPOOF_GMAIL_MID 1.498
+score SPOOFED_FREEM_REPTO 2.499
+score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_SUBJ 1.997
-score TEQF_USR_POLITE 1.770
-score THIS_AD 1.043
-score THIS_IS_ADV_SUSP_NTLD 0.936
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_FROM 1.999
+score SUSP_UTF8_WORD_SUBJ 1.999
+score TEQF_USR_POLITE 1.993
+score THIS_AD 1.111
+score THIS_IS_ADV_SUSP_NTLD 0.579
+score TINY_FLOAT 2.699
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.596
+score TO_EQ_FM_DOM_HTML_IMG 2.499
+score TO_EQ_FM_DOM_HTML_ONLY 1.656
score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.888
-score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_FROM_MSSP 1.811
+score TO_NO_BRKTS_HTML_IMG 1.198
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.070
-score TO_NO_BRKTS_PCNT 2.497
-score TVD_APPROVED 2.696
-score TVD_PH_7 2.996
-score TVD_SPACE_ENCODED 2.287
+score TO_NO_BRKTS_NORDNS_HTML 0.001
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_APPROVED 2.699
+score TVD_PH_7 2.016
+score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 1.344
-score UNDISC_FREEM 2.896
-score UNDISC_MONEY 3.196
-score UNICODE_OBFU_ASC 2.098
+score UC_GIBBERISH_OBFU 2.026
+score UNDISC_FREEM 2.899
+score UNDISC_MONEY 3.299
+score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.498
-score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 2.097
-score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 3.197
-score URI_ONLY_LOW_CONTRAST 2.497
-score URI_PHISH 0.808
-score URI_TRY_3LD 1.997
-score URI_WP_DIRINDEX 2.312
-score URI_WP_HACKED 3.097
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.996
-score VISTA_COST 2.302
-score VISTA_TONOM_EQ_TOLOC 0.143
-score WIKI_IMG 3.096
-score WORD_INVIS 1.892
-score WORD_INVIS_MANY 2.996
+score URI_AZURE_CLOUDAPP 2.999
+score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
+score URI_GOOGLE_PROXY 1.800
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 1.224
+score URI_ONLY_LOW_CONTRAST 1.905
+score URI_PHISH 0.001
+score URI_PHP_REDIR 1.287
+score URI_TRY_3LD 1.999
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 2.372
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.999
+score VISTA_COST 2.106
+score VISTA_TONOM_EQ_TOLOC 0.138
+score WIKI_IMG 3.099
+score WORD_INVIS 0.822
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.497
-score XM_RANDOM 2.497
-score XM_RECPTID 2.394
+score XM_LIGHT_HEAVY 2.500
+score XM_RANDOM 2.499
+score XM_RECPTID 1.923
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 0.497
score XPRIO_VISTA 0.001
-score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 2.531
+score YOUR_DELIVERY_ADDRESS 1.249
+score YOU_INHERIT 2.546
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -276,15 +302,12 @@ score ALIBABA_IMG_NOT_RCVD_ALI 1.0
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
-score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
-score BITCOIN_SPAM_05 1.000
score BITCOIN_SPAM_06 1.000
-score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
@@ -295,7 +318,6 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score COMMENT_GIBBERISH 1.000
score CONTENT_AFTER_HTML 1.000
-score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BL 1.000
score DKIMWL_BLOCKED 0.001
@@ -306,7 +328,6 @@ score FACEBOOK_IMG_NOT_RCVD_FB 1.0
score FONT_INVIS_DOTGOV 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
-score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_NEWDOM_BTC 1.000
@@ -314,7 +335,6 @@ score FROM_NTLD_LINKBAIT 1.0
score FROM_NUMBERO_NEWDOMAIN 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
@@ -325,18 +345,16 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
-score HREF_EMPTY_PHPMAIL 1.000
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
-score JH_SPAMMY_HEADERS 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
@@ -344,8 +362,8 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
-score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -363,7 +381,6 @@ score OBFU_BITCOIN 1.0
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
-score PHP_ORIG_SCRIPT 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -378,8 +395,6 @@ score RDNS_NUM_TLD_XM 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
-score REPTO_419_FRAUD_GM_LOOSE 1.000
-score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
score REPTO_419_FRAUD_QQ 1.000
@@ -404,11 +419,9 @@ score TAGSTAT_IMG_NOT_RCVD_TGST 1.0
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
score TW_GIBBERISH_MANY 1.000
-score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
-score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
@@ -418,11 +431,11 @@ score URI_IMG_WP_REDIR 1.0
score URI_LONG_REPEAT 1.000
score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
-score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score XM_DIGITS_ONLY 1.000
+score XPRIO_SHORT_SUBJ 1.000
# in active.list but have no hits in recent corpus
score SENDGRID_REDIR 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1917228&r1=1917227&r2=1917228&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Apr 21 02:50:02 2024
@@ -1,10 +1,10 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 565879 62.718% (99.441% of non-spam corpus)
-# Correctly spam: 257675 28.559% (77.332% of spam corpus)
-# False positives: 3181 0.353% (0.559% of nonspam, 57113 weighted)
-# False negatives: 75531 8.371% (22.668% of spam, 135716 weighted)
+# Correctly non-spam: 565872 62.717% (99.440% of non-spam corpus)
+# Correctly spam: 257053 28.490% (77.145% of spam corpus)
+# False positives: 3188 0.353% (0.560% of nonspam, 57223 weighted)
+# False negatives: 76153 8.440% (22.855% of spam, 138844 weighted)
# Average score for spam: 7.2 nonspam: 0.4
# Average for false-pos: 6.1 false-neg: 1.8
# TOTAL: 902266 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 70612 99.41%
-# Correctly spam: 32310 77.82%
+# Correctly spam: 32289 77.77%
# False positives: 419 0.59%
-# False negatives: 9208 22.18%
-# TCR(l=50): 1.376683 SpamRecall: 77.822% SpamPrec: 98.720%
+# False negatives: 9229 22.23%
+# TCR(l=50): 1.375725 SpamRecall: 77.771% SpamPrec: 98.719%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1917228&r1=1917227&r2=1917228&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Apr 21 02:50:02 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 552104 61.993% (99.577% of non-spam corpus)
-# Correctly spam: 281736 31.635% (83.814% of spam corpus)
-# False positives: 2345 0.263% (0.423% of nonspam, 103113 weighted)
-# False negatives: 54409 6.109% (16.186% of spam, 90289 weighted)
-# Average score for spam: 12.1 nonspam: -1.4
-# Average for false-pos: 7.3 false-neg: 1.7
-# TOTAL: 890594 100.00%
+# Correctly non-spam: 228767 40.363% (99.246% of non-spam corpus)
+# Correctly spam: 276285 48.747% (82.161% of spam corpus)
