Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916172&r1=1916171&r2=1916172&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Mar 8 02:59:58 2024
@@ -1,248 +1,250 @@
-# Using score set 0 logs for revision 1916141 from:
-# ham-ena-week0.r1916141.log ham-ena-week1.r1916141.log ham-ena-week2.r1916141.log ham-ena-week3.r1916141.log ham-ena-week4.r1916141.log ham-giovanni-ham.r1916141.log ham-giovanni-spammy.r1916141.log ham-giovanni-spam.r1916141.log ham-grenier.r1916141.log ham-hege.r1916141.log ham-jhardin.r1916141.log ham-llanga.r1916141.log ham-mmiroslaw-mails-ham.r1916141.log ham-mmiroslaw-mails-spam.r1916141.log ham-spamsponge.r1916141.log ham-tsz-corpus.r1916141.log ham-whyscream.r1916141.log spam-ena-week0.r1916141.log spam-ena-week1.r1916141.log spam-ena-week2.r1916141.log spam-ena-week3.r1916141.log spam-ena-week4.r1916141.log spam-giovanni-ham.r1916141.log spam-giovanni-spammy.r1916141.log spam-giovanni-spam.r1916141.log spam-grenier.r1916141.log spam-hege.r1916141.log spam-jhardin.r1916141.log spam-llanga.r1916141.log spam-mmiroslaw-mails-ham.r1916141.log spam-mmiroslaw-mails-spam.r1916141.log spam-spamsponge.r1916141.log spam-tsz-corpus.r1916141.log spam-whyscream.r1916141.log
+# Using score set 0 logs for revision 1916163 from:
+# ham-ena-week0.r1916163.log ham-ena-week1.r1916163.log ham-ena-week2.r1916163.log ham-ena-week3.r1916163.log ham-ena-week4.r1916163.log ham-giovanni-ham.r1916163.log ham-giovanni-spammy.r1916163.log ham-giovanni-spam.r1916163.log ham-grenier.r1916163.log ham-hege.r1916163.log ham-jhardin.r1916163.log ham-llanga.r1916163.log ham-mmiroslaw-mails-ham.r1916163.log ham-mmiroslaw-mails-spam.r1916163.log ham-spamsponge.r1916163.log ham-tsz-corpus.r1916163.log ham-whyscream.r1916163.log spam-ena-week0.r1916163.log spam-ena-week1.r1916163.log spam-ena-week2.r1916163.log spam-ena-week3.r1916163.log spam-ena-week4.r1916163.log spam-giovanni-ham.r1916163.log spam-giovanni-spammy.r1916163.log spam-giovanni-spam.r1916163.log spam-grenier.r1916163.log spam-hege.r1916163.log spam-jhardin.r1916163.log spam-llanga.r1916163.log spam-mmiroslaw-mails-ham.r1916163.log spam-mmiroslaw-mails-spam.r1916163.log spam-spamsponge.r1916163.log spam-tsz-corpus.r1916163.log spam-whyscream.r1916163.log
-score ACCT_PHISHING_MANY 2.555
+score ACCT_PHISHING_MANY 2.448
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 3.299
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.108
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.525
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.152
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.706
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.740
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.862
+score ADVANCE_FEE_4_NEW 2.751
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.141
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.433
+score ADVANCE_FEE_5_NEW_MONEY 0.494
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 3.099
-score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 2.945
-score BITCOIN_EXTORT_01 2.104
-score BITCOIN_MALWARE 2.593
-score BITCOIN_ONAN 2.393
+score AXB_X_FF_SEZ_S 3.199
+score BITCOIN_DEADLINE 2.295
+score BITCOIN_EXTORT_01 2.105
+score BITCOIN_MALWARE 3.245
+score BITCOIN_ONAN 1.794
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 1.416
-score BITCOIN_SPAM_09 1.500
-score BITCOIN_TOEQFM 3.088
-score BITCOIN_VISTA 1.103
-score BITCOIN_XPRIO 2.500
+score BITCOIN_SPAM_07 1.707
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_TOEQFM 2.802
+score BITCOIN_VISTA 0.001 # force non-zero
+score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.998
+score BODY_SINGLE_URI 2.078
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.500
-score BOGUS_MSM_HDRS 1.449
-score CK_HELO_GENERIC 0.250
-score COMPENSATION 1.227
+score BOGUS_MIME_VERSION 3.499
+score BOGUS_MSM_HDRS 2.008
+score CK_HELO_GENERIC 0.249
+score COMPENSATION 0.001
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.543
-score DEAR_BENEFICIARY 3.022
+score DATE_IN_FUTURE_Q_PLUS 2.684
+score DEAR_BENEFICIARY 2.999
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -0.999
+score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.054
-score FBI_SPOOF 1.239
-score FILL_THIS_FORM 0.798
+score FBI_MONEY 1.999
+score FBI_SPOOF 1.631
+score FILL_THIS_FORM 0.487
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.735
-score FONT_INVIS_LONG_LINE 1.787
+score FONT_INVIS_HTML_NOHTML 2.889
+score FONT_INVIS_LONG_LINE 1.786
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.653
+score FONT_INVIS_POSTEXTRAS 2.647
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.637
-score FORM_FRAUD_5 0.926
-score FOUND_YOU 2.010
+score FORM_FRAUD_3 2.107
+score FORM_FRAUD_5 3.135
+score FOUND_YOU 3.250
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_IN_TO_AND_SUBJ 2.099
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 1.662
+score FROM_MISSPACED 2.000
+score FROM_MISSP_DYNIP 1.661
score FROM_MISSP_EH_MATCH 1.202
-score FROM_MISSP_FREEMAIL 3.299
+score FROM_MISSP_FREEMAIL 3.399
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.156
+score FROM_MISSP_PHISH 3.181
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.171
+score FROM_MISSP_TO_UNDISC 0.032
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 0.658
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.102
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 2.563
+score FROM_WSP_TRAIL 1.298
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.499
-score FUZZY_IMPORTANT 2.699
+score FUZZY_AMAZON 2.047
+score FUZZY_CLICK_HERE 2.299
+score FUZZY_IMPORTANT 2.700
score FUZZY_PRIVACY 2.699
score FUZZY_SECURITY 2.999
score GB_BITCOIN_CP 2.999
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.939
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_MALWARE_DNLD 3.898
+score GB_FAKE_RF_SHORT 1.930
+score GB_FREEMAIL_DISPTO 0.001
+score GOOG_MALWARE_DNLD 3.890
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 2.497
score GOOG_STO_IMG_HTML 2.501
-score GOOG_STO_NOIMG_HTML 2.603
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 0.305
+score GOOG_STO_NOIMG_HTML 2.602
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.149
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.308
+score HDR_ORDER_FTSDMCXX_NORDNS 2.884
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 0.715
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.350
-score HOSTED_IMG_MULTI_PUB_01 2.999
+score HOSTED_IMG_FREEM 1.287
+score HOSTED_IMG_MULTI_PUB_01 3.000
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.500
-score HTML_TAG_BALANCE_CENTER 2.899
-score HTML_TEXT_INVISIBLE_FONT 1.187
-score HTML_TEXT_INVISIBLE_STYLE 0.600
-score IMG_DIRECT_TO_MX 0.902
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 2.999
+score HTML_TEXT_INVISIBLE_FONT 1.185
+score HTML_TEXT_INVISIBLE_STYLE 0.597
+score IMG_DIRECT_TO_MX 0.901
score IMG_ONLY_FM_DOM_INFO 2.499
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_FAKE_EBAY 0.636
score KHOP_HELO_FCRDNS 0.400
-score LIST_PARTIAL_SHORT_MSG 2.500
-score LONGLN_LOW_CONTRAST 2.499
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LONGLN_LOW_CONTRAST 2.500
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.273
-score LONG_INVISIBLE_TEXT 1.687
+score LONG_IMG_URI 1.274
+score LONG_INVISIBLE_TEXT 1.689
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.964
-score MALWARE_NORDNS 3.137
+score MALFORMED_FREEMAIL 1.843
+score MALWARE_NORDNS 2.685
score MANY_SUBDOM 3.299
+score MAY_BE_FORGED 1.999
score MILLION_HUNDRED 0.001
score MILLION_USD 0.892
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIME_NO_TEXT 0.982
+score MIME_NO_TEXT 1.518
score MIXED_ES 2.099
-score MIXED_HREF_CASE 2.000
