Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916245&r1=1916244&r2=1916245&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Mar 12 02:55:27 2024
@@ -1,247 +1,248 @@
-# Using score set 0 logs for revision 1916206 from:
-# ham-ena-week0.r1916206.log ham-ena-week1.r1916206.log ham-ena-week3.r1916206.log ham-ena-week4.r1916206.log ham-giovanni-ham.r1916206.log ham-giovanni-spammy.r1916206.log ham-giovanni-spam.r1916206.log ham-grenier.r1916206.log ham-hege.r1916206.log ham-jhardin.r1916206.log ham-llanga.r1916206.log ham-mmiroslaw-mails-ham.r1916206.log ham-mmiroslaw-mails-spam.r1916206.log ham-spamsponge.r1916206.log ham-tsz-corpus.r1916206.log ham-whyscream.r1916206.log spam-ena-week0.r1916206.log spam-ena-week1.r1916206.log spam-ena-week3.r1916206.log spam-ena-week4.r1916206.log spam-giovanni-ham.r1916206.log spam-giovanni-spammy.r1916206.log spam-giovanni-spam.r1916206.log spam-grenier.r1916206.log spam-hege.r1916206.log spam-jhardin.r1916206.log spam-llanga.r1916206.log spam-mmiroslaw-mails-ham.r1916206.log spam-mmiroslaw-mails-spam.r1916206.log spam-spamsponge.r1916206.log spam-tsz-corpus.r1916206.log spam-whyscream.r1916206.log
+# Using score set 0 logs for revision 1916228 from:
+# ham-ena-week0.r1916228.log ham-ena-week1.r1916228.log ham-ena-week3.r1916228.log ham-ena-week4.r1916228.log ham-giovanni-ham.r1916228.log ham-giovanni-spammy.r1916228.log ham-giovanni-spam.r1916228.log ham-grenier.r1916228.log ham-hege.r1916228.log ham-jhardin.r1916228.log ham-llanga.r1916228.log ham-mmiroslaw-mails-ham.r1916228.log ham-mmiroslaw-mails-spam.r1916228.log ham-spamsponge.r1916228.log ham-tsz-corpus.r1916228.log ham-whyscream.r1916228.log spam-ena-week0.r1916228.log spam-ena-week1.r1916228.log spam-ena-week3.r1916228.log spam-ena-week4.r1916228.log spam-giovanni-ham.r1916228.log spam-giovanni-spammy.r1916228.log spam-giovanni-spam.r1916228.log spam-grenier.r1916228.log spam-hege.r1916228.log spam-jhardin.r1916228.log spam-llanga.r1916228.log spam-mmiroslaw-mails-ham.r1916228.log spam-mmiroslaw-mails-spam.r1916228.log spam-spamsponge.r1916228.log spam-tsz-corpus.r1916228.log spam-whyscream.r1916228.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.601
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 2.702
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.423
+score ADMITS_SPAM 3.199
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.487
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.005
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.045
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.108
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.141
+score ADVANCE_FEE_4_NEW 2.488
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.388
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.495
-score AD_PREFS 0.243
+score ADVANCE_FEE_5_NEW_MONEY 0.494
+score AD_PREFS 0.131
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.299
-score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 2.197
-score BITCOIN_EXTORT_01 2.102
-score BITCOIN_MALWARE 2.960
-score BITCOIN_ONAN 1.211
+score AXB_X_FF_SEZ_S 3.199
+score BIGNUM_EMAILS_FREEM 2.999
+score BITCOIN_DEADLINE 2.388
+score BITCOIN_EXTORT_01 2.106
+score BITCOIN_MALWARE 3.499
+score BITCOIN_ONAN 1.305
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_07 2.669
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_07 2.102
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 1.832
+score BITCOIN_TOEQFM 2.398
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.900
-score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.001
+score BITCOIN_YOUR_INFO 3.000
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 0.474
+score BODY_URI_ONLY 1.849
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.353
-score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.435
+score BOGUS_MSM_HDRS 0.623
+score CK_HELO_GENERIC 0.250
+score COMPENSATION 0.783
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.774
-score DEAR_BENEFICIARY 3.399
-score DSN_NO_MIMEVERSION 1.999
+score DATE_IN_FUTURE_Q_PLUS 3.999
+score DEAR_BENEFICIARY 3.002
+score DSN_NO_MIMEVERSION 2.000
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 0.425
-score FBI_SPOOF 1.374
-score FILL_THIS_FORM 0.486
-score FONT_INVIS_DIRECT 0.001 # force non-zero
-score FONT_INVIS_LONG_LINE 1.786
+score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score FBI_MONEY 0.261
+score FBI_SPOOF 1.481
+score FILL_THIS_FORM 0.484
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.001 # force non-zero
-score FONT_INVIS_POSTEXTRAS 2.641
+score FONT_INVIS_NORDNS 0.001
+score FONT_INVIS_POSTEXTRAS 2.649
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.169
-score FORM_FRAUD_5 3.067
+score FORM_FRAUD_3 0.721
+score FORM_FRAUD_5 1.516
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
-score FROM_IN_TO_AND_SUBJ 1.999
+score FROM_IN_TO_AND_SUBJ 2.099
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.682
+score FROM_MISSP_DYNIP 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 1.685
score FROM_MISSP_FREEMAIL 3.499
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.341
+score FROM_MISSP_PHISH 3.363
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.544
+score FROM_MISSP_TO_UNDISC 0.386
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.500
-score FROM_NTLD_REPLY_FREEMAIL 1.916
+score FROM_MISSP_XPRIO 2.499
+score FROM_NTLD_REPLY_FREEMAIL 1.760
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 1.302
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_WSP_TRAIL 2.699
score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.094
-score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 2.699
-score FUZZY_PRIVACY 2.699
-score FUZZY_SECURITY 2.900
+score FUZZY_AMAZON 2.486
+score FUZZY_CLICK_HERE 2.999
+score FUZZY_IMPORTANT 1.675
+score FUZZY_PRIVACY 2.799
+score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
score GB_BITCOIN_CP 2.999
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.936
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_MALWARE_DNLD 3.890
-score GOOG_REDIR_HTML_ONLY 2.000
-score GOOG_REDIR_NORDNS 2.499
-score GOOG_STO_IMG_HTML 2.505
-score GOOG_STO_NOIMG_HTML 2.601
+score GB_CUSTOM_HTM_URI 1.034
+score GB_FAKE_RF_SHORT 1.940
+score GB_FREEMAIL_DISPTO 0.001
+score GOOG_MALWARE_DNLD 3.888
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 2.498
+score GOOG_STO_IMG_HTML 2.508
+score GOOG_STO_NOIMG_HTML 2.600
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.499
+score HDRS_MISSP 2.146
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 1.135
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.018
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
+score HK_SCAM 0.314
+score HK_WIN 0.290
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.465
+score HOSTED_IMG_FREEM 1.428
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.001 # force non-zero
-score HTML_ENTITY_ASCII 2.999
+score HREF_EMPTY_NORDNS 0.001
+score HTML_ENTITY_ASCII 2.811
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.354
-score HTML_TEXT_INVISIBLE_STYLE 0.596
-score IMG_DIRECT_TO_MX 0.911
+score HTML_TAG_BALANCE_CENTER 3.100
+score HTML_TEXT_INVISIBLE_FONT 1.350
+score HTML_TEXT_INVISIBLE_STYLE 0.500
+score IMG_DIRECT_TO_MX 0.904
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.399
+score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.499
+score LONGLN_LOW_CONTRAST 2.500
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.498
-score LONG_INVISIBLE_TEXT 1.786
+score LONG_IMG_URI 0.154