+# False positives: 1737 0.306% (0.754% of nonspam, 203279 weighted)
+# False negatives: 59988 10.584% (17.839% of spam, 105529 weighted)
+# Average score for spam: 10.5 nonspam: -0.6
+# Average for false-pos: 8.0 false-neg: 1.8
+# TOTAL: 566777 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 68945 99.55%
-# Correctly spam: 35155 83.89%
-# False positives: 310 0.45%
-# False negatives: 6749 16.11%
-# TCR(l=50): 1.883410 SpamRecall: 83.894% SpamPrec: 99.126%
+# Correctly non-spam: 28657 99.28%
+# Correctly spam: 34511 82.33%
+# False positives: 207 0.72%
+# False negatives: 7409 17.67%
+# TCR(l=50): 2.360493 SpamRecall: 82.326% SpamPrec: 99.404%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 552334 99.62%
-# Correctly spam: 178326 53.05%
-# False positives: 2115 0.38%
-# False negatives: 157819 46.95%
-# TCR(l=50): 1.275359 SpamRecall: 53.050% SpamPrec: 98.828%
+# Correctly non-spam: 229146 99.41%
+# Correctly spam: 173175 51.50%
+# False positives: 1358 0.59%
+# False negatives: 163098 48.50%
+# TCR(l=50): 1.455740 SpamRecall: 51.498% SpamPrec: 99.222%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69003 99.64%
-# Correctly spam: 22279 53.17%
-# False positives: 252 0.36%
-# False negatives: 19625 46.83%
-# TCR(l=50): 1.300357 SpamRecall: 53.167% SpamPrec: 98.882%
+# Correctly non-spam: 28712 99.47%
+# Correctly spam: 21740 51.86%
+# False positives: 152 0.53%
+# False negatives: 20180 48.14%
+# TCR(l=50): 1.508999 SpamRecall: 51.861% SpamPrec: 99.306%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set1?rev=1917228&r1=1917227&r2=1917228&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set1 Sun Apr 21 02:50:02 2024
@@ -1,266 +1,292 @@
-# Using score set 1 logs for revision 1916951 from:
-# ham-net-ena-week0.r1916951.log ham-net-ena-week1.r1916951.log ham-net-ena-week2.r1916951.log ham-net-ena-week3.r1916951.log ham-net-ena-week4.r1916951.log ham-net-giovanni-ham.r1916951.log ham-net-giovanni-spammy.r1916951.log ham-net-giovanni-spam.r1916951.log ham-net-grenier.r1916951.log ham-net-hege.r1916951.log ham-net-jhardin.r1916951.log ham-net-llanga.r1916951.log ham-net-mmiroslaw-mails-ham.r1916951.log ham-net-mmiroslaw-mails-spam.r1916951.log ham-net-spamsponge.r1916951.log ham-net-tsz-corpus.r1916951.log ham-net-whyscream.r1916951.log spam-net-ena-week0.r1916951.log spam-net-ena-week1.r1916951.log spam-net-ena-week2.r1916951.log spam-net-ena-week3.r1916951.log spam-net-ena-week4.r1916951.log spam-net-giovanni-ham.r1916951.log spam-net-giovanni-spammy.r1916951.log spam-net-giovanni-spam.r1916951.log spam-net-grenier.r1916951.log spam-net-hege.r1916951.log spam-net-jhardin.r1916951.log spam-net-llanga.r1916951.log spam-net-mmiroslaw-mails-ham.r1916951.log spam-net-mmirosla
w-mails-spam.r1916951.log spam-net-spamsponge.r1916951.log spam-net-tsz-corpus.r1916951.log spam-net-whyscream.r1916951.log
+# Using score set 1 logs for revision 1917178 from:
+# ham-net-ena-week0.r1917178.log ham-net-ena-week1.r1917178.log ham-net-ena-week2.r1917178.log ham-net-ena-week3.r1917178.log ham-net-ena-week4.r1917178.log ham-net-giovanni-ham.r1917178.log ham-net-giovanni-spammy.r1917178.log ham-net-giovanni-spam.r1917178.log ham-net-grenier.r1917178.log ham-net-hege.r1917178.log ham-net-jhardin.r1917178.log ham-net-mmiroslaw-mails-ham.r1917178.log ham-net-mmiroslaw-mails-spam.r1917178.log ham-net-spamsponge.r1917178.log ham-net-tsz-corpus.r1917178.log ham-net-whyscream.r1917178.log spam-net-ena-week0.r1917178.log spam-net-ena-week1.r1917178.log spam-net-ena-week2.r1917178.log spam-net-ena-week3.r1917178.log spam-net-ena-week4.r1917178.log spam-net-giovanni-ham.r1917178.log spam-net-giovanni-spammy.r1917178.log spam-net-giovanni-spam.r1917178.log spam-net-grenier.r1917178.log spam-net-hege.r1917178.log spam-net-jhardin.r1917178.log spam-net-mmiroslaw-mails-ham.r1917178.log spam-net-mmiroslaw-mails-spam.r1917178.log spam-net-spamsponge.r1917178.lo
g spam-net-tsz-corpus.r1917178.log spam-net-whyscream.r1917178.log
-score ACCT_PHISHING_MANY 2.997
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 0.430
-score ADMITS_SPAM 3.096
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.421
+score ADMITS_SPAM 1.556
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.009
-score ADVANCE_FEE_3_NEW 1.705
+score ADVANCE_FEE_2_NEW_MONEY 0.352
+score ADVANCE_FEE_3_NEW 1.424
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.929
-score ADVANCE_FEE_4_NEW 2.166
+score ADVANCE_FEE_3_NEW_MONEY 1.607
+score ADVANCE_FEE_4_NEW 3.357
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.397
+score ADVANCE_FEE_5_NEW 1.345
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.133
-score AD_PREFS 0.254
-score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.096
-score BIGNUM_EMAILS_FREEM 2.649
-score BITCOIN_DEADLINE 0.962
-score BITCOIN_EXTORT_01 0.134
-score BITCOIN_MALWARE 2.204
-score BITCOIN_OBFU_SUBJ 3.496
-score BITCOIN_ONAN 1.509
-score BITCOIN_PAY_ME 1.596
-score BITCOIN_SPAM_02 1.155
-score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 2.299
-score BITCOIN_SPAM_09 1.498
-score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 1.497
-score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.975
+score ADVANCE_FEE_5_NEW_MONEY 3.153
+score AD_PREFS 0.333
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score APOSTROPHE_TOCC 0.001
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_X_FF_SEZ_S 3.099
+score BIGNUM_EMAILS_FREEM 2.927
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 2.349
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALWARE 2.849
+score BITCOIN_OBFU_SUBJ 3.499
+score BITCOIN_ONAN 0.648
+score BITCOIN_PAY_ME 0.494
+score BITCOIN_SPAM_02 0.001
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 2.412
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_SPAM_08 1.415
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_TOEQFM 0.974
+score BITCOIN_VISTA 2.100
+score BITCOIN_XPRIO 2.499
+score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.185
-score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 2.434
-score CANT_SEE_AD 0.475
-score CK_HELO_GENERIC 0.248
-score COMPENSATION 0.682
+score BODY_URI_ONLY 0.001
+score BOGUS_MIME_VERSION 0.001
+score BOGUS_MSM_HDRS 2.177
+score CANT_SEE_AD 2.049
+score CK_HELO_GENERIC 0.249
+score CN_B2B_SPAMMER 2.199
+score COMPENSATION 1.499
+score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -1.995
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_HIGH -0.420
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
-score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 3.469
-score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.497
-score FBI_MONEY 0.334
-score FBI_SPOOF 1.742
+score DSN_NO_MIMEVERSION 1.999
+score DYNAMIC_IMGUR 1.966
+score ENCRYPTED_MESSAGE -1.000