-score MONEY_ATM_CARD 0.140
+score MIXED_HREF_CASE 1.999
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001 # force non-zero
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.799
+score MONEY_FRAUD_3 2.899
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 0.001
+score MSGID_HDR_MALF 2.992
+score MSGID_NOFQDN1 0.997
score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.254
-score NORDNS_LOW_CONTRAST 0.886
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NICE_REPLY_A -1.329
+score NORDNS_LOW_CONTRAST 0.887
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score OBFU_TEXT_ATTACH 1.499
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.774
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.270
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.020
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.788
+score PDS_EMPTYSUBJ_URISHRT 0.360
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.440
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 1.234
score PDS_FROM_2_EMAILS 0.354
-score PDS_FROM_NAME_TO_DOMAIN 1.067
-score PDS_HP_HELO_NORDNS 0.763
+score PDS_FROM_NAME_TO_DOMAIN 0.557
+score PDS_HP_HELO_NORDNS 0.964
score PDS_OTHER_BAD_TLD 1.999
score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 0.555
+score PDS_TINYSUBJ_URISHRT 0.385
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.626
+score RATWARE_NO_RDNS 1.171
score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.399
+score RISK_FREE 2.499
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.399
-score SCC_CANSPAM_1 1.904
+score SCC_BODY_URI_ONLY 2.423
+score SCC_BOGUS_CTE_1 0.179
+score SCC_CANSPAM_1 2.123
score SCC_CANSPAM_2 4.100
-score SCC_CTMPP 0.949
+score SCC_CTMPP 1.516
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 1.923
+score SCC_SPAMMER_ADDR_2 2.401
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 0.837
+score SPOOFED_FREEMAIL_NO_RDNS 0.636
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.915
-score STY_INVIS_DIRECT 2.500
-score SUBJ_ATTENTION 0.500
+score STATIC_XPRIO_OLE 0.001 # force non-zero
+score STY_INVIS_DIRECT 2.476
+score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 2.651
+score SUSP_UTF8_WORD_MANY 2.510
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 2.248
-score THIS_IS_ADV_SUSP_NTLD 0.197
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score THIS_AD 2.251
+score THIS_IS_ADV_SUSP_NTLD 0.701
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.960
+score TO_NAME_SUBJ_NO_RDNS 2.744
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.699
+score TO_NO_BRKTS_HTML_IMG 1.599
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_MSFT 1.894
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
-score TVD_SPACE_ENCODED 2.498
-score TVD_SPACE_RATIO_MINFP 2.499
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.999
+score TVD_SPACE_ENCODED 2.497
+score TVD_SPACE_RATIO_MINFP 2.500
+score UNDISC_FREEM 2.799
+score UNDISC_MONEY 2.899
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_AZURE_CLOUDAPP 2.999
+score URI_AZURE_CLOUDAPP 3.000
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_DOTTY_HEX 1.697
-score URI_GOOGLE_PROXY 2.200
+score URI_DOTTY_HEX 2.115
+score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.145
-score URI_ONLY_MSGID_MALF 0.093
-score URI_PHISH 2.944
+score URI_IMG_CWINDOWSNET 3.212
+score URI_ONLY_MSGID_MALF 0.074
+score URI_PHISH 3.880
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 1.801
-score VISTA_COST 0.500
+score VFY_ACCT_NORDNS 2.112
+score VISTA_COST 0.501
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 2.699
-score WORD_INVIS 1.582
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.500
+score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XM_LIGHT_HEAVY 2.500
+score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XM_UC_ONLY 2.499
-score XPRIO 0.706
+score XPRIO 0.238
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.951
+score YOU_INHERIT 1.393
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -258,6 +260,7 @@ 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_FREEM 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
@@ -303,6 +306,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
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
@@ -314,7 +318,6 @@ score HREF_EMPTY_XAUTHED 1.0
score HTML_BADATTR 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
@@ -401,6 +404,7 @@ score URI_WP_DIRINDEX 1.0
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
+score WORD_INVIS 1.000
score XM_DIGITS_ONLY 1.000
score XPRIO_SHORT_SUBJ 1.000
score XPRIO_VISTA 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916172&r1=1916171&r2=1916172&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Mar 8 02:59:58 2024
@@ -1,268 +1,268 @@
# Using score set 1 logs for revision 1916075 from:
# ham-net-ena-week0.r1916075.log ham-net-ena-week1.r1916075.log ham-net-ena-week2.r1916075.log ham-net-ena-week3.r1916075.log ham-net-ena-week4.r1916075.log ham-net-giovanni-ham.r1916075.log ham-net-giovanni-spammy.r1916075.log ham-net-giovanni-spam.r1916075.log ham-net-grenier.r1916075.log ham-net-hege.r1916075.log ham-net-jhardin.r1916075.log ham-net-llanga.r1916075.log ham-net-mmiroslaw-mails-ham.r1916075.log ham-net-mmiroslaw-mails-spam.r1916075.log ham-net-spamsponge.r1916075.log ham-net-tsz-corpus.r1916075.log ham-net-whyscream.r1916075.log spam-net-ena-week0.r1916075.log spam-net-ena-week1.r1916075.log spam-net-ena-week2.r1916075.log spam-net-ena-week3.r1916075.log spam-net-ena-week4.r1916075.log spam-net-giovanni-ham.r1916075.log spam-net-giovanni-spammy.r1916075.log spam-net-giovanni-spam.r1916075.log spam-net-grenier.r1916075.log spam-net-hege.r1916075.log spam-net-jhardin.r1916075.log spam-net-llanga.r1916075.log spam-net-mmiroslaw-mails-ham.r1916075.log spam-net-mmirosla
w-mails-spam.r1916075.log spam-net-spamsponge.r1916075.log spam-net-tsz-corpus.r1916075.log spam-net-whyscream.r1916075.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.500
-score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.267
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.285
+score AC_FROM_MANY_DOTS 2.497
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 0.393
+score ADMITS_SPAM 3.196
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.260
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.171
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.234
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.407
+score ADVANCE_FEE_4_NEW 0.947
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.389
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.094
+score ADVANCE_FEE_5_NEW_MONEY 1.067
score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.099
-score BITCOIN_DEADLINE 0.873
+score AMAZON_IMG_NOT_RCVD_AMZN 2.498
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_X_FF_SEZ_S 3.096
+score BITCOIN_DEADLINE 2.047
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALWARE 2.520
-score BITCOIN_ONAN 0.287
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 0.818
-score BITCOIN_SPAM_07 0.128
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 1.961
+score BITCOIN_MALWARE 3.475
+score BITCOIN_ONAN 0.323
+score BITCOIN_SPAM_02 2.497
+score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_05 0.728
+score BITCOIN_SPAM_07 0.334
+score BITCOIN_SPAM_09 1.498
+score BITCOIN_TOEQFM 1.574
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.999
+score BITCOIN_XPRIO 2.497
+score BITCOIN_YOUR_INFO 2.997
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.001 # force non-zero
+score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 2.151
-score BOGUS_MSM_HDRS 1.830
+score BOGUS_MIME_VERSION 2.328
+score BOGUS_MSM_HDRS 0.658