+score LONG_INVISIBLE_TEXT 1.785
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001
+score LOTTO_AGENT 1.285
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.494
-score MALWARE_NORDNS 0.790
+score MALFORMED_FREEMAIL 1.489
+score MALWARE_NORDNS 1.561
score MANY_SUBDOM 3.199
-score MILLION_HUNDRED 0.001
-score MILLION_USD 0.887
+score MILLION_HUNDRED 0.001 # force non-zero
+score MILLION_USD 0.891
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIME_NO_TEXT 1.440
+score MIME_NO_TEXT 0.883
score MIXED_ES 1.999
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.049
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.450
+score MONEY_FORM_SHORT 0.887
+score MONEY_FRAUD_3 2.799
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 3.000
+score MONEY_FRAUD_8 3.399
+score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001
+score MONEY_FROM_MISSP 0.443
score MONEY_NOHTML 2.499
score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 0.985
+score MSGID_NOFQDN1 0.400
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.050
+score NICE_REPLY_A -2.656
score NORDNS_LOW_CONTRAST 0.001
-score NO_FM_NAME_IP_HOSTN 0.001
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score OBFU_TEXT_ATTACH 1.499
+score ODD_FREEM_REPTO 3.000
score PDS_BAD_THREAD_QP_64 1.000
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.566
+score PDS_EMPTYSUBJ_URISHRT 1.403
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.788
-score PDS_FROM_NAME_TO_DOMAIN 0.998
+score PDS_FRNOM_TODOM_NAKED_TO 1.099
+score PDS_FROM_NAME_TO_DOMAIN 1.200
score PDS_HP_HELO_NORDNS 0.999
-score PDS_OTHER_BAD_TLD 1.999
score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 1.500
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.910
-score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 1.000
+score RATWARE_NO_RDNS 2.837
+score REPTO_419_FRAUD_GM 1.804
+score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.599
-score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.499
-score SCC_BOGUS_CTE_1 2.837
-score SCC_CANSPAM_1 2.966
+score SCC_BODY_SINGLE_WORD 0.028
+score SCC_BOGUS_CTE_1 2.583
+score SCC_CANSPAM_1 2.932
score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 1.511
+score SCC_CTMPP 0.341
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 1.455
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORTENED_URL_SRC 0.774
+score SCC_SPAMMER_ADDR_2 3.532
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 2.399
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.406
-score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.920
-score STY_INVIS_DIRECT 2.402
+score SPOOFED_FREEMAIL_NO_RDNS 0.346
+score SPOOF_GMAIL_MID 1.500
+score STATIC_XPRIO_OLE 0.001
+score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 2.474
-score SUSP_UTF8_WORD_SUBJ 1.753
+score SUSP_UTF8_WORD_MANY 2.511
+score SUSP_UTF8_WORD_SUBJ 1.907
score THIS_AD 2.199
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.565
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.506
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.959
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.286
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.751
+score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
-score TVD_SPACE_ENCODED 2.497
-score TVD_SPACE_RATIO_MINFP 2.499
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.899
+score TVD_SPACE_ENCODED 2.499
+score TVD_SPACE_RATIO_MINFP 1.997
+score UNDISC_FREEM 2.800
+score UNDISC_MONEY 2.999
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
-score URI_CLOUDFLAREIPFS 2.500
+score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.099
+score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.033
-score URI_ONLY_MSGID_MALF 0.001
+score URI_IMG_CWINDOWSNET 3.073
+score URI_ONLY_MSGID_MALF 1.072
score URI_PHISH 3.999
score URI_TRY_3LD 1.999
+score URI_WPADMIN 2.299
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.608
-score VISTA_COST 2.006
-score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.577
+score VFY_ACCT_NORDNS 2.000
+score VISTA_COST 0.501
+score VISTA_TONOM_EQ_TOLOC 2.500
+score WORD_INVIS 1.583
score WORD_INVIS_MANY 3.000
-score XFER_LOTSA_MONEY 0.238
+score XFER_LOTSA_MONEY 0.239
score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.500
+score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XM_UC_ONLY 2.499
-score XPRIO 1.450
-score YOUR_DELIVERY_ADDRESS 1.250
-score YOU_INHERIT 0.663
+score XPRIO 0.697
+score YOUR_DELIVERY_ADDRESS 1.249
+score YOU_INHERIT 0.646
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -335,8 +336,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score ODD_FREEM_REPTO 1.000
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.000
score PDS_NAKED_TO_NUMERO 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916245&r1=1916244&r2=1916245&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Mar 12 02:55:27 2024
@@ -1,269 +1,266 @@
# Using score set 1 logs for revision 1916194 from:
# ham-net-ena-week0.r1916194.log ham-net-ena-week1.r1916194.log ham-net-ena-week2.r1916194.log ham-net-ena-week3.r1916194.log ham-net-ena-week4.r1916194.log ham-net-giovanni-ham.r1916194.log ham-net-giovanni-spammy.r1916194.log ham-net-giovanni-spam.r1916194.log ham-net-grenier.r1916194.log ham-net-hege.r1916194.log ham-net-jhardin.r1916194.log ham-net-llanga.r1916194.log ham-net-mmiroslaw-mails-ham.r1916194.log ham-net-mmiroslaw-mails-spam.r1916194.log ham-net-spamsponge.r1916194.log ham-net-tsz-corpus.r1916194.log ham-net-whyscream.r1916194.log spam-net-ena-week0.r1916194.log spam-net-ena-week1.r1916194.log spam-net-ena-week2.r1916194.log spam-net-ena-week3.r1916194.log spam-net-ena-week4.r1916194.log spam-net-giovanni-ham.r1916194.log spam-net-giovanni-spammy.r1916194.log spam-net-giovanni-spam.r1916194.log spam-net-grenier.r1916194.log spam-net-hege.r1916194.log spam-net-jhardin.r1916194.log spam-net-llanga.r1916194.log spam-net-mmiroslaw-mails-ham.r1916194.log spam-net-mmirosla
w-mails-spam.r1916194.log spam-net-spamsponge.r1916194.log spam-net-tsz-corpus.r1916194.log spam-net-whyscream.r1916194.log
-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 3.000
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.497
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 3.196
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.209
-score ADVANCE_FEE_2_NEW_MONEY 1.976
-score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.590
+score AC_FROM_MANY_DOTS 2.499
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.167
+score ADMITS_SPAM 3.200
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.130
+score ADVANCE_FEE_2_NEW_MONEY 1.987
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.143
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.186
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.226
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.890
-score AD_PREFS 0.258
-score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APOSTROPHE_TOCC 0.998
+score ADVANCE_FEE_5_NEW_MONEY 0.912
+score AD_PREFS 0.001
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.197
+score AXB_X_FF_SEZ_S 3.199
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 1.930
+score BITCOIN_DEADLINE 1.745
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALWARE 1.925
-score BITCOIN_ONAN 1.020
-score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_03 1.742
-score BITCOIN_SPAM_05 2.417
-score BITCOIN_SPAM_07 1.781
-score BITCOIN_SPAM_09 1.498
-score BITCOIN_TOEQFM 0.239
+score BITCOIN_MALWARE 1.241