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 0.601
+score FBI_SPOOF 1.476
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.386
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.667
-score FONT_INVIS_POSTEXTRAS 2.964
-score FORGED_SPF_HELO 1.300
-score FORM_FRAUD 0.998
+score FONT_INVIS_HTML_NOHTML 2.486
+score FONT_INVIS_LONG_LINE 2.550
+score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_NORDNS 1.716
+score FONT_INVIS_POSTEXTRAS 2.973
+score FORGED_SPF_HELO 0.001
+score FORM_FRAUD 0.001
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.417
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 1.548
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FROM_ADDR_WS 0.001
+score FROM_BANK_NOAUTH 0.001
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.436
-score FROM_GOV_SPOOF 0.998
-score FROM_IN_TO_AND_SUBJ 1.997
+score FROM_FMBLA_NEWDOM14 0.568
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -1.000
+score FROM_GOV_SPOOF 0.999
+score FROM_IN_TO_AND_SUBJ 0.785
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.390
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
-score FROM_MISSP_FREEMAIL 0.103
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.784
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 0.001 # force non-zero
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
-score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_REPLYTO 0.001 # force non-zero
+score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_PAYPAL_SPOOF 1.597
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_UNBAL1 2.397
+score FROM_NTLD_REPLY_FREEMAIL 0.845
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.450
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_UNBAL1 2.299
+score FROM_UNBAL2 2.199
score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 2.896
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_WSP_TRAIL 2.944
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.396
-score FUZZY_IMPORTANT 2.398
-score FUZZY_PRIVACY 2.696
-score GB_BITCOIN_CP 1.042
-score GB_BITCOIN_NH 2.996
+score FUZZY_AMAZON 0.001
+score FUZZY_CLICK_HERE 3.500
+score FUZZY_IMPORTANT 1.557
+score FUZZY_PRIVACY 2.699
+score FUZZY_WALLET 1.800
+score GB_BITCOIN_CP 3.000
+score GB_BITCOIN_NH 2.999
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.568
-score GOOG_MALWARE_DNLD 2.843
-score GOOG_REDIR_NORDNS 1.228
-score GOOG_STO_IMG_HTML 2.320
-score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.098
+score GB_FAKE_RF_SHORT 1.999
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GB_HASHBL_BTC 3.314
+score GOOG_MALWARE_DNLD 4.999
+score GOOG_REDIR_NORDNS 1.180
+score GOOG_STO_IMG_HTML 2.224
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.994
-score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.900
-score HK_NAME_MR_MRS 0.998
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
+score HELO_NO_DOMAIN 0.151
+score HK_LOTTO 0.947
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.877
-score HOSTED_IMG_FREEM 1.041
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HREF_EMPTY_NORDNS 0.001
-score HTML_BADATTR 0.998
-score HTML_ENTITY_ASCII 2.996
+score HOSTED_IMG_DIRECT_MX 2.168
+score HOSTED_IMG_FREEM 1.827
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HREF_EMPTY_NORDNS 1.479
+score HREF_EMPTY_PHPMAIL 1.115
+score HTML_BADATTR 0.999
+score HTML_ENTITY_ASCII 2.504
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.992
-score HTML_TEXT_INVISIBLE_FONT 0.068
-score HTML_TEXT_INVISIBLE_STYLE 0.722
-score IMG_ONLY_FM_DOM_INFO 2.497
-score KHOP_HELO_FCRDNS 0.001
-score KHOP_UNSUB_EMAIL 2.596
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 2.426
+score HTML_TEXT_INVISIBLE_FONT 0.001 # force non-zero
+score HTML_TEXT_INVISIBLE_STYLE 1.746
+score IMG_ONLY_FM_DOM_INFO 2.499
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.400
+score KHOP_UNSUB_EMAIL 1.200
score LIST_PARTIAL_SHORT_MSG 0.001
-score LONG_HEX_URI 2.934
-score LONG_IMG_URI 0.444
-score LONG_INVISIBLE_TEXT 2.268
+score LONGLN_LOW_CONTRAST 2.047
+score LONG_HEX_URI 2.174
+score LONG_IMG_URI 0.692
+score LONG_INVISIBLE_TEXT 1.827
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MANY_SUBDOM 2.596
-score MAY_BE_FORGED 1.109
+score MALFORMED_FREEMAIL 1.187
+score MALWARE_NORDNS 1.299
+score MALW_ATTACH 2.199
+score MANY_SPAN_IN_TEXT 2.099
+score MANY_SUBDOM 2.499
+score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.997
-score MIXED_ES 1.897
-score MIXED_HREF_CASE 1.997
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIME_NO_TEXT 1.999
+score MIXED_ES 2.500
+score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.135
+score MONEY_FRAUD_8 1.183
score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 1.997
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.464
-score MSGID_NOFQDN1 2.195
-score NA_DOLLARS 0.001 # force non-zero
-score NICE_REPLY_A -2.457
+score MONEY_NOHTML 0.767
+score MSGID_NOFQDN1 1.801
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -1.237
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.095
-score OBFU_TEXT_ATTACH 1.086
-score ODD_FREEM_REPTO 2.501
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 0.998
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.070
-score PDS_DBL_URL_TNB_RUNON 1.667
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.584
-score PDS_FROM_2_EMAILS 2.177
-score PDS_FROM_NAME_TO_DOMAIN 0.605
-score PDS_HELO_SPF_FAIL 1.217
+score NSL_RCVD_HELO_USER 0.181
+score OBFU_TEXT_ATTACH 1.209
+score ODD_FREEM_REPTO 1.416
+score PDS_BAD_THREAD_QP_64 0.001
+score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001
+score PDS_DBL_URL_TNB_RUNON 0.252
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 0.528
+score PDS_FROM_2_EMAILS 2.311
+score PDS_FROM_NAME_TO_DOMAIN 0.713
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.997
-score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.855
+score PDS_OTHER_BAD_TLD 1.999
+score PHP_ORIG_SCRIPT 1.779
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 1.077
score RCVD_IN_IADB_COURT -0.001
-score RCVD_IN_IADB_LEG_MAND -0.001
+score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
score RCVD_IN_MSPIKE_H2 -0.001
-score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.206
-score RISK_FREE 2.016
-score SCC_BOGUS_CTE_1 3.347
-score SCC_CANSPAM_1 0.489
-score SCC_CANSPAM_2 1.269
-score SCC_ISEMM_LID_1B 1.498
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.326
-score SHORT_IMG_SUSP_NTLD 1.499
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 2.999
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score REPTO_419_FRAUD_HM 1.912
+score RISK_FREE 0.330
+score SCC_BOGUS_CTE_1 3.268
+score SCC_CANSPAM_1 0.001
+score SCC_CANSPAM_2 0.203
+score SCC_ISEMM_LID_1B 1.499
+score SERGIO_SUBJECT_VIAGRA01 2.499
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.219