score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.499
+score COMPENSATION 1.498
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 1.777
-score DEAR_BENEFICIARY 1.394
-score DKIMWL_WL_HIGH -0.583
+score DATE_IN_FUTURE_Q_PLUS 2.388
+score DEAR_BENEFICIARY 1.397
+score DKIMWL_WL_HIGH -0.572
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
-score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.176
-score FBI_SPOOF 1.257
-score FILL_THIS_FORM 0.177
+score DSN_NO_MIMEVERSION 1.997
+score ENCRYPTED_MESSAGE -0.999
+score END_FUTURE_EMAILS 2.497
+score FACEBOOK_IMG_NOT_RCVD_FB 1.998
+score FBI_MONEY 0.091
+score FBI_SPOOF 1.829
+score FILL_THIS_FORM 0.795
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.534
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.279
-score FONT_INVIS_POSTEXTRAS 2.975
-score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.545
-score FORM_FRAUD_5 0.596
-score FOUND_YOU 1.988
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 0.001
+score FONT_INVIS_HTML_NOHTML 2.345
+score FONT_INVIS_LONG_LINE 2.997
+score FONT_INVIS_MSGID 2.497
+score FONT_INVIS_NORDNS 0.404
+score FONT_INVIS_POSTEXTRAS 2.972
+score FORGED_SPF_HELO 1.897
+score FORM_FRAUD 0.998
+score FORM_FRAUD_3 0.630
+score FORM_FRAUD_5 0.244
+score FOUND_YOU 2.468
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FROM_ADDR_WS 0.136
score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.872
-score FROM_IN_TO_AND_SUBJ 0.967
-score FROM_MISSPACED 1.931
+score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.598
+score FROM_IN_TO_AND_SUBJ 1.897
+score FROM_MISSPACED 1.997
score FROM_MISSP_DYNIP 1.774
-score FROM_MISSP_EH_MATCH 0.784
-score FROM_MISSP_FREEMAIL 2.494
+score FROM_MISSP_EH_MATCH 0.782
+score FROM_MISSP_FREEMAIL 2.417
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.217
-score FROM_MISSP_REPLYTO 0.588
-score FROM_MISSP_SPF_FAIL 1.359
-score FROM_MISSP_TO_UNDISC 0.937
+score FROM_MISSP_PHISH 1.795
+score FROM_MISSP_REPLYTO 0.548
+score FROM_MISSP_SPF_FAIL 1.999
+score FROM_MISSP_TO_UNDISC 1.519
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.923
-score FROM_PAYPAL_SPOOF 0.048
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 1.705
-score FROM_WSP_TRAIL 2.699
-score FSL_BULK_SIG 0.074
+score FROM_MISSP_XPRIO 2.497
+score FROM_NTLD_REPLY_FREEMAIL 0.662
+score FROM_PAYPAL_SPOOF 0.037
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FROM_WSP_TRAIL 2.461
+score FSL_BULK_SIG 0.075
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.499
-score FUZZY_IMPORTANT 2.599
-score FUZZY_PRIVACY 2.599
-score FUZZY_SECURITY 2.699
-score FUZZY_WALLET 0.001
-score GB_BITCOIN_CP 2.465
+score FUZZY_AMAZON 2.497
+score FUZZY_IMPORTANT 2.596
+score FUZZY_PRIVACY 2.597
+score FUZZY_SECURITY 2.796
+score FUZZY_WALLET 0.001 # force non-zero
+score GB_BITCOIN_CP 2.640
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.730
+score GB_FAKE_RF_SHORT 1.773
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.743
-score GOOG_MALWARE_DNLD 2.920
-score GOOG_REDIR_HTML_ONLY 2.000
+score GB_HASHBL_BTC 4.560
+score GOOG_MALWARE_DNLD 3.369
+score GOOG_REDIR_HTML_ONLY 1.998
score GOOG_REDIR_NORDNS 0.001
score GOOG_STO_IMG_HTML 2.223
-score GOOG_STO_NOIMG_HTML 1.778
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.499
+score GOOG_STO_NOIMG_HTML 1.773
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.452
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.042
-score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.049
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.273
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 1.406
-score HOSTED_IMG_FREEM 1.288
-score HOSTED_IMG_MULTI_PUB_01 1.923
-score HREF_EMPTY_NORDNS 0.057
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.776
-score HTML_OFF_PAGE 1.811
-score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.622
-score HTML_TEXT_INVISIBLE_FONT 0.057
-score HTML_TEXT_INVISIBLE_STYLE 0.440
+score HDR_ORDER_FTSDMCXX_NORDNS 1.631
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 1.134
+score HK_LOTTO 0.998
+score HK_NAME_FM_MR_MRS 1.045
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_ENVFROM 0.280
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 1.997
+score HOSTED_IMG_DIRECT_MX 2.466
+score HOSTED_IMG_FREEM 1.977
+score HOSTED_IMG_MULTI_PUB_01 2.262
+score HREF_EMPTY_NORDNS 0.134
+score HTML_ENTITY_ASCII 2.996
+score HTML_FONT_TINY_NORDNS 1.741
+score HTML_OFF_PAGE 2.964
+score HTML_SINGLET_MANY 2.498
+score HTML_TAG_BALANCE_CENTER 2.629
+score HTML_TEXT_INVISIBLE_FONT 0.060
+score HTML_TEXT_INVISIBLE_STYLE 0.537
score IMG_DIRECT_TO_MX 0.001
-score IMG_ONLY_FM_DOM_INFO 2.499
-score JH_SPAMMY_HEADERS 3.499
+score IMG_ONLY_FM_DOM_INFO 2.497
+score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.258
-score LIST_PARTIAL_SHORT_MSG 1.542
-score LONGLN_LOW_CONTRAST 0.362
-score LONG_HEX_URI 2.196
-score LONG_IMG_URI 0.440
-score LONG_INVISIBLE_TEXT 2.098
+score LIST_PARTIAL_SHORT_MSG 1.547
+score LONGLN_LOW_CONTRAST 0.441
+score LONG_HEX_URI 2.192
+score LONG_IMG_URI 0.439
+score LONG_INVISIBLE_TEXT 2.052
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 2.241
-score MALWARE_NORDNS 0.462
-score MANY_SUBDOM 3.099
+score MALFORMED_FREEMAIL 2.242
+score MALWARE_NORDNS 2.665
+score MANY_SUBDOM 3.096
+score MAY_BE_FORGED 2.297
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001
+score MILLION_USD 0.034
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.714
-score MIXED_CENTER_CASE 2.036
-score MIXED_ES 2.099
-score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.122
+score MIME_NO_TEXT 0.937
+score MIXED_CENTER_CASE 2.266
+score MIXED_ES 2.097
+score MIXED_HREF_CASE 1.997
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.865
-score MONEY_FRAUD_3 2.110
+score MONEY_FORM_SHORT 1.032
+score MONEY_FRAUD_3 1.332
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.099
-score MONEY_FREEMAIL_REPTO 1.500
-score MONEY_FROM_41 1.999
+score MONEY_FRAUD_8 3.096
+score MONEY_FREEMAIL_REPTO 1.453
+score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.499
-score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 1.932
+score MONEY_NOHTML 2.497
+score MSGID_HDR_MALF 3.496
+score MSGID_NOFQDN1 1.934
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.080
-score NORDNS_LOW_CONTRAST 1.414
+score NICE_REPLY_A -3.994
+score NORDNS_LOW_CONTRAST 1.337
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.165
+score NSL_RCVD_HELO_USER 1.666
score OBFU_TEXT_ATTACH 1.599
score PDS_BAD_THREAD_QP_64 0.001
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.160
-score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.804
-score PDS_FREEMAIL_REPLYTO_URISHRT 0.394
+score PDS_BTC_ID 0.498
+score PDS_BTC_MSGID 0.620
+score PDS_DBL_URL_TNB_RUNON 1.997
+score PDS_EMPTYSUBJ_URISHRT 0.879
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.593
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.200
-score PDS_FROM_NAME_TO_DOMAIN 0.001
-score PDS_HELO_SPF_FAIL 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 0.001
+score PDS_FROM_NAME_TO_DOMAIN 0.197
+score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHP_EVAL 0.813
-score PDS_TINYSUBJ_URISHRT 1.097
-score PHP_ORIG_SCRIPT_EVAL 2.904
-score PHP_SCRIPT 2.500
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_PHP_EVAL 0.715
+score PDS_TINYSUBJ_URISHRT 1.023
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.380
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 1.059
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 2.210
-score REPTO_419_FRAUD_GM_LOOSE 0.999
+score REPTO_419_FRAUD_GM 2.457
+score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.599
-score SCC_CANSPAM_1 2.891
-score SCC_CANSPAM_2 3.799