+score BITCOIN_ONAN 0.911
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_03 1.870
+score BITCOIN_SPAM_05 1.682
+score BITCOIN_SPAM_07 1.635
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_TOEQFM 0.105
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.996
-score BODY_SINGLE_URI 0.001
+score BITCOIN_XPRIO 2.500
+score BITCOIN_YOUR_INFO 2.999
+score BODY_SINGLE_URI 0.299
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 2.214
-score BOGUS_MSM_HDRS 0.944
-score CK_HELO_GENERIC 0.248
-score COMPENSATION 1.498
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DATE_IN_FUTURE_Q_PLUS 2.754
-score DEAR_BENEFICIARY 0.690
-score DKIMWL_WL_HIGH -1.029
+score BODY_URI_ONLY 0.705
+score BOGUS_MIME_VERSION 2.502
+score BOGUS_MSM_HDRS 1.405
+score CK_HELO_GENERIC 0.249
+score COMPENSATION 1.499
+score CTE_8BIT_MISMATCH 0.001
+score DATE_IN_FUTURE_Q_PLUS 3.589
+score DEAR_BENEFICIARY 1.296
+score DKIMWL_WL_HIGH -0.687
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score DSN_NO_MIMEVERSION 1.997
+score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.497
-score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FBI_MONEY 1.636
-score FBI_SPOOF 1.431
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FBI_MONEY 0.001
+score FBI_SPOOF 1.132
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.002
-score FONT_INVIS_LONG_LINE 2.997
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 0.733
-score FONT_INVIS_POSTEXTRAS 2.977
-score FORGED_SPF_HELO 1.997
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_NORDNS 0.725
+score FONT_INVIS_POSTEXTRAS 2.971
+score FORGED_SPF_HELO 1.999
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.414
-score FORM_FRAUD_5 2.797
-score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FORM_FRAUD_3 0.702
+score FORM_FRAUD_5 1.430
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROM_ADDR_WS 0.001
-score FROM_BANK_NOAUTH 0.998
-score FROM_FMBLA_NEWDOM 1.372
-score FROM_FMBLA_NEWDOM14 0.643
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.587
-score FROM_IN_TO_AND_SUBJ 1.543
-score FROM_MISSPACED 0.789
-score FROM_MISSP_DYNIP 0.970
-score FROM_MISSP_EH_MATCH 0.396
-score FROM_MISSP_FREEMAIL 3.296
+score FROM_BANK_NOAUTH 0.999
+score FROM_FMBLA_NEWDOM 1.459
+score FROM_FMBLA_NEWDOM14 0.651
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.999
+score FROM_IN_TO_AND_SUBJ 2.013
+score FROM_MISSPACED 0.735
+score FROM_MISSP_DYNIP 0.974
+score FROM_MISSP_EH_MATCH 0.387
+score FROM_MISSP_FREEMAIL 3.299
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.262
-score FROM_MISSP_REPLYTO 0.900
-score FROM_MISSP_SPF_FAIL 1.951
-score FROM_MISSP_TO_UNDISC 2.019
+score FROM_MISSP_PHISH 1.053
+score FROM_MISSP_REPLYTO 0.910
+score FROM_MISSP_SPF_FAIL 1.999
+score FROM_MISSP_TO_UNDISC 1.921
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.497
-score FROM_NTLD_REPLY_FREEMAIL 0.791
-score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_WSP_TRAIL 0.459
+score FROM_MISSP_XPRIO 2.499
+score FROM_NTLD_REPLY_FREEMAIL 1.919
+score FROM_PAYPAL_SPOOF 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WSP_TRAIL 0.457
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.397
-score FUZZY_CLICK_HERE 3.096
-score FUZZY_IMPORTANT 2.596
-score FUZZY_PRIVACY 2.697
-score FUZZY_SECURITY 2.796
-score FUZZY_WALLET 1.897
-score GB_BITCOIN_CP 2.996
-score GB_CUSTOM_HTM_URI 0.001 # force non-zero
-score GB_FAKE_RF_SHORT 1.722
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FUZZY_AMAZON 2.400
+score FUZZY_CLICK_HERE 3.099
+score FUZZY_IMPORTANT 2.599
+score FUZZY_PRIVACY 2.699
+score FUZZY_SECURITY 2.799
+score FUZZY_WALLET 1.899
+score GB_BITCOIN_CP 2.999
+score GB_CUSTOM_HTM_URI 0.001
+score GB_FAKE_RF_SHORT 1.724
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.535
-score GOOG_MALWARE_DNLD 4.305
-score GOOG_REDIR_HTML_ONLY 1.997
+score GB_HASHBL_BTC 4.999
+score GOOG_MALWARE_DNLD 4.126
+score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.214
-score GOOG_STO_NOIMG_HTML 2.721
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 2.497
+score GOOG_STO_IMG_HTML 2.225
+score GOOG_STO_NOIMG_HTML 2.724
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.500
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 2.226
+score HDR_ORDER_FTSDMCXX_NORDNS 0.919
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 1.179
-score HK_LOTTO 0.998
+score HELO_NO_DOMAIN 1.178
+score HK_LOTTO 0.999
score HK_NAME_FM_MR_MRS 0.900
-score HK_NAME_MR_MRS 0.998
+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_SCAM 1.955
-score HOSTED_IMG_DIRECT_MX 2.522
-score HOSTED_IMG_FREEM 0.332
-score HOSTED_IMG_MULTI_PUB_01 2.996
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 1.934
+score HOSTED_IMG_DIRECT_MX 3.447
+score HOSTED_IMG_FREEM 1.044
+score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
-score HTML_ENTITY_ASCII 2.996
-score HTML_FONT_TINY_NORDNS 0.314
-score HTML_SINGLET_MANY 2.394
-score HTML_TAG_BALANCE_CENTER 2.495
-score HTML_TEXT_INVISIBLE_FONT 0.493
-score HTML_TEXT_INVISIBLE_STYLE 1.137
+score HTML_ENTITY_ASCII 2.999
+score HTML_FONT_TINY_NORDNS 0.323
+score HTML_SINGLET_MANY 2.397
+score HTML_TAG_BALANCE_CENTER 3.000
+score HTML_TEXT_INVISIBLE_FONT 0.494
+score HTML_TEXT_INVISIBLE_STYLE 0.727
score IMG_DIRECT_TO_MX 0.001
-score IMG_ONLY_FM_DOM_INFO 2.497
+score IMG_ONLY_FM_DOM_INFO 2.499
score KHOP_HELO_FCRDNS 0.259
-score LIST_PARTIAL_SHORT_MSG 1.542
+score LIST_PARTIAL_SHORT_MSG 1.561
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.191
-score LONG_IMG_URI 0.451
-score LONG_INVISIBLE_TEXT 2.096
-score LOTS_OF_MONEY 0.009
+score LONG_HEX_URI 2.190
+score LONG_IMG_URI 0.441
+score LONG_INVISIBLE_TEXT 2.099
+score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.997
-score MALFORMED_FREEMAIL 1.606
-score MALWARE_NORDNS 0.584
-score MANY_SUBDOM 3.096
-score MILLION_HUNDRED 0.001
-score MILLION_USD 0.678
+score LOTTO_DEPT 1.999
+score MALFORMED_FREEMAIL 1.968
+score MALWARE_NORDNS 0.001
+score MANY_SUBDOM 3.099
+score MILLION_HUNDRED 0.001 # force non-zero
+score MILLION_USD 0.679
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.193
-score MIXED_ES 2.097
-score MIXED_HREF_CASE 1.997
+score MIME_NO_TEXT 0.519
+score MIXED_ES 2.100
+score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.895
-score MONEY_FRAUD_3 2.716
+score MONEY_FRAUD_3 2.668
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.083
-score MONEY_FROM_41 1.997
+score MONEY_FREEMAIL_REPTO 1.085
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.497
-score MSGID_HDR_MALF 3.496
-score MSGID_NOFQDN1 1.934
-score NA_DOLLARS 1.498
-score NICE_REPLY_A -3.065
-score NORDNS_LOW_CONTRAST 2.420
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score MONEY_NOHTML 2.499
+score MSGID_HDR_MALF 3.499
+score MSGID_NOFQDN1 1.943
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -1.863
+score NORDNS_LOW_CONTRAST 2.426
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.325
-score OBFU_TEXT_ATTACH 1.597
+score NSL_RCVD_HELO_USER 0.281
+score OBFU_TEXT_ATTACH 1.599
score PDS_BAD_THREAD_QP_64 0.001
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.206
-score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_EMPTYSUBJ_URISHRT 1.498
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.686
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.902
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.898
-score PDS_FROM_NAME_TO_DOMAIN 0.100
-score PDS_HELO_SPF_FAIL 1.997
+score PDS_FRNOM_TODOM_NAKED_TO 0.489
+score PDS_FROM_NAME_TO_DOMAIN 0.516