+score SHORTENER_SHORT_IMG 1.530
+score SHORT_IMG_SUSP_NTLD 0.608
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.467
-score SPOOF_GMAIL_MID 1.498
+score SPOOFED_FREEM_REPTO 2.499
+score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_SUBJ 1.997
-score TEQF_USR_POLITE 1.770
-score THIS_AD 1.043
-score THIS_IS_ADV_SUSP_NTLD 0.936
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_FROM 1.999
+score SUSP_UTF8_WORD_SUBJ 1.999
+score TEQF_USR_POLITE 1.993
+score THIS_AD 1.111
+score THIS_IS_ADV_SUSP_NTLD 0.579
+score TINY_FLOAT 2.699
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.596
+score TO_EQ_FM_DOM_HTML_IMG 2.499
+score TO_EQ_FM_DOM_HTML_ONLY 1.656
score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.888
-score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_FROM_MSSP 1.811
+score TO_NO_BRKTS_HTML_IMG 1.198
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.070
-score TO_NO_BRKTS_PCNT 2.497
-score TVD_APPROVED 2.696
-score TVD_PH_7 2.996
-score TVD_SPACE_ENCODED 2.287
+score TO_NO_BRKTS_NORDNS_HTML 0.001
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_APPROVED 2.699
+score TVD_PH_7 2.016
+score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 1.344
-score UNDISC_FREEM 2.896
-score UNDISC_MONEY 3.196
-score UNICODE_OBFU_ASC 2.098
+score UC_GIBBERISH_OBFU 2.026
+score UNDISC_FREEM 2.899
+score UNDISC_MONEY 3.299
+score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.498
-score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 2.097
-score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 3.197
-score URI_ONLY_LOW_CONTRAST 2.497
-score URI_PHISH 0.808
-score URI_TRY_3LD 1.997
-score URI_WP_DIRINDEX 2.312
-score URI_WP_HACKED 3.097
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.996
-score VISTA_COST 2.302
-score VISTA_TONOM_EQ_TOLOC 0.143
-score WIKI_IMG 3.096
-score WORD_INVIS 1.892
-score WORD_INVIS_MANY 2.996
+score URI_AZURE_CLOUDAPP 2.999
+score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
+score URI_GOOGLE_PROXY 1.800
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 1.224
+score URI_ONLY_LOW_CONTRAST 1.905
+score URI_PHISH 0.001
+score URI_PHP_REDIR 1.287
+score URI_TRY_3LD 1.999
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 2.372
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.999
+score VISTA_COST 2.106
+score VISTA_TONOM_EQ_TOLOC 0.138
+score WIKI_IMG 3.099
+score WORD_INVIS 0.822
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.497
-score XM_RANDOM 2.497
-score XM_RECPTID 2.394
+score XM_LIGHT_HEAVY 2.500
+score XM_RANDOM 2.499
+score XM_RECPTID 1.923
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 0.497
score XPRIO_VISTA 0.001
-score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 2.531
+score YOUR_DELIVERY_ADDRESS 1.249
+score YOU_INHERIT 2.546
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -276,15 +302,12 @@ score ALIBABA_IMG_NOT_RCVD_ALI 1.0
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
-score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
-score BITCOIN_SPAM_05 1.000
score BITCOIN_SPAM_06 1.000
-score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
@@ -295,7 +318,6 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score COMMENT_GIBBERISH 1.000
score CONTENT_AFTER_HTML 1.000
-score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BL 1.000
score DKIMWL_BLOCKED 0.001
@@ -306,7 +328,6 @@ score FACEBOOK_IMG_NOT_RCVD_FB 1.0
score FONT_INVIS_DOTGOV 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
-score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_NEWDOM_BTC 1.000
@@ -314,7 +335,6 @@ score FROM_NTLD_LINKBAIT 1.0
score FROM_NUMBERO_NEWDOMAIN 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
@@ -325,18 +345,16 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
-score HREF_EMPTY_PHPMAIL 1.000
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
-score JH_SPAMMY_HEADERS 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
@@ -344,8 +362,8 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
-score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -363,7 +381,6 @@ score OBFU_BITCOIN 1.0
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
-score PHP_ORIG_SCRIPT 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -378,8 +395,6 @@ score RDNS_NUM_TLD_XM 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
-score REPTO_419_FRAUD_GM_LOOSE 1.000
-score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
score REPTO_419_FRAUD_QQ 1.000
@@ -404,11 +419,9 @@ score TAGSTAT_IMG_NOT_RCVD_TGST 1.0
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
score TW_GIBBERISH_MANY 1.000
-score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
-score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
@@ -418,11 +431,11 @@ score URI_IMG_WP_REDIR 1.0
score URI_LONG_REPEAT 1.000
score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
-score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score XM_DIGITS_ONLY 1.000
+score XPRIO_SHORT_SUBJ 1.000
# in active.list but have no hits in recent corpus
score SENDGRID_REDIR 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1917228&r1=1917227&r2=1917228&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Apr 21 02:50:02 2024
@@ -9,213 +9,212 @@ score AC_HTML_NONSENSE_TAGS 1.9
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.099
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.813
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_3_NEW_MONEY 0.482
-score ADVANCE_FEE_4_NEW 2.550
+score ADVANCE_FEE_2_NEW_MONEY 0.809
+score ADVANCE_FEE_3_NEW 3.500
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_3_NEW_MONEY 0.415
+score ADVANCE_FEE_4_NEW 2.556
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.383
+score ADVANCE_FEE_5_NEW 2.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.985
-score AD_PREFS 0.229
-score AMAZON_IMG_NOT_RCVD_AMZN 2.252
+score ADVANCE_FEE_5_NEW_MONEY 2.135
+score AD_PREFS 0.039
+score AMAZON_IMG_NOT_RCVD_AMZN 2.251
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 2.999
-score BIGNUM_EMAILS_FREEM 2.287
-score BITCOIN_DEADLINE 2.875
-score BITCOIN_EXTORT_01 2.009
-score BITCOIN_MALWARE 1.498
+score BIGNUM_EMAILS_FREEM 1.865
+score BITCOIN_DEADLINE 1.601
+score BITCOIN_EXTORT_01 2.000
+score BITCOIN_MALWARE 1.146
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 0.637
+score BITCOIN_ONAN 1.003
score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 0.001
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 2.577
+score BITCOIN_TOEQFM 2.561
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 2.828
+score BODY_URI_ONLY 2.734
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.542
-score CANT_SEE_AD 2.499
-score CK_HELO_GENERIC 0.249
+score BOGUS_MSM_HDRS 1.294
+score CANT_SEE_AD 0.871