-score SCC_CTMPP 1.324
-score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.344
+score SCC_BODY_URI_ONLY 2.596
+score SCC_CANSPAM_1 1.342
+score SCC_CANSPAM_2 3.695
+score SCC_CTMPP 0.318
+score SCC_ISEMM_LID_1B 1.498
+score SCC_SPAMMER_ADDR_2 2.064
score SENDGRID_REDIR 1.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.839
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENER_SHORT_IMG 0.838
score SHORT_SHORTNER 0.001
-score SPAM_CWINDOWSNET 0.246
-score SPOOFED_FREEMAIL 0.090
+score SPAM_CWINDOWSNET 1.758
+score SPOOFED_FREEMAIL 0.084
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.499
-score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.766
+score SPOOFED_FREEM_REPTO 2.497
+score SPOOF_GMAIL_MID 1.498
+score STATIC_XPRIO_OLE 0.751
score STY_INVIS_DIRECT 0.001
-score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.764
-score SUSP_UTF8_WORD_SUBJ 1.699
-score THIS_AD 2.300
-score THIS_IS_ADV_SUSP_NTLD 0.423
+score SUBJ_ATTENTION 0.498
+score SUSP_UTF8_WORD_FROM 1.997
+score SUSP_UTF8_WORD_MANY 1.474
+score SUSP_UTF8_WORD_SUBJ 1.988
+score THIS_AD 2.297
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 1.478
-score TO_EQ_FM_DOM_HTML_ONLY 1.612
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.621
-score TO_EQ_FM_SPF_FAIL 0.210
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 1.211
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.749
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.632
+score TO_EQ_FM_DOM_HTML_IMG 2.297
+score TO_EQ_FM_DOM_SPF_FAIL 0.091
+score TO_EQ_FM_HTML_ONLY 1.140
+score TO_EQ_FM_SPF_FAIL 0.291
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 1.335
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.786
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 1.640
score TO_NO_BRKTS_NORDNS_HTML 1.207
-score TO_NO_BRKTS_PCNT 2.400
-score TRANSFORM_LIFE 2.499
-score TVD_SPACE_ENCODED 2.281
+score TO_NO_BRKTS_PCNT 2.399
+score TRANSFORM_LIFE 2.497
+score TVD_SPACE_ENCODED 1.263
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.899
-score UNICODE_OBFU_ASC 2.499
+score UNDISC_FREEM 2.596
+score UNDISC_MONEY 2.896
+score UNICODE_OBFU_ASC 2.497
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_AZURE_CLOUDAPP 2.999
-score URI_CLOUDFLAREIPFS 2.500
-score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.099
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 1.959
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.321
-score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 1.933
-score VISTA_COST 2.303
-score VISTA_TONOM_EQ_TOLOC 0.447
-score WIKI_IMG 2.599
-score WORD_INVIS 1.898
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_RANDOM 2.499
-score XM_RECPTID 2.999
-score XPRIO 1.125
-score YOU_INHERIT 0.414
+score URI_AZURE_CLOUDAPP 2.996
+score URI_CLOUDFLAREIPFS 2.497
+score URI_DOTEDU 1.997
+score URI_DOTTY_HEX 0.421
+score URI_GOOGLE_PROXY 2.097
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_IMG_CWINDOWSNET 1.272
+score URI_ONLY_MSGID_MALF 1.997
+score URI_PHISH 2.987
+score URI_TRY_3LD 1.997
+score URI_WP_HACKED 3.497
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 1.380
+score VISTA_COST 1.788
+score VISTA_TONOM_EQ_TOLOC 0.281
+score WIKI_IMG 2.596
+score WORD_INVIS 1.896
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.001
+score XM_RANDOM 2.497
+score XM_RECPTID 2.949
+score XPRIO 1.272
+score YOU_INHERIT 2.499
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -332,6 +332,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
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
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916172&r1=1916171&r2=1916172&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Mar 8 02:59:58 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 492605 65.268% (99.369% of non-spam corpus)
-# Correctly spam: 187582 24.854% (72.422% of spam corpus)
-# False positives: 3129 0.415% (0.631% of nonspam, 49512 weighted)
-# False negatives: 71431 9.464% (27.578% of spam, 131233 weighted)
-# Average score for spam: 8.0 nonspam: 0.5
+# Correctly non-spam: 493396 64.250% (99.377% of non-spam corpus)
+# Correctly spam: 199065 25.922% (73.337% of spam corpus)
+# False positives: 3091 0.403% (0.623% of nonspam, 51448 weighted)
+# False negatives: 72374 9.425% (26.663% of spam, 133712 weighted)
+# Average score for spam: 8.1 nonspam: 0.5
# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 754747 100.00%
+# TOTAL: 767926 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61513 99.38%
-# Correctly spam: 23277 71.95%
-# False positives: 384 0.62%
-# False negatives: 9076 28.05%
-# TCR(l=50): 1.144186 SpamRecall: 71.947% SpamPrec: 98.377%
+# Correctly non-spam: 61611 99.40%
+# Correctly spam: 24892 73.34%
+# False positives: 372 0.60%
+# False negatives: 9047 26.66%
+# TCR(l=50): 1.227583 SpamRecall: 73.343% SpamPrec: 98.528%
##### 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: 486822 98.20%
-# Correctly spam: 115975 44.78%
-# False positives: 8912 1.80%
-# False negatives: 143038 55.22%
-# TCR(l=50): 0.440021 SpamRecall: 44.776% SpamPrec: 92.864%
+# Correctly non-spam: 487599 98.21%
+# Correctly spam: 122048 44.96%
+# False positives: 8888 1.79%
+# False negatives: 149391 55.04%
+# TCR(l=50): 0.457129 SpamRecall: 44.963% SpamPrec: 93.212%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 60782 98.20%
-# Correctly spam: 14556 44.99%
-# False positives: 1115 1.80%
-# False negatives: 17797 55.01%
-# TCR(l=50): 0.439896 SpamRecall: 44.991% SpamPrec: 92.885%
+# Correctly non-spam: 60877 98.22%
+# Correctly spam: 15236 44.89%
+# False positives: 1106 1.78%
+# False negatives: 18703 55.11%
+# TCR(l=50): 0.458617 SpamRecall: 44.892% SpamPrec: 93.232%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916172&r1=1916171&r2=1916172&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Mar 8 02:59:58 2024
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 492329 66.791% (99.552% of non-spam corpus)
-# Correctly spam: 189432 25.699% (78.094% of spam corpus)
-# False positives: 2217 0.301% (0.448% of nonspam, 75720 weighted)
-# False negatives: 53137 7.209% (21.906% of spam, 95285 weighted)
-# Average score for spam: 11.9 nonspam: -1.0
+# Correctly non-spam: 492337 66.792% (99.553% of non-spam corpus)
+# Correctly spam: 189239 25.673% (78.015% of spam corpus)
+# False positives: 2209 0.300% (0.447% of nonspam, 75478 weighted)
+# False negatives: 53330 7.235% (21.985% of spam, 95906 weighted)
+# Average score for spam: 11.8 nonspam: -1.1
# Average for false-pos: 7.0 false-neg: 1.8
# TOTAL: 737115 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61446 99.52%
-# Correctly spam: 23646 77.93%
-# False positives: 296 0.48%
-# False negatives: 6697 22.07%
-# TCR(l=50): 1.411499 SpamRecall: 77.929% SpamPrec: 98.764%
+# Correctly non-spam: 61444 99.52%
+# Correctly spam: 23653 77.95%
+# False positives: 298 0.48%
+# False negatives: 6689 22.05%
+# TCR(l=50): 1.405438 SpamRecall: 77.955% SpamPrec: 98.756%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 492729 99.63%
-# Correctly spam: 105128 43.34%
+# Correctly spam: 104894 43.24%
# False positives: 1817 0.37%
-# False negatives: 137441 56.66%
-# TCR(l=50): 1.062543 SpamRecall: 43.339% SpamPrec: 98.301%
+# False negatives: 137675 56.76%
+# TCR(l=50): 1.061455 SpamRecall: 43.243% SpamPrec: 98.297%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 61514 99.63%
-# Correctly spam: 13100 43.17%
+# Correctly spam: 13205 43.52%
# False positives: 228 0.37%
-# False negatives: 17243 56.83%
-# TCR(l=50): 1.059351 SpamRecall: 43.173% SpamPrec: 98.289%
+# False negatives: 17137 56.48%