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.997
score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 1.498
-score PHP_ORIG_SCRIPT_EVAL 2.804
-score PHP_SCRIPT 2.497
+score PDS_TINYSUBJ_URISHRT 1.499
+score PHP_ORIG_SCRIPT_EVAL 2.865
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.854
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 1.120
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001
-score REPTO_419_FRAUD_GM 2.676
-score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 2.596
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score REPTO_419_FRAUD_GM 2.991
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RISK_FREE 2.600
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.582
-score SCC_BOGUS_CTE_1 2.179
-score SCC_CANSPAM_1 0.351
+score SCC_BOGUS_CTE_1 1.952
+score SCC_CANSPAM_1 1.660
score SCC_CANSPAM_2 3.999
-score SCC_CTMPP 1.797
-score SCC_ISEMM_LID_1B 1.498
-score SCC_SPAMMER_ADDR_2 3.396
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.397
-score SHORTENER_SHORT_IMG 1.354
+score SCC_CTMPP 2.076
+score SCC_ISEMM_LID_1B 1.499
+score SCC_SPAMMER_ADDR_2 3.399
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 2.399
+score SHORTENER_SHORT_IMG 1.357
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.497
-score SPOOF_GMAIL_MID 1.498
-score STATIC_XPRIO_OLE 1.269
-score STY_INVIS_DIRECT 0.586
-score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_MANY 1.676
+score SPOOFED_FREEM_REPTO 2.499
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 1.264
+score STY_INVIS_DIRECT 0.750
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_FROM 1.999
+score SUSP_UTF8_WORD_MANY 1.680
score SUSP_UTF8_WORD_SUBJ 1.787
-score THIS_AD 2.197
-score THIS_IS_ADV_SUSP_NTLD 1.242
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.107
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 1.535
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.787
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 1.646
-score TO_NO_BRKTS_NORDNS_HTML 1.199
-score TO_NO_BRKTS_PCNT 2.392
-score TRANSFORM_LIFE 2.497
-score TVD_SPACE_ENCODED 2.283
+score THIS_AD 2.199
+score THIS_IS_ADV_SUSP_NTLD 0.499
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_SPF_FAIL 0.343
+score TO_EQ_FM_SPF_FAIL 0.053
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 1.615
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.786
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.657
+score TO_NO_BRKTS_NORDNS_HTML 1.201
+score TO_NO_BRKTS_PCNT 2.397
+score TRANSFORM_LIFE 2.499
+score TVD_SPACE_ENCODED 2.272
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ASC 2.498
+score UNDISC_FREEM 2.699
+score UNDISC_MONEY 2.799
+score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_AZURE_CLOUDAPP 2.996
-score URI_CLOUDFLAREIPFS 2.497
-score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 2.198
-score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 2.996
-score URI_ONLY_MSGID_MALF 1.997
-score URI_PHISH 3.794
-score URI_TRY_3LD 1.997
-score URI_WP_HACKED 3.497
-score URI_WP_HACKED_2 2.497
-score US_DOLLARS_3 1.997
-score VFY_ACCT_NORDNS 1.686
-score VISTA_COST 2.416
+score URI_AZURE_CLOUDAPP 2.999
+score URI_CLOUDFLAREIPFS 2.500
+score URI_DOTEDU 1.999
+score URI_GOOGLE_PROXY 2.199
+score URI_GOOG_STO_SPAMMY 3.000
+score URI_IMG_CWINDOWSNET 2.993
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 3.805
+score URI_TRY_3LD 1.999
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score US_DOLLARS_3 1.999
+score VFY_ACCT_NORDNS 1.362
+score VISTA_COST 2.266
score VISTA_TONOM_EQ_TOLOC 0.001
-score WORD_INVIS 0.801
-score WORD_INVIS_MANY 2.996
+score WORD_INVIS 0.812
+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 2.996
-score XM_UC_ONLY 2.497
+score XM_LIGHT_HEAVY 2.499
+score XM_RANDOM 2.499
+score XM_RECPTID 2.999
score XPRIO 0.001
-score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 2.220
+score YOUR_DELIVERY_ADDRESS 1.249
+score YOU_INHERIT 0.399
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/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916245&r1=1916244&r2=1916245&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Mar 12 02:55:27 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 494722 62.300% (99.383% of non-spam corpus)
-# Correctly spam: 222895 28.069% (75.227% of spam corpus)
-# False positives: 3073 0.387% (0.617% of nonspam, 55941 weighted)
-# False negatives: 73400 9.243% (24.773% of spam, 136002 weighted)
-# Average score for spam: 8.4 nonspam: 0.6
+# Correctly non-spam: 496074 62.025% (99.421% of non-spam corpus)
+# Correctly spam: 223792 27.981% (74.392% of spam corpus)
+# False positives: 2889 0.361% (0.579% of nonspam, 53355 weighted)
+# False negatives: 77036 9.632% (25.608% of spam, 144492 weighted)
+# Average score for spam: 8.1 nonspam: 0.5
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 794090 100.00%
+# TOTAL: 799791 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61710 99.30%
-# Correctly spam: 27801 75.21%
-# False positives: 433 0.70%
-# False negatives: 9164 24.79%
-# TCR(l=50): 1.199617 SpamRecall: 75.209% SpamPrec: 98.466%
+# Correctly non-spam: 61921 99.40%
+# Correctly spam: 28014 74.61%
+# False positives: 375 0.60%
+# False negatives: 9535 25.39%
+# TCR(l=50): 1.327523 SpamRecall: 74.607% SpamPrec: 98.679%
##### 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: 488858 98.20%
-# Correctly spam: 133394 45.02%
-# False positives: 8937 1.80%
-# False negatives: 162901 54.98%
-# TCR(l=50): 0.485928 SpamRecall: 45.021% SpamPrec: 93.721%
+# Correctly non-spam: 490087 98.22%
+# Correctly spam: 134817 44.82%
+# False positives: 8876 1.78%
+# False negatives: 166011 55.18%
+# TCR(l=50): 0.493314 SpamRecall: 44.815% SpamPrec: 93.823%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61037 98.22%
-# Correctly spam: 16742 45.29%
-# False positives: 1106 1.78%
-# False negatives: 20223 54.71%
-# TCR(l=50): 0.489454 SpamRecall: 45.291% SpamPrec: 93.803%
+# Correctly non-spam: 61122 98.12%
+# Correctly spam: 17057 45.43%
+# False positives: 1174 1.88%
+# False negatives: 20492 54.57%
+# TCR(l=50): 0.474151 SpamRecall: 45.426% SpamPrec: 93.560%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916245&r1=1916244&r2=1916245&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Mar 12 02:55:27 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 499111 63.196% (99.591% of non-spam corpus)
-# Correctly spam: 234989 29.754% (81.418% of spam corpus)
-# False positives: 2049 0.259% (0.409% of nonspam, 87013 weighted)
-# False negatives: 53630 6.791% (18.582% of spam, 97897 weighted)
-# Average score for spam: 12.6 nonspam: -1.2
-# Average for false-pos: 7.4 false-neg: 1.8
+# Correctly non-spam: 499079 63.192% (99.585% of non-spam corpus)
+# Correctly spam: 234433 29.683% (81.226% of spam corpus)
+# False positives: 2081 0.263% (0.415% of nonspam, 87246 weighted)
+# False negatives: 54186 6.861% (18.774% of spam, 96547 weighted)
+# Average score for spam: 12.4 nonspam: -1.1
+# Average for false-pos: 7.3 false-neg: 1.8
# TOTAL: 789779 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62309 99.55%
-# Correctly spam: 29386 81.45%
-# False positives: 280 0.45%
-# False negatives: 6691 18.55%
-# TCR(l=50): 1.743608 SpamRecall: 81.454% SpamPrec: 99.056%
+# Correctly non-spam: 62317 99.57%
+# Correctly spam: 29237 81.04%
+# False positives: 272 0.43%
+# False negatives: 6840 18.96%