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.848
+score DEAR_BENEFICIARY 0.840
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.480
-score ENCRYPTED_MESSAGE -0.999
+score DYNAMIC_IMGUR 2.947
+score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 0.412
-score FBI_SPOOF 1.418
-score FILL_THIS_FORM 0.172
+score FBI_MONEY 0.869
+score FBI_SPOOF 0.419
+score FILL_THIS_FORM 0.169
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.807
-score FONT_INVIS_LONG_LINE 2.316
+score FONT_INVIS_HTML_NOHTML 2.689
+score FONT_INVIS_LONG_LINE 2.319
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.638
-score FORM_FRAUD 0.999
+score FONT_INVIS_POSTEXTRAS 2.648
+score FORM_FRAUD 1.000
score FORM_FRAUD_3 2.699
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 1.605
+score FROM_ADDR_WS 1.695
score FROM_IN_TO_AND_SUBJ 1.799
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.653
+score FROM_MISSP_EH_MATCH 0.658
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.115
+score FROM_MISSP_PHISH 0.098
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.773
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 0.867
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.399
-score FROM_WSP_LEAD 2.699
+score FROM_WSP_LEAD 2.650
score FROM_WSP_TRAIL 3.099
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.599
score FUZZY_IMPORTANT 2.499
score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 2.703
-score GB_BITCOIN_NH 2.766
+score GB_BITCOIN_CP 2.589
+score GB_BITCOIN_NH 2.688
score GB_CUSTOM_HTM_URI 1.041
-score GB_FAKE_RF_SHORT 1.937
+score GB_FAKE_RF_SHORT 1.940
score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 2.601
-score GOOG_STO_IMG_HTML 2.505
+score GOOG_REDIR_NORDNS 2.596
+score GOOG_STO_IMG_HTML 2.500
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.148
-score HDR_ORDER_FTSDMCXX_DIRECT 1.460
-score HDR_ORDER_FTSDMCXX_NORDNS 0.672
+score HDRS_MISSP 2.145
+score HDR_ORDER_FTSDMCXX_DIRECT 1.457
+score HDR_ORDER_FTSDMCXX_NORDNS 0.676
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.751
+score HK_NAME_FM_MR_MRS 0.750
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.292
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_ENVFROM 0.382
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 2.535
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.499
+score HOSTED_IMG_DIRECT_MX 3.482
+score HOSTED_IMG_FREEM 2.532
+score HOSTED_IMG_MULTI_PUB_01 3.000
+score HREF_EMPTY_NORDNS 0.498
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.401
+score HTML_TAG_BALANCE_CENTER 2.402
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 0.042
-score IMG_ONLY_FM_DOM_INFO 2.500
-score KHOP_FAKE_EBAY 0.028
-score KHOP_HELO_FCRDNS 0.399
+score HTML_TEXT_INVISIBLE_STYLE 0.001
+score IMG_ONLY_FM_DOM_INFO 2.499
+score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.462
+score LONGLN_LOW_CONTRAST 2.401
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.151
-score LONG_INVISIBLE_TEXT 1.724
+score LONG_IMG_URI 0.150
+score LONG_INVISIBLE_TEXT 1.785
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MALFORMED_FREEMAIL 2.685
-score MANY_SUBDOM 2.599
+score MALFORMED_FREEMAIL 2.667
+score MANY_SUBDOM 2.600
score MAY_BE_FORGED 1.999
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001 # force non-zero
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
score MIXED_ES 1.799
-score MIXED_HREF_CASE 1.931
-score MONEY_ATM_CARD 0.001
+score MIXED_HREF_CASE 1.938
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.059
-score MONEY_FREEMAIL_REPTO 2.556
+score MONEY_FRAUD_8 3.599
+score MONEY_FREEMAIL_REPTO 2.622
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_NOFQDN1 0.001
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.411
+score NICE_REPLY_A -3.786
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.665
-score ODD_FREEM_REPTO 3.000
+score NSL_RCVD_HELO_USER 1.350
+score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.001
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 0.258
-score PDS_FROM_2_EMAILS 0.645
-score PDS_FROM_NAME_TO_DOMAIN 1.429
-score PDS_HP_HELO_NORDNS 0.897
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.490
+score PDS_FROM_2_EMAILS 0.555
+score PDS_FROM_NAME_TO_DOMAIN 1.199
+score PDS_HP_HELO_NORDNS 0.896
score PDS_OTHER_BAD_TLD 1.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.925
+score RATWARE_NO_RDNS 1.144
score READY_TO_SHIP 1.250
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 1.398
+score REPTO_419_FRAUD_GM 1.404
score RISK_FREE 0.001
-score SCC_BOGUS_CTE_1 0.973
-score SCC_CANSPAM_1 2.096
-score SCC_CANSPAM_2 2.249
+score SCC_BOGUS_CTE_1 0.971
+score SCC_CANSPAM_1 2.101
+score SCC_CANSPAM_2 2.250
score SCC_ISEMM_LID_1B 1.499
score SERGIO_SUBJECT_VIAGRA01 2.599
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.001
+score SHORT_IMG_SUSP_NTLD 0.984
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.348
-score SPOOF_GMAIL_MID 1.500
-score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.500
+score SPOOFED_FREEMAIL_NO_RDNS 0.350
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 0.001 # force non-zero
+score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.898
-score THIS_IS_ADV_SUSP_NTLD 0.726
+score THIS_AD 1.943
+score THIS_IS_ADV_SUSP_NTLD 1.372
score TINY_FLOAT 2.799
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.412
+score TO_EQ_FM_DOM_HTML_IMG 2.399
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.995
+score TO_NAME_SUBJ_NO_RDNS 2.841
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.685
+score TO_NO_BRKTS_HTML_IMG 1.691
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.148
+score TO_NO_BRKTS_MSFT 1.150
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.699
-score TVD_PH_7 2.783
+score TVD_PH_7 2.801
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.962
-score TVD_SUBJ_NUM_OBFU_MINFP 0.172
+score TVD_SPACE_RATIO_MINFP 1.961
+score TVD_SUBJ_NUM_OBFU_MINFP 0.856
score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.499
score UNICODE_OBFU_ASC 2.499
@@ -223,26 +222,26 @@ score UNICODE_OBFU_ZW_MANY 0.0
score URI_CLOUDFLAREIPFS 2.499
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.200
+score URI_IMG_CWINDOWSNET 3.198
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.399
+score URI_PHISH 2.398
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.705
+score VFY_ACCT_NORDNS 2.889
score VISTA_COST 0.569
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.199
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.500
+score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XPRIO 0.001
-score XPRIO_VISTA 0.001 # force non-zero
+score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.999
+score YOU_INHERIT 3.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1917228&r1=1917227&r2=1917228&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Apr 21 02:50:02 2024