+# TCR(l=50): 1.063251 SpamRecall: 43.521% SpamPrec: 98.303%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916172&r1=1916171&r2=1916172&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Mar 8 02:59:58 2024
@@ -1,248 +1,250 @@
-# Using score set 0 logs for revision 1916141 from:
-# ham-ena-week0.r1916141.log ham-ena-week1.r1916141.log ham-ena-week2.r1916141.log ham-ena-week3.r1916141.log ham-ena-week4.r1916141.log ham-giovanni-ham.r1916141.log ham-giovanni-spammy.r1916141.log ham-giovanni-spam.r1916141.log ham-grenier.r1916141.log ham-hege.r1916141.log ham-jhardin.r1916141.log ham-llanga.r1916141.log ham-mmiroslaw-mails-ham.r1916141.log ham-mmiroslaw-mails-spam.r1916141.log ham-spamsponge.r1916141.log ham-tsz-corpus.r1916141.log ham-whyscream.r1916141.log spam-ena-week0.r1916141.log spam-ena-week1.r1916141.log spam-ena-week2.r1916141.log spam-ena-week3.r1916141.log spam-ena-week4.r1916141.log spam-giovanni-ham.r1916141.log spam-giovanni-spammy.r1916141.log spam-giovanni-spam.r1916141.log spam-grenier.r1916141.log spam-hege.r1916141.log spam-jhardin.r1916141.log spam-llanga.r1916141.log spam-mmiroslaw-mails-ham.r1916141.log spam-mmiroslaw-mails-spam.r1916141.log spam-spamsponge.r1916141.log spam-tsz-corpus.r1916141.log spam-whyscream.r1916141.log
+# Using score set 0 logs for revision 1916163 from:
+# ham-ena-week0.r1916163.log ham-ena-week1.r1916163.log ham-ena-week2.r1916163.log ham-ena-week3.r1916163.log ham-ena-week4.r1916163.log ham-giovanni-ham.r1916163.log ham-giovanni-spammy.r1916163.log ham-giovanni-spam.r1916163.log ham-grenier.r1916163.log ham-hege.r1916163.log ham-jhardin.r1916163.log ham-llanga.r1916163.log ham-mmiroslaw-mails-ham.r1916163.log ham-mmiroslaw-mails-spam.r1916163.log ham-spamsponge.r1916163.log ham-tsz-corpus.r1916163.log ham-whyscream.r1916163.log spam-ena-week0.r1916163.log spam-ena-week1.r1916163.log spam-ena-week2.r1916163.log spam-ena-week3.r1916163.log spam-ena-week4.r1916163.log spam-giovanni-ham.r1916163.log spam-giovanni-spammy.r1916163.log spam-giovanni-spam.r1916163.log spam-grenier.r1916163.log spam-hege.r1916163.log spam-jhardin.r1916163.log spam-llanga.r1916163.log spam-mmiroslaw-mails-ham.r1916163.log spam-mmiroslaw-mails-spam.r1916163.log spam-spamsponge.r1916163.log spam-tsz-corpus.r1916163.log spam-whyscream.r1916163.log
-score ACCT_PHISHING_MANY 2.555
+score ACCT_PHISHING_MANY 2.448
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 3.299
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.108
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.525
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.152
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.706
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.740
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.862
+score ADVANCE_FEE_4_NEW 2.751
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.141
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.433
+score ADVANCE_FEE_5_NEW_MONEY 0.494
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 3.099
-score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 2.945
-score BITCOIN_EXTORT_01 2.104
-score BITCOIN_MALWARE 2.593
-score BITCOIN_ONAN 2.393
+score AXB_X_FF_SEZ_S 3.199
+score BITCOIN_DEADLINE 2.295
+score BITCOIN_EXTORT_01 2.105
+score BITCOIN_MALWARE 3.245
+score BITCOIN_ONAN 1.794
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 1.416
-score BITCOIN_SPAM_09 1.500
-score BITCOIN_TOEQFM 3.088
-score BITCOIN_VISTA 1.103
-score BITCOIN_XPRIO 2.500
+score BITCOIN_SPAM_07 1.707
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_TOEQFM 2.802
+score BITCOIN_VISTA 0.001 # force non-zero
+score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.998
+score BODY_SINGLE_URI 2.078
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.500
-score BOGUS_MSM_HDRS 1.449
-score CK_HELO_GENERIC 0.250
-score COMPENSATION 1.227
+score BOGUS_MIME_VERSION 3.499
+score BOGUS_MSM_HDRS 2.008
+score CK_HELO_GENERIC 0.249
+score COMPENSATION 0.001
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 2.543
-score DEAR_BENEFICIARY 3.022
+score DATE_IN_FUTURE_Q_PLUS 2.684
+score DEAR_BENEFICIARY 2.999
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -0.999
+score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.054
-score FBI_SPOOF 1.239
-score FILL_THIS_FORM 0.798
+score FBI_MONEY 1.999
+score FBI_SPOOF 1.631
+score FILL_THIS_FORM 0.487
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.735
-score FONT_INVIS_LONG_LINE 1.787
+score FONT_INVIS_HTML_NOHTML 2.889
+score FONT_INVIS_LONG_LINE 1.786
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.653
+score FONT_INVIS_POSTEXTRAS 2.647
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.637
-score FORM_FRAUD_5 0.926
-score FOUND_YOU 2.010
+score FORM_FRAUD_3 2.107
+score FORM_FRAUD_5 3.135
+score FOUND_YOU 3.250
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_IN_TO_AND_SUBJ 2.099
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 1.662
+score FROM_MISSPACED 2.000
+score FROM_MISSP_DYNIP 1.661
score FROM_MISSP_EH_MATCH 1.202
-score FROM_MISSP_FREEMAIL 3.299
+score FROM_MISSP_FREEMAIL 3.399
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.156
+score FROM_MISSP_PHISH 3.181
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.171
+score FROM_MISSP_TO_UNDISC 0.032
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 0.658
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.102
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 2.563
+score FROM_WSP_TRAIL 1.298
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.499
-score FUZZY_IMPORTANT 2.699
+score FUZZY_AMAZON 2.047
+score FUZZY_CLICK_HERE 2.299
+score FUZZY_IMPORTANT 2.700
score FUZZY_PRIVACY 2.699
score FUZZY_SECURITY 2.999
score GB_BITCOIN_CP 2.999
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.939
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_MALWARE_DNLD 3.898
+score GB_FAKE_RF_SHORT 1.930
+score GB_FREEMAIL_DISPTO 0.001
+score GOOG_MALWARE_DNLD 3.890
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 2.497
score GOOG_STO_IMG_HTML 2.501
-score GOOG_STO_NOIMG_HTML 2.603
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 0.305
+score GOOG_STO_NOIMG_HTML 2.602
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.149
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.308
+score HDR_ORDER_FTSDMCXX_NORDNS 2.884
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 0.715
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.350
-score HOSTED_IMG_MULTI_PUB_01 2.999
+score HOSTED_IMG_FREEM 1.287
+score HOSTED_IMG_MULTI_PUB_01 3.000
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.500
-score HTML_TAG_BALANCE_CENTER 2.899
-score HTML_TEXT_INVISIBLE_FONT 1.187
-score HTML_TEXT_INVISIBLE_STYLE 0.600
-score IMG_DIRECT_TO_MX 0.902
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 2.999
+score HTML_TEXT_INVISIBLE_FONT 1.185
+score HTML_TEXT_INVISIBLE_STYLE 0.597
+score IMG_DIRECT_TO_MX 0.901
score IMG_ONLY_FM_DOM_INFO 2.499
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_FAKE_EBAY 0.636
score KHOP_HELO_FCRDNS 0.400
-score LIST_PARTIAL_SHORT_MSG 2.500
-score LONGLN_LOW_CONTRAST 2.499
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LONGLN_LOW_CONTRAST 2.500
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.273
-score LONG_INVISIBLE_TEXT 1.687
+score LONG_IMG_URI 1.274
+score LONG_INVISIBLE_TEXT 1.689
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.964
-score MALWARE_NORDNS 3.137
+score MALFORMED_FREEMAIL 1.843
+score MALWARE_NORDNS 2.685
score MANY_SUBDOM 3.299
+score MAY_BE_FORGED 1.999
score MILLION_HUNDRED 0.001
score MILLION_USD 0.892
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIME_NO_TEXT 0.982
+score MIME_NO_TEXT 1.518
score MIXED_ES 2.099
-score MIXED_HREF_CASE 2.000
-score MONEY_ATM_CARD 0.140