+# TCR(l=50): 1.765020 SpamRecall: 81.041% SpamPrec: 99.078%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916245&r1=1916244&r2=1916245&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Mar 12 02:55:27 2024
@@ -1,247 +1,248 @@
-# Using score set 0 logs for revision 1916206 from:
-# ham-ena-week0.r1916206.log ham-ena-week1.r1916206.log ham-ena-week3.r1916206.log ham-ena-week4.r1916206.log ham-giovanni-ham.r1916206.log ham-giovanni-spammy.r1916206.log ham-giovanni-spam.r1916206.log ham-grenier.r1916206.log ham-hege.r1916206.log ham-jhardin.r1916206.log ham-llanga.r1916206.log ham-mmiroslaw-mails-ham.r1916206.log ham-mmiroslaw-mails-spam.r1916206.log ham-spamsponge.r1916206.log ham-tsz-corpus.r1916206.log ham-whyscream.r1916206.log spam-ena-week0.r1916206.log spam-ena-week1.r1916206.log spam-ena-week3.r1916206.log spam-ena-week4.r1916206.log spam-giovanni-ham.r1916206.log spam-giovanni-spammy.r1916206.log spam-giovanni-spam.r1916206.log spam-grenier.r1916206.log spam-hege.r1916206.log spam-jhardin.r1916206.log spam-llanga.r1916206.log spam-mmiroslaw-mails-ham.r1916206.log spam-mmiroslaw-mails-spam.r1916206.log spam-spamsponge.r1916206.log spam-tsz-corpus.r1916206.log spam-whyscream.r1916206.log
+# Using score set 0 logs for revision 1916228 from:
+# ham-ena-week0.r1916228.log ham-ena-week1.r1916228.log ham-ena-week3.r1916228.log ham-ena-week4.r1916228.log ham-giovanni-ham.r1916228.log ham-giovanni-spammy.r1916228.log ham-giovanni-spam.r1916228.log ham-grenier.r1916228.log ham-hege.r1916228.log ham-jhardin.r1916228.log ham-llanga.r1916228.log ham-mmiroslaw-mails-ham.r1916228.log ham-mmiroslaw-mails-spam.r1916228.log ham-spamsponge.r1916228.log ham-tsz-corpus.r1916228.log ham-whyscream.r1916228.log spam-ena-week0.r1916228.log spam-ena-week1.r1916228.log spam-ena-week3.r1916228.log spam-ena-week4.r1916228.log spam-giovanni-ham.r1916228.log spam-giovanni-spammy.r1916228.log spam-giovanni-spam.r1916228.log spam-grenier.r1916228.log spam-hege.r1916228.log spam-jhardin.r1916228.log spam-llanga.r1916228.log spam-mmiroslaw-mails-ham.r1916228.log spam-mmiroslaw-mails-spam.r1916228.log spam-spamsponge.r1916228.log spam-tsz-corpus.r1916228.log spam-whyscream.r1916228.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.601
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 2.702
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.423
+score ADMITS_SPAM 3.199
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.487
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.005
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.045
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.108
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.141
+score ADVANCE_FEE_4_NEW 2.488
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.388
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.495
-score AD_PREFS 0.243
+score ADVANCE_FEE_5_NEW_MONEY 0.494
+score AD_PREFS 0.131
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.299
-score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 2.197
-score BITCOIN_EXTORT_01 2.102
-score BITCOIN_MALWARE 2.960
-score BITCOIN_ONAN 1.211
+score AXB_X_FF_SEZ_S 3.199
+score BIGNUM_EMAILS_FREEM 2.999
+score BITCOIN_DEADLINE 2.388
+score BITCOIN_EXTORT_01 2.106
+score BITCOIN_MALWARE 3.499
+score BITCOIN_ONAN 1.305
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_07 2.669
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_07 2.102
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 1.832
+score BITCOIN_TOEQFM 2.398
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.900
-score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.001
+score BITCOIN_YOUR_INFO 3.000
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 0.474
+score BODY_URI_ONLY 1.849
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.353
-score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.435
+score BOGUS_MSM_HDRS 0.623
+score CK_HELO_GENERIC 0.250
+score COMPENSATION 0.783
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.774
-score DEAR_BENEFICIARY 3.399
-score DSN_NO_MIMEVERSION 1.999
+score DATE_IN_FUTURE_Q_PLUS 3.999
+score DEAR_BENEFICIARY 3.002
+score DSN_NO_MIMEVERSION 2.000
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 0.425
-score FBI_SPOOF 1.374
-score FILL_THIS_FORM 0.486
-score FONT_INVIS_DIRECT 0.001 # force non-zero
-score FONT_INVIS_LONG_LINE 1.786
+score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score FBI_MONEY 0.261
+score FBI_SPOOF 1.481
+score FILL_THIS_FORM 0.484
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.001 # force non-zero
-score FONT_INVIS_POSTEXTRAS 2.641
+score FONT_INVIS_NORDNS 0.001
+score FONT_INVIS_POSTEXTRAS 2.649
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.169
-score FORM_FRAUD_5 3.067
+score FORM_FRAUD_3 0.721
+score FORM_FRAUD_5 1.516
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
-score FROM_IN_TO_AND_SUBJ 1.999
+score FROM_IN_TO_AND_SUBJ 2.099
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.682
+score FROM_MISSP_DYNIP 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 1.685
score FROM_MISSP_FREEMAIL 3.499
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.341
+score FROM_MISSP_PHISH 3.363
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.544
+score FROM_MISSP_TO_UNDISC 0.386
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.500
-score FROM_NTLD_REPLY_FREEMAIL 1.916
+score FROM_MISSP_XPRIO 2.499
+score FROM_NTLD_REPLY_FREEMAIL 1.760
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 1.302
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_WSP_TRAIL 2.699
score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.094
-score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 2.699
-score FUZZY_PRIVACY 2.699
-score FUZZY_SECURITY 2.900
+score FUZZY_AMAZON 2.486
+score FUZZY_CLICK_HERE 2.999
+score FUZZY_IMPORTANT 1.675
+score FUZZY_PRIVACY 2.799
+score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
score GB_BITCOIN_CP 2.999
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.936
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_MALWARE_DNLD 3.890
-score GOOG_REDIR_HTML_ONLY 2.000
-score GOOG_REDIR_NORDNS 2.499
-score GOOG_STO_IMG_HTML 2.505
-score GOOG_STO_NOIMG_HTML 2.601
+score GB_CUSTOM_HTM_URI 1.034
+score GB_FAKE_RF_SHORT 1.940
+score GB_FREEMAIL_DISPTO 0.001
+score GOOG_MALWARE_DNLD 3.888
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 2.498
+score GOOG_STO_IMG_HTML 2.508
+score GOOG_STO_NOIMG_HTML 2.600
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.499
+score HDRS_MISSP 2.146
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 1.135
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.018
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
+score HK_SCAM 0.314
+score HK_WIN 0.290
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.465
+score HOSTED_IMG_FREEM 1.428
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.001 # force non-zero
-score HTML_ENTITY_ASCII 2.999
+score HREF_EMPTY_NORDNS 0.001
+score HTML_ENTITY_ASCII 2.811
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.354
-score HTML_TEXT_INVISIBLE_STYLE 0.596
-score IMG_DIRECT_TO_MX 0.911
+score HTML_TAG_BALANCE_CENTER 3.100
+score HTML_TEXT_INVISIBLE_FONT 1.350
+score HTML_TEXT_INVISIBLE_STYLE 0.500
+score IMG_DIRECT_TO_MX 0.904
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.399
+score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.499
+score LONGLN_LOW_CONTRAST 2.500
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.498
-score LONG_INVISIBLE_TEXT 1.786
+score LONG_IMG_URI 0.154
+score LONG_INVISIBLE_TEXT 1.785