@@ -1,266 +1,292 @@
-# Using score set 1 logs for revision 1916951 from:
-# ham-net-ena-week0.r1916951.log ham-net-ena-week1.r1916951.log ham-net-ena-week2.r1916951.log ham-net-ena-week3.r1916951.log ham-net-ena-week4.r1916951.log ham-net-giovanni-ham.r1916951.log ham-net-giovanni-spammy.r1916951.log ham-net-giovanni-spam.r1916951.log ham-net-grenier.r1916951.log ham-net-hege.r1916951.log ham-net-jhardin.r1916951.log ham-net-llanga.r1916951.log ham-net-mmiroslaw-mails-ham.r1916951.log ham-net-mmiroslaw-mails-spam.r1916951.log ham-net-spamsponge.r1916951.log ham-net-tsz-corpus.r1916951.log ham-net-whyscream.r1916951.log spam-net-ena-week0.r1916951.log spam-net-ena-week1.r1916951.log spam-net-ena-week2.r1916951.log spam-net-ena-week3.r1916951.log spam-net-ena-week4.r1916951.log spam-net-giovanni-ham.r1916951.log spam-net-giovanni-spammy.r1916951.log spam-net-giovanni-spam.r1916951.log spam-net-grenier.r1916951.log spam-net-hege.r1916951.log spam-net-jhardin.r1916951.log spam-net-llanga.r1916951.log spam-net-mmiroslaw-mails-ham.r1916951.log spam-net-mmirosla
w-mails-spam.r1916951.log spam-net-spamsponge.r1916951.log spam-net-tsz-corpus.r1916951.log spam-net-whyscream.r1916951.log
+# Using score set 1 logs for revision 1917178 from:
+# ham-net-ena-week0.r1917178.log ham-net-ena-week1.r1917178.log ham-net-ena-week2.r1917178.log ham-net-ena-week3.r1917178.log ham-net-ena-week4.r1917178.log ham-net-giovanni-ham.r1917178.log ham-net-giovanni-spammy.r1917178.log ham-net-giovanni-spam.r1917178.log ham-net-grenier.r1917178.log ham-net-hege.r1917178.log ham-net-jhardin.r1917178.log ham-net-mmiroslaw-mails-ham.r1917178.log ham-net-mmiroslaw-mails-spam.r1917178.log ham-net-spamsponge.r1917178.log ham-net-tsz-corpus.r1917178.log ham-net-whyscream.r1917178.log spam-net-ena-week0.r1917178.log spam-net-ena-week1.r1917178.log spam-net-ena-week2.r1917178.log spam-net-ena-week3.r1917178.log spam-net-ena-week4.r1917178.log spam-net-giovanni-ham.r1917178.log spam-net-giovanni-spammy.r1917178.log spam-net-giovanni-spam.r1917178.log spam-net-grenier.r1917178.log spam-net-hege.r1917178.log spam-net-jhardin.r1917178.log spam-net-mmiroslaw-mails-ham.r1917178.log spam-net-mmiroslaw-mails-spam.r1917178.log spam-net-spamsponge.r1917178.lo
g spam-net-tsz-corpus.r1917178.log spam-net-whyscream.r1917178.log
-score ACCT_PHISHING_MANY 2.997
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 0.430
-score ADMITS_SPAM 3.096
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.421
+score ADMITS_SPAM 1.556
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.009
-score ADVANCE_FEE_3_NEW 1.705
+score ADVANCE_FEE_2_NEW_MONEY 0.352
+score ADVANCE_FEE_3_NEW 1.424
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.929
-score ADVANCE_FEE_4_NEW 2.166
+score ADVANCE_FEE_3_NEW_MONEY 1.607
+score ADVANCE_FEE_4_NEW 3.357
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.397
+score ADVANCE_FEE_5_NEW 1.345
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.133
-score AD_PREFS 0.254
-score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.096
-score BIGNUM_EMAILS_FREEM 2.649
-score BITCOIN_DEADLINE 0.962
-score BITCOIN_EXTORT_01 0.134
-score BITCOIN_MALWARE 2.204
-score BITCOIN_OBFU_SUBJ 3.496
-score BITCOIN_ONAN 1.509
-score BITCOIN_PAY_ME 1.596
-score BITCOIN_SPAM_02 1.155
-score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 2.299
-score BITCOIN_SPAM_09 1.498
-score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 1.497
-score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.975
+score ADVANCE_FEE_5_NEW_MONEY 3.153
+score AD_PREFS 0.333
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score APOSTROPHE_TOCC 0.001
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_X_FF_SEZ_S 3.099
+score BIGNUM_EMAILS_FREEM 2.927
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 2.349
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALWARE 2.849
+score BITCOIN_OBFU_SUBJ 3.499
+score BITCOIN_ONAN 0.648
+score BITCOIN_PAY_ME 0.494
+score BITCOIN_SPAM_02 0.001
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 2.412
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_SPAM_08 1.415
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_TOEQFM 0.974
+score BITCOIN_VISTA 2.100
+score BITCOIN_XPRIO 2.499
+score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.185
-score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 2.434
-score CANT_SEE_AD 0.475
-score CK_HELO_GENERIC 0.248
-score COMPENSATION 0.682
+score BODY_URI_ONLY 0.001
+score BOGUS_MIME_VERSION 0.001
+score BOGUS_MSM_HDRS 2.177
+score CANT_SEE_AD 2.049
+score CK_HELO_GENERIC 0.249
+score CN_B2B_SPAMMER 2.199
+score COMPENSATION 1.499
+score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -1.995
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_HIGH -0.420
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
-score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 3.469
-score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.497
-score FBI_MONEY 0.334
-score FBI_SPOOF 1.742
+score DSN_NO_MIMEVERSION 1.999
+score DYNAMIC_IMGUR 1.966
+score ENCRYPTED_MESSAGE -1.000
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 0.601
+score FBI_SPOOF 1.476
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.386
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 1.667
-score FONT_INVIS_POSTEXTRAS 2.964
-score FORGED_SPF_HELO 1.300
-score FORM_FRAUD 0.998
+score FONT_INVIS_HTML_NOHTML 2.486
+score FONT_INVIS_LONG_LINE 2.550
+score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_NORDNS 1.716
+score FONT_INVIS_POSTEXTRAS 2.973
+score FORGED_SPF_HELO 0.001
+score FORM_FRAUD 0.001
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.417
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 1.548
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FROM_ADDR_WS 0.001
+score FROM_BANK_NOAUTH 0.001
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.436
-score FROM_GOV_SPOOF 0.998
-score FROM_IN_TO_AND_SUBJ 1.997
+score FROM_FMBLA_NEWDOM14 0.568
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -1.000
+score FROM_GOV_SPOOF 0.999
+score FROM_IN_TO_AND_SUBJ 0.785
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.390
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
-score FROM_MISSP_FREEMAIL 0.103
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.784
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 0.001 # force non-zero
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
-score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_REPLYTO 0.001 # force non-zero
+score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_PAYPAL_SPOOF 1.597
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_UNBAL1 2.397
+score FROM_NTLD_REPLY_FREEMAIL 0.845
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.450