+score MIXED_HREF_CASE 1.999
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001 # force non-zero
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.799
+score MONEY_FRAUD_3 2.899
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 0.001
+score MSGID_HDR_MALF 2.992
+score MSGID_NOFQDN1 0.997
score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.254
-score NORDNS_LOW_CONTRAST 0.886
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NICE_REPLY_A -1.329
+score NORDNS_LOW_CONTRAST 0.887
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score OBFU_TEXT_ATTACH 1.499
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.774
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.270
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.020
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.788
+score PDS_EMPTYSUBJ_URISHRT 0.360
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.440
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 1.234
score PDS_FROM_2_EMAILS 0.354
-score PDS_FROM_NAME_TO_DOMAIN 1.067
-score PDS_HP_HELO_NORDNS 0.763
+score PDS_FROM_NAME_TO_DOMAIN 0.557
+score PDS_HP_HELO_NORDNS 0.964
score PDS_OTHER_BAD_TLD 1.999
score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 0.555
+score PDS_TINYSUBJ_URISHRT 0.385
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.626
+score RATWARE_NO_RDNS 1.171
score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.399
+score RISK_FREE 2.499
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.399
-score SCC_CANSPAM_1 1.904
+score SCC_BODY_URI_ONLY 2.423
+score SCC_BOGUS_CTE_1 0.179
+score SCC_CANSPAM_1 2.123
score SCC_CANSPAM_2 4.100
-score SCC_CTMPP 0.949
+score SCC_CTMPP 1.516
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 1.923
+score SCC_SPAMMER_ADDR_2 2.401
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 0.837
+score SPOOFED_FREEMAIL_NO_RDNS 0.636
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.915
-score STY_INVIS_DIRECT 2.500
-score SUBJ_ATTENTION 0.500
+score STATIC_XPRIO_OLE 0.001 # force non-zero
+score STY_INVIS_DIRECT 2.476
+score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 2.651
+score SUSP_UTF8_WORD_MANY 2.510
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 2.248
-score THIS_IS_ADV_SUSP_NTLD 0.197
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score THIS_AD 2.251
+score THIS_IS_ADV_SUSP_NTLD 0.701
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.960
+score TO_NAME_SUBJ_NO_RDNS 2.744
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.699
+score TO_NO_BRKTS_HTML_IMG 1.599
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_MSFT 1.894
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
-score TVD_SPACE_ENCODED 2.498
-score TVD_SPACE_RATIO_MINFP 2.499
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.999
+score TVD_SPACE_ENCODED 2.497
+score TVD_SPACE_RATIO_MINFP 2.500
+score UNDISC_FREEM 2.799
+score UNDISC_MONEY 2.899
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_AZURE_CLOUDAPP 2.999
+score URI_AZURE_CLOUDAPP 3.000
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_DOTTY_HEX 1.697
-score URI_GOOGLE_PROXY 2.200
+score URI_DOTTY_HEX 2.115
+score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.145
-score URI_ONLY_MSGID_MALF 0.093
-score URI_PHISH 2.944
+score URI_IMG_CWINDOWSNET 3.212
+score URI_ONLY_MSGID_MALF 0.074
+score URI_PHISH 3.880
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 1.801
-score VISTA_COST 0.500
+score VFY_ACCT_NORDNS 2.112
+score VISTA_COST 0.501
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 2.699
-score WORD_INVIS 1.582
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.500
+score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XM_LIGHT_HEAVY 2.500
+score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XM_UC_ONLY 2.499
-score XPRIO 0.706
+score XPRIO 0.238
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.951
+score YOU_INHERIT 1.393
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -258,6 +260,7 @@ 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_FREEM 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
@@ -303,6 +306,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
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
@@ -314,7 +318,6 @@ score HREF_EMPTY_XAUTHED 1.0
score HTML_BADATTR 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
@@ -401,6 +404,7 @@ score URI_WP_DIRINDEX 1.0
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
+score WORD_INVIS 1.000
score XM_DIGITS_ONLY 1.000
score XPRIO_SHORT_SUBJ 1.000
score XPRIO_VISTA 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916172&r1=1916171&r2=1916172&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Mar 8 02:59:58 2024
@@ -1,268 +1,268 @@
# Using score set 1 logs for revision 1916075 from:
# ham-net-ena-week0.r1916075.log ham-net-ena-week1.r1916075.log ham-net-ena-week2.r1916075.log ham-net-ena-week3.r1916075.log ham-net-ena-week4.r1916075.log ham-net-giovanni-ham.r1916075.log ham-net-giovanni-spammy.r1916075.log ham-net-giovanni-spam.r1916075.log ham-net-grenier.r1916075.log ham-net-hege.r1916075.log ham-net-jhardin.r1916075.log ham-net-llanga.r1916075.log ham-net-mmiroslaw-mails-ham.r1916075.log ham-net-mmiroslaw-mails-spam.r1916075.log ham-net-spamsponge.r1916075.log ham-net-tsz-corpus.r1916075.log ham-net-whyscream.r1916075.log spam-net-ena-week0.r1916075.log spam-net-ena-week1.r1916075.log spam-net-ena-week2.r1916075.log spam-net-ena-week3.r1916075.log spam-net-ena-week4.r1916075.log spam-net-giovanni-ham.r1916075.log spam-net-giovanni-spammy.r1916075.log spam-net-giovanni-spam.r1916075.log spam-net-grenier.r1916075.log spam-net-hege.r1916075.log spam-net-jhardin.r1916075.log spam-net-llanga.r1916075.log spam-net-mmiroslaw-mails-ham.r1916075.log spam-net-mmirosla
w-mails-spam.r1916075.log spam-net-spamsponge.r1916075.log spam-net-tsz-corpus.r1916075.log spam-net-whyscream.r1916075.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.500
-score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.267
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.285
+score AC_FROM_MANY_DOTS 2.497
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 0.393
+score ADMITS_SPAM 3.196
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.260
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.171
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.234
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.407
+score ADVANCE_FEE_4_NEW 0.947
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.389
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.094
+score ADVANCE_FEE_5_NEW_MONEY 1.067
score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.099
-score BITCOIN_DEADLINE 0.873
+score AMAZON_IMG_NOT_RCVD_AMZN 2.498
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_X_FF_SEZ_S 3.096
+score BITCOIN_DEADLINE 2.047
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALWARE 2.520
-score BITCOIN_ONAN 0.287
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 0.818
-score BITCOIN_SPAM_07 0.128
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 1.961
+score BITCOIN_MALWARE 3.475
+score BITCOIN_ONAN 0.323
+score BITCOIN_SPAM_02 2.497
+score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_05 0.728
+score BITCOIN_SPAM_07 0.334
+score BITCOIN_SPAM_09 1.498
+score BITCOIN_TOEQFM 1.574
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.999
+score BITCOIN_XPRIO 2.497
+score BITCOIN_YOUR_INFO 2.997
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.001 # force non-zero
+score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 2.151
-score BOGUS_MSM_HDRS 1.830
+score BOGUS_MIME_VERSION 2.328
+score BOGUS_MSM_HDRS 0.658
score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.499