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001
+score LOTTO_AGENT 1.285
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.494
-score MALWARE_NORDNS 0.790
+score MALFORMED_FREEMAIL 1.489
+score MALWARE_NORDNS 1.561
score MANY_SUBDOM 3.199
-score MILLION_HUNDRED 0.001
-score MILLION_USD 0.887
+score MILLION_HUNDRED 0.001 # force non-zero
+score MILLION_USD 0.891
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIME_NO_TEXT 1.440
+score MIME_NO_TEXT 0.883
score MIXED_ES 1.999
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.049
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.450
+score MONEY_FORM_SHORT 0.887
+score MONEY_FRAUD_3 2.799
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 3.000
+score MONEY_FRAUD_8 3.399
+score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001
+score MONEY_FROM_MISSP 0.443
score MONEY_NOHTML 2.499
score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 0.985
+score MSGID_NOFQDN1 0.400
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.050
+score NICE_REPLY_A -2.656
score NORDNS_LOW_CONTRAST 0.001
-score NO_FM_NAME_IP_HOSTN 0.001
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score OBFU_TEXT_ATTACH 1.499
+score ODD_FREEM_REPTO 3.000
score PDS_BAD_THREAD_QP_64 1.000
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.566
+score PDS_EMPTYSUBJ_URISHRT 1.403
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.788
-score PDS_FROM_NAME_TO_DOMAIN 0.998
+score PDS_FRNOM_TODOM_NAKED_TO 1.099
+score PDS_FROM_NAME_TO_DOMAIN 1.200
score PDS_HP_HELO_NORDNS 0.999
-score PDS_OTHER_BAD_TLD 1.999
score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 1.500
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.910
-score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 1.000
+score RATWARE_NO_RDNS 2.837
+score REPTO_419_FRAUD_GM 1.804
+score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.599
-score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.499
-score SCC_BOGUS_CTE_1 2.837
-score SCC_CANSPAM_1 2.966
+score SCC_BODY_SINGLE_WORD 0.028
+score SCC_BOGUS_CTE_1 2.583
+score SCC_CANSPAM_1 2.932
score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 1.511
+score SCC_CTMPP 0.341
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 1.455
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORTENED_URL_SRC 0.774
+score SCC_SPAMMER_ADDR_2 3.532
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 2.399
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.406
-score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.920
-score STY_INVIS_DIRECT 2.402
+score SPOOFED_FREEMAIL_NO_RDNS 0.346
+score SPOOF_GMAIL_MID 1.500
+score STATIC_XPRIO_OLE 0.001
+score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 2.474
-score SUSP_UTF8_WORD_SUBJ 1.753
+score SUSP_UTF8_WORD_MANY 2.511
+score SUSP_UTF8_WORD_SUBJ 1.907
score THIS_AD 2.199
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.565
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.506
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.959
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.286
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.751
+score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
-score TVD_SPACE_ENCODED 2.497
-score TVD_SPACE_RATIO_MINFP 2.499
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.899
+score TVD_SPACE_ENCODED 2.499
+score TVD_SPACE_RATIO_MINFP 1.997
+score UNDISC_FREEM 2.800
+score UNDISC_MONEY 2.999
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
-score URI_CLOUDFLAREIPFS 2.500
+score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.099
+score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.033
-score URI_ONLY_MSGID_MALF 0.001
+score URI_IMG_CWINDOWSNET 3.073
+score URI_ONLY_MSGID_MALF 1.072
score URI_PHISH 3.999
score URI_TRY_3LD 1.999
+score URI_WPADMIN 2.299
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.608
-score VISTA_COST 2.006
-score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.577
+score VFY_ACCT_NORDNS 2.000
+score VISTA_COST 0.501
+score VISTA_TONOM_EQ_TOLOC 2.500
+score WORD_INVIS 1.583
score WORD_INVIS_MANY 3.000
-score XFER_LOTSA_MONEY 0.238
+score XFER_LOTSA_MONEY 0.239
score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.500
+score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XM_UC_ONLY 2.499
-score XPRIO 1.450
-score YOUR_DELIVERY_ADDRESS 1.250
-score YOU_INHERIT 0.663
+score XPRIO 0.697
+score YOUR_DELIVERY_ADDRESS 1.249
+score YOU_INHERIT 0.646
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -335,8 +336,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score ODD_FREEM_REPTO 1.000
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.000
score PDS_NAKED_TO_NUMERO 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916245&r1=1916244&r2=1916245&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Mar 12 02:55:27 2024
@@ -1,269 +1,266 @@
# Using score set 1 logs for revision 1916194 from:
# ham-net-ena-week0.r1916194.log ham-net-ena-week1.r1916194.log ham-net-ena-week2.r1916194.log ham-net-ena-week3.r1916194.log ham-net-ena-week4.r1916194.log ham-net-giovanni-ham.r1916194.log ham-net-giovanni-spammy.r1916194.log ham-net-giovanni-spam.r1916194.log ham-net-grenier.r1916194.log ham-net-hege.r1916194.log ham-net-jhardin.r1916194.log ham-net-llanga.r1916194.log ham-net-mmiroslaw-mails-ham.r1916194.log ham-net-mmiroslaw-mails-spam.r1916194.log ham-net-spamsponge.r1916194.log ham-net-tsz-corpus.r1916194.log ham-net-whyscream.r1916194.log spam-net-ena-week0.r1916194.log spam-net-ena-week1.r1916194.log spam-net-ena-week2.r1916194.log spam-net-ena-week3.r1916194.log spam-net-ena-week4.r1916194.log spam-net-giovanni-ham.r1916194.log spam-net-giovanni-spammy.r1916194.log spam-net-giovanni-spam.r1916194.log spam-net-grenier.r1916194.log spam-net-hege.r1916194.log spam-net-jhardin.r1916194.log spam-net-llanga.r1916194.log spam-net-mmiroslaw-mails-ham.r1916194.log spam-net-mmirosla
w-mails-spam.r1916194.log spam-net-spamsponge.r1916194.log spam-net-tsz-corpus.r1916194.log spam-net-whyscream.r1916194.log
-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 3.000
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.497
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 3.196
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.209
-score ADVANCE_FEE_2_NEW_MONEY 1.976
-score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.590
+score AC_FROM_MANY_DOTS 2.499
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.167
+score ADMITS_SPAM 3.200
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.130
+score ADVANCE_FEE_2_NEW_MONEY 1.987
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.143
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.186
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.226
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.890
-score AD_PREFS 0.258
-score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APOSTROPHE_TOCC 0.998
+score ADVANCE_FEE_5_NEW_MONEY 0.912
+score AD_PREFS 0.001
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.197
+score AXB_X_FF_SEZ_S 3.199
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 1.930
+score BITCOIN_DEADLINE 1.745
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALWARE 1.925
-score BITCOIN_ONAN 1.020
-score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_03 1.742
-score BITCOIN_SPAM_05 2.417
-score BITCOIN_SPAM_07 1.781
-score BITCOIN_SPAM_09 1.498
-score BITCOIN_TOEQFM 0.239
+score BITCOIN_MALWARE 1.241
+score BITCOIN_ONAN 0.911