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_UNBAL1 2.299
+score FROM_UNBAL2 2.199
score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 2.896
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_WSP_TRAIL 2.944
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.396
-score FUZZY_IMPORTANT 2.398
-score FUZZY_PRIVACY 2.696
-score GB_BITCOIN_CP 1.042
-score GB_BITCOIN_NH 2.996
+score FUZZY_AMAZON 0.001
+score FUZZY_CLICK_HERE 3.500
+score FUZZY_IMPORTANT 1.557
+score FUZZY_PRIVACY 2.699
+score FUZZY_WALLET 1.800
+score GB_BITCOIN_CP 3.000
+score GB_BITCOIN_NH 2.999
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.568
-score GOOG_MALWARE_DNLD 2.843
-score GOOG_REDIR_NORDNS 1.228
-score GOOG_STO_IMG_HTML 2.320
-score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.098
+score GB_FAKE_RF_SHORT 1.999
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GB_HASHBL_BTC 3.314
+score GOOG_MALWARE_DNLD 4.999
+score GOOG_REDIR_NORDNS 1.180
+score GOOG_STO_IMG_HTML 2.224
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.994
-score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.900
-score HK_NAME_MR_MRS 0.998
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
+score HELO_NO_DOMAIN 0.151
+score HK_LOTTO 0.947
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.877
-score HOSTED_IMG_FREEM 1.041
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HREF_EMPTY_NORDNS 0.001
-score HTML_BADATTR 0.998
-score HTML_ENTITY_ASCII 2.996
+score HOSTED_IMG_DIRECT_MX 2.168
+score HOSTED_IMG_FREEM 1.827
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HREF_EMPTY_NORDNS 1.479
+score HREF_EMPTY_PHPMAIL 1.115
+score HTML_BADATTR 0.999
+score HTML_ENTITY_ASCII 2.504
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.992
-score HTML_TEXT_INVISIBLE_FONT 0.068
-score HTML_TEXT_INVISIBLE_STYLE 0.722
-score IMG_ONLY_FM_DOM_INFO 2.497
-score KHOP_HELO_FCRDNS 0.001
-score KHOP_UNSUB_EMAIL 2.596
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 2.426
+score HTML_TEXT_INVISIBLE_FONT 0.001 # force non-zero
+score HTML_TEXT_INVISIBLE_STYLE 1.746
+score IMG_ONLY_FM_DOM_INFO 2.499
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.400
+score KHOP_UNSUB_EMAIL 1.200
score LIST_PARTIAL_SHORT_MSG 0.001
-score LONG_HEX_URI 2.934
-score LONG_IMG_URI 0.444
-score LONG_INVISIBLE_TEXT 2.268
+score LONGLN_LOW_CONTRAST 2.047
+score LONG_HEX_URI 2.174
+score LONG_IMG_URI 0.692
+score LONG_INVISIBLE_TEXT 1.827
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MANY_SUBDOM 2.596
-score MAY_BE_FORGED 1.109
+score MALFORMED_FREEMAIL 1.187
+score MALWARE_NORDNS 1.299
+score MALW_ATTACH 2.199
+score MANY_SPAN_IN_TEXT 2.099
+score MANY_SUBDOM 2.499
+score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.997
-score MIXED_ES 1.897
-score MIXED_HREF_CASE 1.997
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIME_NO_TEXT 1.999
+score MIXED_ES 2.500
+score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.135
+score MONEY_FRAUD_8 1.183
score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 1.997
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.464
-score MSGID_NOFQDN1 2.195
-score NA_DOLLARS 0.001 # force non-zero
-score NICE_REPLY_A -2.457
+score MONEY_NOHTML 0.767
+score MSGID_NOFQDN1 1.801
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -1.237
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.095
-score OBFU_TEXT_ATTACH 1.086
-score ODD_FREEM_REPTO 2.501
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 0.998
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.070
-score PDS_DBL_URL_TNB_RUNON 1.667
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.584
-score PDS_FROM_2_EMAILS 2.177
-score PDS_FROM_NAME_TO_DOMAIN 0.605
-score PDS_HELO_SPF_FAIL 1.217
+score NSL_RCVD_HELO_USER 0.181
+score OBFU_TEXT_ATTACH 1.209
+score ODD_FREEM_REPTO 1.416
+score PDS_BAD_THREAD_QP_64 0.001
+score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001
+score PDS_DBL_URL_TNB_RUNON 0.252
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 0.528
+score PDS_FROM_2_EMAILS 2.311
+score PDS_FROM_NAME_TO_DOMAIN 0.713
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.997
-score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.855
+score PDS_OTHER_BAD_TLD 1.999
+score PHP_ORIG_SCRIPT 1.779
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 1.077
score RCVD_IN_IADB_COURT -0.001
-score RCVD_IN_IADB_LEG_MAND -0.001
+score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
score RCVD_IN_MSPIKE_H2 -0.001
-score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.206
-score RISK_FREE 2.016
-score SCC_BOGUS_CTE_1 3.347
-score SCC_CANSPAM_1 0.489
-score SCC_CANSPAM_2 1.269
-score SCC_ISEMM_LID_1B 1.498
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.326
-score SHORT_IMG_SUSP_NTLD 1.499
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 2.999
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score REPTO_419_FRAUD_HM 1.912
+score RISK_FREE 0.330
+score SCC_BOGUS_CTE_1 3.268
+score SCC_CANSPAM_1 0.001
+score SCC_CANSPAM_2 0.203
+score SCC_ISEMM_LID_1B 1.499
+score SERGIO_SUBJECT_VIAGRA01 2.499
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.219
+score SHORTENER_SHORT_IMG 1.530
+score SHORT_IMG_SUSP_NTLD 0.608
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.467
-score SPOOF_GMAIL_MID 1.498
+score SPOOFED_FREEM_REPTO 2.499
+score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_SUBJ 1.997
-score TEQF_USR_POLITE 1.770
-score THIS_AD 1.043
-score THIS_IS_ADV_SUSP_NTLD 0.936
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_FROM 1.999
+score SUSP_UTF8_WORD_SUBJ 1.999
+score TEQF_USR_POLITE 1.993
+score THIS_AD 1.111
+score THIS_IS_ADV_SUSP_NTLD 0.579
+score TINY_FLOAT 2.699
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.596
+score TO_EQ_FM_DOM_HTML_IMG 2.499
+score TO_EQ_FM_DOM_HTML_ONLY 1.656
score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.888
-score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_FROM_MSSP 1.811
+score TO_NO_BRKTS_HTML_IMG 1.198
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.070
-score TO_NO_BRKTS_PCNT 2.497
-score TVD_APPROVED 2.696
-score TVD_PH_7 2.996
-score TVD_SPACE_ENCODED 2.287
+score TO_NO_BRKTS_NORDNS_HTML 0.001
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_APPROVED 2.699
+score TVD_PH_7 2.016
+score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 1.344
-score UNDISC_FREEM 2.896
-score UNDISC_MONEY 3.196
-score UNICODE_OBFU_ASC 2.098
+score UC_GIBBERISH_OBFU 2.026
+score UNDISC_FREEM 2.899
+score UNDISC_MONEY 3.299
+score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.498
-score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 2.097
-score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 3.197
-score URI_ONLY_LOW_CONTRAST 2.497