+score COMPENSATION 1.498
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 1.777
-score DEAR_BENEFICIARY 1.394
-score DKIMWL_WL_HIGH -0.583
+score DATE_IN_FUTURE_Q_PLUS 2.388
+score DEAR_BENEFICIARY 1.397
+score DKIMWL_WL_HIGH -0.572
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
-score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.176
-score FBI_SPOOF 1.257
-score FILL_THIS_FORM 0.177
+score DSN_NO_MIMEVERSION 1.997
+score ENCRYPTED_MESSAGE -0.999
+score END_FUTURE_EMAILS 2.497
+score FACEBOOK_IMG_NOT_RCVD_FB 1.998
+score FBI_MONEY 0.091
+score FBI_SPOOF 1.829
+score FILL_THIS_FORM 0.795
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.534
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.279
-score FONT_INVIS_POSTEXTRAS 2.975
-score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.545
-score FORM_FRAUD_5 0.596
-score FOUND_YOU 1.988
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 0.001
+score FONT_INVIS_HTML_NOHTML 2.345
+score FONT_INVIS_LONG_LINE 2.997
+score FONT_INVIS_MSGID 2.497
+score FONT_INVIS_NORDNS 0.404
+score FONT_INVIS_POSTEXTRAS 2.972
+score FORGED_SPF_HELO 1.897
+score FORM_FRAUD 0.998
+score FORM_FRAUD_3 0.630
+score FORM_FRAUD_5 0.244
+score FOUND_YOU 2.468
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FROM_ADDR_WS 0.136
score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.872
-score FROM_IN_TO_AND_SUBJ 0.967
-score FROM_MISSPACED 1.931
+score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.598
+score FROM_IN_TO_AND_SUBJ 1.897
+score FROM_MISSPACED 1.997
score FROM_MISSP_DYNIP 1.774
-score FROM_MISSP_EH_MATCH 0.784
-score FROM_MISSP_FREEMAIL 2.494
+score FROM_MISSP_EH_MATCH 0.782
+score FROM_MISSP_FREEMAIL 2.417
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.217
-score FROM_MISSP_REPLYTO 0.588
-score FROM_MISSP_SPF_FAIL 1.359
-score FROM_MISSP_TO_UNDISC 0.937
+score FROM_MISSP_PHISH 1.795
+score FROM_MISSP_REPLYTO 0.548
+score FROM_MISSP_SPF_FAIL 1.999
+score FROM_MISSP_TO_UNDISC 1.519
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.923
-score FROM_PAYPAL_SPOOF 0.048
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 1.705
-score FROM_WSP_TRAIL 2.699
-score FSL_BULK_SIG 0.074
+score FROM_MISSP_XPRIO 2.497
+score FROM_NTLD_REPLY_FREEMAIL 0.662
+score FROM_PAYPAL_SPOOF 0.037
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FROM_WSP_TRAIL 2.461
+score FSL_BULK_SIG 0.075
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.499
-score FUZZY_IMPORTANT 2.599
-score FUZZY_PRIVACY 2.599
-score FUZZY_SECURITY 2.699
-score FUZZY_WALLET 0.001
-score GB_BITCOIN_CP 2.465
+score FUZZY_AMAZON 2.497
+score FUZZY_IMPORTANT 2.596
+score FUZZY_PRIVACY 2.597
+score FUZZY_SECURITY 2.796
+score FUZZY_WALLET 0.001 # force non-zero
+score GB_BITCOIN_CP 2.640
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.730
+score GB_FAKE_RF_SHORT 1.773
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.743
-score GOOG_MALWARE_DNLD 2.920
-score GOOG_REDIR_HTML_ONLY 2.000
+score GB_HASHBL_BTC 4.560
+score GOOG_MALWARE_DNLD 3.369
+score GOOG_REDIR_HTML_ONLY 1.998
score GOOG_REDIR_NORDNS 0.001
score GOOG_STO_IMG_HTML 2.223
-score GOOG_STO_NOIMG_HTML 1.778
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.499
+score GOOG_STO_NOIMG_HTML 1.773
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.452
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.042
-score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.049
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.273
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 1.406
-score HOSTED_IMG_FREEM 1.288
-score HOSTED_IMG_MULTI_PUB_01 1.923
-score HREF_EMPTY_NORDNS 0.057
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.776
-score HTML_OFF_PAGE 1.811
-score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.622
-score HTML_TEXT_INVISIBLE_FONT 0.057
-score HTML_TEXT_INVISIBLE_STYLE 0.440
+score HDR_ORDER_FTSDMCXX_NORDNS 1.631
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 1.134
+score HK_LOTTO 0.998
+score HK_NAME_FM_MR_MRS 1.045
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_ENVFROM 0.280
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 1.997
+score HOSTED_IMG_DIRECT_MX 2.466
+score HOSTED_IMG_FREEM 1.977
+score HOSTED_IMG_MULTI_PUB_01 2.262
+score HREF_EMPTY_NORDNS 0.134
+score HTML_ENTITY_ASCII 2.996
+score HTML_FONT_TINY_NORDNS 1.741
+score HTML_OFF_PAGE 2.964
+score HTML_SINGLET_MANY 2.498
+score HTML_TAG_BALANCE_CENTER 2.629
+score HTML_TEXT_INVISIBLE_FONT 0.060
+score HTML_TEXT_INVISIBLE_STYLE 0.537
score IMG_DIRECT_TO_MX 0.001
-score IMG_ONLY_FM_DOM_INFO 2.499
-score JH_SPAMMY_HEADERS 3.499
+score IMG_ONLY_FM_DOM_INFO 2.497
+score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.258
-score LIST_PARTIAL_SHORT_MSG 1.542
-score LONGLN_LOW_CONTRAST 0.362
-score LONG_HEX_URI 2.196
-score LONG_IMG_URI 0.440
-score LONG_INVISIBLE_TEXT 2.098
+score LIST_PARTIAL_SHORT_MSG 1.547
+score LONGLN_LOW_CONTRAST 0.441
+score LONG_HEX_URI 2.192
+score LONG_IMG_URI 0.439
+score LONG_INVISIBLE_TEXT 2.052
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 2.241
-score MALWARE_NORDNS 0.462
-score MANY_SUBDOM 3.099
+score MALFORMED_FREEMAIL 2.242
+score MALWARE_NORDNS 2.665
+score MANY_SUBDOM 3.096
+score MAY_BE_FORGED 2.297
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001
+score MILLION_USD 0.034
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.714
-score MIXED_CENTER_CASE 2.036
-score MIXED_ES 2.099
-score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.122
+score MIME_NO_TEXT 0.937
+score MIXED_CENTER_CASE 2.266
+score MIXED_ES 2.097
+score MIXED_HREF_CASE 1.997
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.865
-score MONEY_FRAUD_3 2.110
+score MONEY_FORM_SHORT 1.032
+score MONEY_FRAUD_3 1.332
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.099
-score MONEY_FREEMAIL_REPTO 1.500
-score MONEY_FROM_41 1.999
+score MONEY_FRAUD_8 3.096
+score MONEY_FREEMAIL_REPTO 1.453
+score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.499
-score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 1.932
+score MONEY_NOHTML 2.497
+score MSGID_HDR_MALF 3.496
+score MSGID_NOFQDN1 1.934
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.080
-score NORDNS_LOW_CONTRAST 1.414
+score NICE_REPLY_A -3.994
+score NORDNS_LOW_CONTRAST 1.337
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.165
+score NSL_RCVD_HELO_USER 1.666
score OBFU_TEXT_ATTACH 1.599
score PDS_BAD_THREAD_QP_64 0.001
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.160
-score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.804
-score PDS_FREEMAIL_REPLYTO_URISHRT 0.394
+score PDS_BTC_ID 0.498
+score PDS_BTC_MSGID 0.620
+score PDS_DBL_URL_TNB_RUNON 1.997
+score PDS_EMPTYSUBJ_URISHRT 0.879
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.593
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.200
-score PDS_FROM_NAME_TO_DOMAIN 0.001
-score PDS_HELO_SPF_FAIL 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 0.001
+score PDS_FROM_NAME_TO_DOMAIN 0.197
+score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHP_EVAL 0.813
-score PDS_TINYSUBJ_URISHRT 1.097
-score PHP_ORIG_SCRIPT_EVAL 2.904
-score PHP_SCRIPT 2.500
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_PHP_EVAL 0.715
+score PDS_TINYSUBJ_URISHRT 1.023
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.380
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 1.059
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 2.210
-score REPTO_419_FRAUD_GM_LOOSE 0.999
+score REPTO_419_FRAUD_GM 2.457
+score REPTO_419_FRAUD_GM_LOOSE 0.998
score RISK_FREE 0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.599
-score SCC_CANSPAM_1 2.891