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_03 1.870
+score BITCOIN_SPAM_05 1.682
+score BITCOIN_SPAM_07 1.635
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_TOEQFM 0.105
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.996
-score BODY_SINGLE_URI 0.001
+score BITCOIN_XPRIO 2.500
+score BITCOIN_YOUR_INFO 2.999
+score BODY_SINGLE_URI 0.299
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 2.214
-score BOGUS_MSM_HDRS 0.944
-score CK_HELO_GENERIC 0.248
-score COMPENSATION 1.498
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DATE_IN_FUTURE_Q_PLUS 2.754
-score DEAR_BENEFICIARY 0.690
-score DKIMWL_WL_HIGH -1.029
+score BODY_URI_ONLY 0.705
+score BOGUS_MIME_VERSION 2.502
+score BOGUS_MSM_HDRS 1.405
+score CK_HELO_GENERIC 0.249
+score COMPENSATION 1.499
+score CTE_8BIT_MISMATCH 0.001
+score DATE_IN_FUTURE_Q_PLUS 3.589
+score DEAR_BENEFICIARY 1.296
+score DKIMWL_WL_HIGH -0.687
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score DSN_NO_MIMEVERSION 1.997
+score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.497
-score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FBI_MONEY 1.636
-score FBI_SPOOF 1.431
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FBI_MONEY 0.001
+score FBI_SPOOF 1.132
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.002
-score FONT_INVIS_LONG_LINE 2.997
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 0.733
-score FONT_INVIS_POSTEXTRAS 2.977
-score FORGED_SPF_HELO 1.997
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_NORDNS 0.725
+score FONT_INVIS_POSTEXTRAS 2.971
+score FORGED_SPF_HELO 1.999
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.414
-score FORM_FRAUD_5 2.797
-score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FORM_FRAUD_3 0.702
+score FORM_FRAUD_5 1.430
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROM_ADDR_WS 0.001
-score FROM_BANK_NOAUTH 0.998
-score FROM_FMBLA_NEWDOM 1.372
-score FROM_FMBLA_NEWDOM14 0.643
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.587
-score FROM_IN_TO_AND_SUBJ 1.543
-score FROM_MISSPACED 0.789
-score FROM_MISSP_DYNIP 0.970
-score FROM_MISSP_EH_MATCH 0.396
-score FROM_MISSP_FREEMAIL 3.296
+score FROM_BANK_NOAUTH 0.999
+score FROM_FMBLA_NEWDOM 1.459
+score FROM_FMBLA_NEWDOM14 0.651
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.999
+score FROM_IN_TO_AND_SUBJ 2.013
+score FROM_MISSPACED 0.735
+score FROM_MISSP_DYNIP 0.974
+score FROM_MISSP_EH_MATCH 0.387
+score FROM_MISSP_FREEMAIL 3.299
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.262
-score FROM_MISSP_REPLYTO 0.900
-score FROM_MISSP_SPF_FAIL 1.951
-score FROM_MISSP_TO_UNDISC 2.019
+score FROM_MISSP_PHISH 1.053
+score FROM_MISSP_REPLYTO 0.910
+score FROM_MISSP_SPF_FAIL 1.999
+score FROM_MISSP_TO_UNDISC 1.921
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.497
-score FROM_NTLD_REPLY_FREEMAIL 0.791
-score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_WSP_TRAIL 0.459
+score FROM_MISSP_XPRIO 2.499
+score FROM_NTLD_REPLY_FREEMAIL 1.919
+score FROM_PAYPAL_SPOOF 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WSP_TRAIL 0.457
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.397
-score FUZZY_CLICK_HERE 3.096
-score FUZZY_IMPORTANT 2.596
-score FUZZY_PRIVACY 2.697
-score FUZZY_SECURITY 2.796
-score FUZZY_WALLET 1.897
-score GB_BITCOIN_CP 2.996
-score GB_CUSTOM_HTM_URI 0.001 # force non-zero
-score GB_FAKE_RF_SHORT 1.722
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FUZZY_AMAZON 2.400
+score FUZZY_CLICK_HERE 3.099
+score FUZZY_IMPORTANT 2.599
+score FUZZY_PRIVACY 2.699
+score FUZZY_SECURITY 2.799
+score FUZZY_WALLET 1.899
+score GB_BITCOIN_CP 2.999
+score GB_CUSTOM_HTM_URI 0.001
+score GB_FAKE_RF_SHORT 1.724
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.535
-score GOOG_MALWARE_DNLD 4.305
-score GOOG_REDIR_HTML_ONLY 1.997
+score GB_HASHBL_BTC 4.999
+score GOOG_MALWARE_DNLD 4.126
+score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.214
-score GOOG_STO_NOIMG_HTML 2.721
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 2.497
+score GOOG_STO_IMG_HTML 2.225
+score GOOG_STO_NOIMG_HTML 2.724
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.500
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 2.226
+score HDR_ORDER_FTSDMCXX_NORDNS 0.919
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 1.179
-score HK_LOTTO 0.998
+score HELO_NO_DOMAIN 1.178
+score HK_LOTTO 0.999
score HK_NAME_FM_MR_MRS 0.900
-score HK_NAME_MR_MRS 0.998
+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_SCAM 1.955
-score HOSTED_IMG_DIRECT_MX 2.522
-score HOSTED_IMG_FREEM 0.332
-score HOSTED_IMG_MULTI_PUB_01 2.996
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 1.934
+score HOSTED_IMG_DIRECT_MX 3.447
+score HOSTED_IMG_FREEM 1.044
+score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
-score HTML_ENTITY_ASCII 2.996
-score HTML_FONT_TINY_NORDNS 0.314
-score HTML_SINGLET_MANY 2.394
-score HTML_TAG_BALANCE_CENTER 2.495
-score HTML_TEXT_INVISIBLE_FONT 0.493
-score HTML_TEXT_INVISIBLE_STYLE 1.137
+score HTML_ENTITY_ASCII 2.999
+score HTML_FONT_TINY_NORDNS 0.323
+score HTML_SINGLET_MANY 2.397
+score HTML_TAG_BALANCE_CENTER 3.000
+score HTML_TEXT_INVISIBLE_FONT 0.494
+score HTML_TEXT_INVISIBLE_STYLE 0.727
score IMG_DIRECT_TO_MX 0.001
-score IMG_ONLY_FM_DOM_INFO 2.497
+score IMG_ONLY_FM_DOM_INFO 2.499
score KHOP_HELO_FCRDNS 0.259
-score LIST_PARTIAL_SHORT_MSG 1.542
+score LIST_PARTIAL_SHORT_MSG 1.561
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.191
-score LONG_IMG_URI 0.451
-score LONG_INVISIBLE_TEXT 2.096
-score LOTS_OF_MONEY 0.009
+score LONG_HEX_URI 2.190
+score LONG_IMG_URI 0.441
+score LONG_INVISIBLE_TEXT 2.099
+score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.997
-score MALFORMED_FREEMAIL 1.606
-score MALWARE_NORDNS 0.584
-score MANY_SUBDOM 3.096
-score MILLION_HUNDRED 0.001
-score MILLION_USD 0.678
+score LOTTO_DEPT 1.999
+score MALFORMED_FREEMAIL 1.968
+score MALWARE_NORDNS 0.001
+score MANY_SUBDOM 3.099
+score MILLION_HUNDRED 0.001 # force non-zero
+score MILLION_USD 0.679
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.193
-score MIXED_ES 2.097
-score MIXED_HREF_CASE 1.997
+score MIME_NO_TEXT 0.519
+score MIXED_ES 2.100
+score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.895
-score MONEY_FRAUD_3 2.716
+score MONEY_FRAUD_3 2.668
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.083
-score MONEY_FROM_41 1.997
+score MONEY_FREEMAIL_REPTO 1.085
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.497
-score MSGID_HDR_MALF 3.496
-score MSGID_NOFQDN1 1.934
-score NA_DOLLARS 1.498
-score NICE_REPLY_A -3.065
-score NORDNS_LOW_CONTRAST 2.420
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score MONEY_NOHTML 2.499
+score MSGID_HDR_MALF 3.499
+score MSGID_NOFQDN1 1.943
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -1.863
+score NORDNS_LOW_CONTRAST 2.426
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.325
-score OBFU_TEXT_ATTACH 1.597
+score NSL_RCVD_HELO_USER 0.281
+score OBFU_TEXT_ATTACH 1.599
score PDS_BAD_THREAD_QP_64 0.001
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.206
-score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_EMPTYSUBJ_URISHRT 1.498
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.686
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.902
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.898
-score PDS_FROM_NAME_TO_DOMAIN 0.100
-score PDS_HELO_SPF_FAIL 1.997
+score PDS_FRNOM_TODOM_NAKED_TO 0.489
+score PDS_FROM_NAME_TO_DOMAIN 0.516