-score URI_PHISH 0.808
-score URI_TRY_3LD 1.997
-score URI_WP_DIRINDEX 2.312
-score URI_WP_HACKED 3.097
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.996
-score VISTA_COST 2.302
-score VISTA_TONOM_EQ_TOLOC 0.143
-score WIKI_IMG 3.096
-score WORD_INVIS 1.892
-score WORD_INVIS_MANY 2.996
+score URI_AZURE_CLOUDAPP 2.999
+score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
+score URI_GOOGLE_PROXY 1.800
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 1.224
+score URI_ONLY_LOW_CONTRAST 1.905
+score URI_PHISH 0.001
+score URI_PHP_REDIR 1.287
+score URI_TRY_3LD 1.999
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 2.372
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.999
+score VISTA_COST 2.106
+score VISTA_TONOM_EQ_TOLOC 0.138
+score WIKI_IMG 3.099
+score WORD_INVIS 0.822
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.497
-score XM_RANDOM 2.497
-score XM_RECPTID 2.394
+score XM_LIGHT_HEAVY 2.500
+score XM_RANDOM 2.499
+score XM_RECPTID 1.923
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 0.497
score XPRIO_VISTA 0.001
-score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 2.531
+score YOUR_DELIVERY_ADDRESS 1.249
+score YOU_INHERIT 2.546
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -276,15 +302,12 @@ score ALIBABA_IMG_NOT_RCVD_ALI 1.0
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
-score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
-score BITCOIN_SPAM_05 1.000
score BITCOIN_SPAM_06 1.000
-score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
@@ -295,7 +318,6 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score COMMENT_GIBBERISH 1.000
score CONTENT_AFTER_HTML 1.000
-score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BL 1.000
score DKIMWL_BLOCKED 0.001
@@ -306,7 +328,6 @@ score FACEBOOK_IMG_NOT_RCVD_FB 1.0
score FONT_INVIS_DOTGOV 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
-score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_NEWDOM_BTC 1.000
@@ -314,7 +335,6 @@ score FROM_NTLD_LINKBAIT 1.0
score FROM_NUMBERO_NEWDOMAIN 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
@@ -325,18 +345,16 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
-score HREF_EMPTY_PHPMAIL 1.000
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
-score JH_SPAMMY_HEADERS 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
@@ -344,8 +362,8 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
-score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -363,7 +381,6 @@ score OBFU_BITCOIN 1.0
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
-score PHP_ORIG_SCRIPT 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -378,8 +395,6 @@ score RDNS_NUM_TLD_XM 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
-score REPTO_419_FRAUD_GM_LOOSE 1.000
-score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
score REPTO_419_FRAUD_QQ 1.000
@@ -404,11 +419,9 @@ score TAGSTAT_IMG_NOT_RCVD_TGST 1.0
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
score TW_GIBBERISH_MANY 1.000
-score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
-score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
@@ -418,11 +431,11 @@ score URI_IMG_WP_REDIR 1.0
score URI_LONG_REPEAT 1.000
score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
-score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score XM_DIGITS_ONLY 1.000
+score XPRIO_SHORT_SUBJ 1.000
# in active.list but have no hits in recent corpus
score SENDGRID_REDIR 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1917228&r1=1917227&r2=1917228&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Apr 21 02:50:02 2024
@@ -1,10 +1,10 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 565879 62.718% (99.441% of non-spam corpus)
-# Correctly spam: 257675 28.559% (77.332% of spam corpus)
-# False positives: 3181 0.353% (0.559% of nonspam, 57113 weighted)
-# False negatives: 75531 8.371% (22.668% of spam, 135716 weighted)
+# Correctly non-spam: 565872 62.717% (99.440% of non-spam corpus)
+# Correctly spam: 257053 28.490% (77.145% of spam corpus)
+# False positives: 3188 0.353% (0.560% of nonspam, 57223 weighted)
+# False negatives: 76153 8.440% (22.855% of spam, 138844 weighted)
# Average score for spam: 7.2 nonspam: 0.4
# Average for false-pos: 6.1 false-neg: 1.8
# TOTAL: 902266 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 70612 99.41%
-# Correctly spam: 32310 77.82%
+# Correctly spam: 32289 77.77%
# False positives: 419 0.59%
-# False negatives: 9208 22.18%
-# TCR(l=50): 1.376683 SpamRecall: 77.822% SpamPrec: 98.720%
+# False negatives: 9229 22.23%
+# TCR(l=50): 1.375725 SpamRecall: 77.771% SpamPrec: 98.719%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1917228&r1=1917227&r2=1917228&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Apr 21 02:50:02 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 552104 61.993% (99.577% of non-spam corpus)
-# Correctly spam: 281736 31.635% (83.814% of spam corpus)
-# False positives: 2345 0.263% (0.423% of nonspam, 103113 weighted)
-# False negatives: 54409 6.109% (16.186% of spam, 90289 weighted)
-# Average score for spam: 12.1 nonspam: -1.4
-# Average for false-pos: 7.3 false-neg: 1.7
-# TOTAL: 890594 100.00%
+# Correctly non-spam: 228767 40.363% (99.246% of non-spam corpus)
+# Correctly spam: 276285 48.747% (82.161% of spam corpus)
+# False positives: 1737 0.306% (0.754% of nonspam, 203279 weighted)
+# False negatives: 59988 10.584% (17.839% of spam, 105529 weighted)
+# Average score for spam: 10.5 nonspam: -0.6
+# Average for false-pos: 8.0 false-neg: 1.8
+# TOTAL: 566777 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 68945 99.55%
-# Correctly spam: 35155 83.89%
-# False positives: 310 0.45%
-# False negatives: 6749 16.11%
-# TCR(l=50): 1.883410 SpamRecall: 83.894% SpamPrec: 99.126%
+# Correctly non-spam: 28657 99.28%
+# Correctly spam: 34511 82.33%
+# False positives: 207 0.72%
+# False negatives: 7409 17.67%
+# TCR(l=50): 2.360493 SpamRecall: 82.326% SpamPrec: 99.404%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 552334 99.62%
-# Correctly spam: 178326 53.05%
-# False positives: 2115 0.38%
-# False negatives: 157819 46.95%
-# TCR(l=50): 1.275359 SpamRecall: 53.050% SpamPrec: 98.828%
+# Correctly non-spam: 229146 99.41%
+# Correctly spam: 173175 51.50%
+# False positives: 1358 0.59%
+# False negatives: 163098 48.50%
+# TCR(l=50): 1.455740 SpamRecall: 51.498% SpamPrec: 99.222%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69003 99.64%
-# Correctly spam: 22279 53.17%
-# False positives: 252 0.36%
-# False negatives: 19625 46.83%
-# TCR(l=50): 1.300357 SpamRecall: 53.167% SpamPrec: 98.882%
+# Correctly non-spam: 28712 99.47%
+# Correctly spam: 21740 51.86%
+# False positives: 152 0.53%
+# False negatives: 20180 48.14%
+# TCR(l=50): 1.508999 SpamRecall: 51.861% SpamPrec: 99.306%