-score SCC_CANSPAM_2 3.799
-score SCC_CTMPP 1.324
-score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.344
+score SCC_BODY_URI_ONLY 2.596
+score SCC_CANSPAM_1 1.342
+score SCC_CANSPAM_2 3.695
+score SCC_CTMPP 0.318
+score SCC_ISEMM_LID_1B 1.498
+score SCC_SPAMMER_ADDR_2 2.064
score SENDGRID_REDIR 1.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.839
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENER_SHORT_IMG 0.838
score SHORT_SHORTNER 0.001
-score SPAM_CWINDOWSNET 0.246
-score SPOOFED_FREEMAIL 0.090
+score SPAM_CWINDOWSNET 1.758
+score SPOOFED_FREEMAIL 0.084
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.499
-score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.766
+score SPOOFED_FREEM_REPTO 2.497
+score SPOOF_GMAIL_MID 1.498
+score STATIC_XPRIO_OLE 0.751
score STY_INVIS_DIRECT 0.001
-score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.764
-score SUSP_UTF8_WORD_SUBJ 1.699
-score THIS_AD 2.300
-score THIS_IS_ADV_SUSP_NTLD 0.423
+score SUBJ_ATTENTION 0.498
+score SUSP_UTF8_WORD_FROM 1.997
+score SUSP_UTF8_WORD_MANY 1.474
+score SUSP_UTF8_WORD_SUBJ 1.988
+score THIS_AD 2.297
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 1.478
-score TO_EQ_FM_DOM_HTML_ONLY 1.612
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.621
-score TO_EQ_FM_SPF_FAIL 0.210
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 1.211
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.749
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.632
+score TO_EQ_FM_DOM_HTML_IMG 2.297
+score TO_EQ_FM_DOM_SPF_FAIL 0.091
+score TO_EQ_FM_HTML_ONLY 1.140
+score TO_EQ_FM_SPF_FAIL 0.291
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 1.335
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.786
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 1.640
score TO_NO_BRKTS_NORDNS_HTML 1.207
-score TO_NO_BRKTS_PCNT 2.400
-score TRANSFORM_LIFE 2.499
-score TVD_SPACE_ENCODED 2.281
+score TO_NO_BRKTS_PCNT 2.399
+score TRANSFORM_LIFE 2.497
+score TVD_SPACE_ENCODED 1.263
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.899
-score UNICODE_OBFU_ASC 2.499
+score UNDISC_FREEM 2.596
+score UNDISC_MONEY 2.896
+score UNICODE_OBFU_ASC 2.497
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_AZURE_CLOUDAPP 2.999
-score URI_CLOUDFLAREIPFS 2.500
-score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.099
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 1.959
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.321
-score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 1.933
-score VISTA_COST 2.303
-score VISTA_TONOM_EQ_TOLOC 0.447
-score WIKI_IMG 2.599
-score WORD_INVIS 1.898
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_RANDOM 2.499
-score XM_RECPTID 2.999
-score XPRIO 1.125
-score YOU_INHERIT 0.414
+score URI_AZURE_CLOUDAPP 2.996
+score URI_CLOUDFLAREIPFS 2.497
+score URI_DOTEDU 1.997
+score URI_DOTTY_HEX 0.421
+score URI_GOOGLE_PROXY 2.097
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_IMG_CWINDOWSNET 1.272
+score URI_ONLY_MSGID_MALF 1.997
+score URI_PHISH 2.987
+score URI_TRY_3LD 1.997
+score URI_WP_HACKED 3.497
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 1.380
+score VISTA_COST 1.788
+score VISTA_TONOM_EQ_TOLOC 0.281
+score WIKI_IMG 2.596
+score WORD_INVIS 1.896
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.001
+score XM_RANDOM 2.497
+score XM_RECPTID 2.949
+score XPRIO 1.272
+score YOU_INHERIT 2.499
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -332,6 +332,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
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
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916172&r1=1916171&r2=1916172&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Mar 8 02:59:58 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 492605 65.268% (99.369% of non-spam corpus)
-# Correctly spam: 187582 24.854% (72.422% of spam corpus)
-# False positives: 3129 0.415% (0.631% of nonspam, 49512 weighted)
-# False negatives: 71431 9.464% (27.578% of spam, 131233 weighted)
-# Average score for spam: 8.0 nonspam: 0.5
+# Correctly non-spam: 493396 64.250% (99.377% of non-spam corpus)
+# Correctly spam: 199065 25.922% (73.337% of spam corpus)
+# False positives: 3091 0.403% (0.623% of nonspam, 51448 weighted)
+# False negatives: 72374 9.425% (26.663% of spam, 133712 weighted)
+# Average score for spam: 8.1 nonspam: 0.5
# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 754747 100.00%
+# TOTAL: 767926 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61513 99.38%
-# Correctly spam: 23277 71.95%
-# False positives: 384 0.62%
-# False negatives: 9076 28.05%
-# TCR(l=50): 1.144186 SpamRecall: 71.947% SpamPrec: 98.377%
+# Correctly non-spam: 61611 99.40%
+# Correctly spam: 24892 73.34%
+# False positives: 372 0.60%
+# False negatives: 9047 26.66%
+# TCR(l=50): 1.227583 SpamRecall: 73.343% SpamPrec: 98.528%
##### 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: 486822 98.20%
-# Correctly spam: 115975 44.78%
-# False positives: 8912 1.80%
-# False negatives: 143038 55.22%
-# TCR(l=50): 0.440021 SpamRecall: 44.776% SpamPrec: 92.864%
+# Correctly non-spam: 487599 98.21%
+# Correctly spam: 122048 44.96%
+# False positives: 8888 1.79%
+# False negatives: 149391 55.04%
+# TCR(l=50): 0.457129 SpamRecall: 44.963% SpamPrec: 93.212%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 60782 98.20%
-# Correctly spam: 14556 44.99%
-# False positives: 1115 1.80%
-# False negatives: 17797 55.01%
-# TCR(l=50): 0.439896 SpamRecall: 44.991% SpamPrec: 92.885%
+# Correctly non-spam: 60877 98.22%
+# Correctly spam: 15236 44.89%
+# False positives: 1106 1.78%
+# False negatives: 18703 55.11%
+# TCR(l=50): 0.458617 SpamRecall: 44.892% SpamPrec: 93.232%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916172&r1=1916171&r2=1916172&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Mar 8 02:59:58 2024
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 492329 66.791% (99.552% of non-spam corpus)
-# Correctly spam: 189432 25.699% (78.094% of spam corpus)
-# False positives: 2217 0.301% (0.448% of nonspam, 75720 weighted)
-# False negatives: 53137 7.209% (21.906% of spam, 95285 weighted)
-# Average score for spam: 11.9 nonspam: -1.0
+# Correctly non-spam: 492337 66.792% (99.553% of non-spam corpus)
+# Correctly spam: 189239 25.673% (78.015% of spam corpus)
+# False positives: 2209 0.300% (0.447% of nonspam, 75478 weighted)
+# False negatives: 53330 7.235% (21.985% of spam, 95906 weighted)
+# Average score for spam: 11.8 nonspam: -1.1
# Average for false-pos: 7.0 false-neg: 1.8
# TOTAL: 737115 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61446 99.52%
-# Correctly spam: 23646 77.93%
-# False positives: 296 0.48%
-# False negatives: 6697 22.07%
-# TCR(l=50): 1.411499 SpamRecall: 77.929% SpamPrec: 98.764%
+# Correctly non-spam: 61444 99.52%
+# Correctly spam: 23653 77.95%
+# False positives: 298 0.48%
+# False negatives: 6689 22.05%
+# TCR(l=50): 1.405438 SpamRecall: 77.955% SpamPrec: 98.756%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 492729 99.63%
-# Correctly spam: 105128 43.34%
+# Correctly spam: 104894 43.24%
# False positives: 1817 0.37%
-# False negatives: 137441 56.66%
-# TCR(l=50): 1.062543 SpamRecall: 43.339% SpamPrec: 98.301%
+# False negatives: 137675 56.76%
+# TCR(l=50): 1.061455 SpamRecall: 43.243% SpamPrec: 98.297%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 61514 99.63%
-# Correctly spam: 13100 43.17%
+# Correctly spam: 13205 43.52%
# False positives: 228 0.37%
-# False negatives: 17243 56.83%
-# TCR(l=50): 1.059351 SpamRecall: 43.173% SpamPrec: 98.289%
+# False negatives: 17137 56.48%
+# TCR(l=50): 1.063251 SpamRecall: 43.521% SpamPrec: 98.303%