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.997
score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 1.498
-score PHP_ORIG_SCRIPT_EVAL 2.804
-score PHP_SCRIPT 2.497
+score PDS_TINYSUBJ_URISHRT 1.499
+score PHP_ORIG_SCRIPT_EVAL 2.865
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.854
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 1.120
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001
-score REPTO_419_FRAUD_GM 2.676
-score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 2.596
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score REPTO_419_FRAUD_GM 2.991
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RISK_FREE 2.600
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.582
-score SCC_BOGUS_CTE_1 2.179
-score SCC_CANSPAM_1 0.351
+score SCC_BOGUS_CTE_1 1.952
+score SCC_CANSPAM_1 1.660
score SCC_CANSPAM_2 3.999
-score SCC_CTMPP 1.797
-score SCC_ISEMM_LID_1B 1.498
-score SCC_SPAMMER_ADDR_2 3.396
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.397
-score SHORTENER_SHORT_IMG 1.354
+score SCC_CTMPP 2.076
+score SCC_ISEMM_LID_1B 1.499
+score SCC_SPAMMER_ADDR_2 3.399
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 2.399
+score SHORTENER_SHORT_IMG 1.357
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.497
-score SPOOF_GMAIL_MID 1.498
-score STATIC_XPRIO_OLE 1.269
-score STY_INVIS_DIRECT 0.586
-score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_MANY 1.676
+score SPOOFED_FREEM_REPTO 2.499
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 1.264
+score STY_INVIS_DIRECT 0.750
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_FROM 1.999
+score SUSP_UTF8_WORD_MANY 1.680
score SUSP_UTF8_WORD_SUBJ 1.787
-score THIS_AD 2.197
-score THIS_IS_ADV_SUSP_NTLD 1.242
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.107
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 1.535
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.787
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 1.646
-score TO_NO_BRKTS_NORDNS_HTML 1.199
-score TO_NO_BRKTS_PCNT 2.392
-score TRANSFORM_LIFE 2.497
-score TVD_SPACE_ENCODED 2.283
+score THIS_AD 2.199
+score THIS_IS_ADV_SUSP_NTLD 0.499
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_SPF_FAIL 0.343
+score TO_EQ_FM_SPF_FAIL 0.053
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 1.615
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.786
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.657
+score TO_NO_BRKTS_NORDNS_HTML 1.201
+score TO_NO_BRKTS_PCNT 2.397
+score TRANSFORM_LIFE 2.499
+score TVD_SPACE_ENCODED 2.272
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ASC 2.498
+score UNDISC_FREEM 2.699
+score UNDISC_MONEY 2.799
+score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_AZURE_CLOUDAPP 2.996
-score URI_CLOUDFLAREIPFS 2.497
-score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 2.198
-score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 2.996
-score URI_ONLY_MSGID_MALF 1.997
-score URI_PHISH 3.794
-score URI_TRY_3LD 1.997
-score URI_WP_HACKED 3.497
-score URI_WP_HACKED_2 2.497
-score US_DOLLARS_3 1.997
-score VFY_ACCT_NORDNS 1.686
-score VISTA_COST 2.416
+score URI_AZURE_CLOUDAPP 2.999
+score URI_CLOUDFLAREIPFS 2.500
+score URI_DOTEDU 1.999
+score URI_GOOGLE_PROXY 2.199
+score URI_GOOG_STO_SPAMMY 3.000
+score URI_IMG_CWINDOWSNET 2.993
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 3.805
+score URI_TRY_3LD 1.999
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score US_DOLLARS_3 1.999
+score VFY_ACCT_NORDNS 1.362
+score VISTA_COST 2.266
score VISTA_TONOM_EQ_TOLOC 0.001
-score WORD_INVIS 0.801
-score WORD_INVIS_MANY 2.996
+score WORD_INVIS 0.812
+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 2.996
-score XM_UC_ONLY 2.497
+score XM_LIGHT_HEAVY 2.499
+score XM_RANDOM 2.499
+score XM_RECPTID 2.999
score XPRIO 0.001
-score YOUR_DELIVERY_ADDRESS 1.248
-score YOU_INHERIT 2.220
+score YOUR_DELIVERY_ADDRESS 1.249
+score YOU_INHERIT 0.399
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/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916245&r1=1916244&r2=1916245&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Mar 12 02:55:27 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 494722 62.300% (99.383% of non-spam corpus)
-# Correctly spam: 222895 28.069% (75.227% of spam corpus)
-# False positives: 3073 0.387% (0.617% of nonspam, 55941 weighted)
-# False negatives: 73400 9.243% (24.773% of spam, 136002 weighted)
-# Average score for spam: 8.4 nonspam: 0.6
+# Correctly non-spam: 496074 62.025% (99.421% of non-spam corpus)
+# Correctly spam: 223792 27.981% (74.392% of spam corpus)
+# False positives: 2889 0.361% (0.579% of nonspam, 53355 weighted)
+# False negatives: 77036 9.632% (25.608% of spam, 144492 weighted)
+# Average score for spam: 8.1 nonspam: 0.5
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 794090 100.00%
+# TOTAL: 799791 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61710 99.30%
-# Correctly spam: 27801 75.21%
-# False positives: 433 0.70%
-# False negatives: 9164 24.79%
-# TCR(l=50): 1.199617 SpamRecall: 75.209% SpamPrec: 98.466%
+# Correctly non-spam: 61921 99.40%
+# Correctly spam: 28014 74.61%
+# False positives: 375 0.60%
+# False negatives: 9535 25.39%
+# TCR(l=50): 1.327523 SpamRecall: 74.607% SpamPrec: 98.679%
##### 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: 488858 98.20%
-# Correctly spam: 133394 45.02%
-# False positives: 8937 1.80%
-# False negatives: 162901 54.98%
-# TCR(l=50): 0.485928 SpamRecall: 45.021% SpamPrec: 93.721%
+# Correctly non-spam: 490087 98.22%
+# Correctly spam: 134817 44.82%
+# False positives: 8876 1.78%
+# False negatives: 166011 55.18%
+# TCR(l=50): 0.493314 SpamRecall: 44.815% SpamPrec: 93.823%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61037 98.22%
-# Correctly spam: 16742 45.29%
-# False positives: 1106 1.78%
-# False negatives: 20223 54.71%
-# TCR(l=50): 0.489454 SpamRecall: 45.291% SpamPrec: 93.803%
+# Correctly non-spam: 61122 98.12%
+# Correctly spam: 17057 45.43%
+# False positives: 1174 1.88%
+# False negatives: 20492 54.57%
+# TCR(l=50): 0.474151 SpamRecall: 45.426% SpamPrec: 93.560%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916245&r1=1916244&r2=1916245&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Mar 12 02:55:27 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 499111 63.196% (99.591% of non-spam corpus)
-# Correctly spam: 234989 29.754% (81.418% of spam corpus)
-# False positives: 2049 0.259% (0.409% of nonspam, 87013 weighted)
-# False negatives: 53630 6.791% (18.582% of spam, 97897 weighted)
-# Average score for spam: 12.6 nonspam: -1.2
-# Average for false-pos: 7.4 false-neg: 1.8
+# Correctly non-spam: 499079 63.192% (99.585% of non-spam corpus)
+# Correctly spam: 234433 29.683% (81.226% of spam corpus)
+# False positives: 2081 0.263% (0.415% of nonspam, 87246 weighted)
+# False negatives: 54186 6.861% (18.774% of spam, 96547 weighted)
+# Average score for spam: 12.4 nonspam: -1.1
+# Average for false-pos: 7.3 false-neg: 1.8
# TOTAL: 789779 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62309 99.55%
-# Correctly spam: 29386 81.45%
-# False positives: 280 0.45%
-# False negatives: 6691 18.55%
-# TCR(l=50): 1.743608 SpamRecall: 81.454% SpamPrec: 99.056%
+# Correctly non-spam: 62317 99.57%
+# Correctly spam: 29237 81.04%
+# False positives: 272 0.43%
+# False negatives: 6840 18.96%
+# TCR(l=50): 1.765020 SpamRecall: 81.041% SpamPrec: 99.078%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...