Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916268&r1=1916267&r2=1916268&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Mar 13 02:57:24 2024
@@ -1,248 +1,246 @@
-# 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
+# Using score set 0 logs for revision 1916249 from:
+# ham-ena-week0.r1916249.log ham-ena-week1.r1916249.log ham-ena-week2.r1916249.log ham-ena-week3.r1916249.log ham-ena-week4.r1916249.log ham-giovanni-ham.r1916249.log ham-giovanni-spammy.r1916249.log ham-giovanni-spam.r1916249.log ham-grenier.r1916249.log ham-hege.r1916249.log ham-jhardin.r1916249.log ham-llanga.r1916249.log ham-mmiroslaw-mails-ham.r1916249.log ham-mmiroslaw-mails-spam.r1916249.log ham-spamsponge.r1916249.log ham-tsz-corpus.r1916249.log ham-whyscream.r1916249.log spam-ena-week0.r1916249.log spam-ena-week1.r1916249.log spam-ena-week2.r1916249.log spam-ena-week3.r1916249.log spam-ena-week4.r1916249.log spam-giovanni-ham.r1916249.log spam-giovanni-spammy.r1916249.log spam-giovanni-spam.r1916249.log spam-grenier.r1916249.log spam-hege.r1916249.log spam-jhardin.r1916249.log spam-llanga.r1916249.log spam-mmiroslaw-mails-ham.r1916249.log spam-mmiroslaw-mails-spam.r1916249.log spam-spamsponge.r1916249.log spam-tsz-corpus.r1916249.log spam-whyscream.r1916249.log
-score ACCT_PHISHING_MANY 2.601
+score ACCT_PHISHING_MANY 2.899
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 3.199
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.487
+score ADMITS_SPAM 3.299
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.232
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.045
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.488
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.388
+score ADVANCE_FEE_4_NEW 2.540
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.417
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.494
-score AD_PREFS 0.131
+score ADVANCE_FEE_5_NEW_MONEY 0.493
+score AD_PREFS 0.337
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 3.199
-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 AXB_X_FF_SEZ_S 3.300
+score BIGNUM_EMAILS_FREEM 0.001 # force non-zero
+score BITCOIN_DEADLINE 1.843
+score BITCOIN_EXTORT_01 2.102
+score BITCOIN_MALWARE 3.241
+score BITCOIN_ONAN 1.290
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 2.102
+score BITCOIN_SPAM_07 2.091
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 2.398
+score BITCOIN_TOEQFM 2.409
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 3.000
+score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 0.474
-score BODY_URI_ONLY 1.849
+score BODY_URI_ONLY 1.962
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.623
-score CK_HELO_GENERIC 0.250
-score COMPENSATION 0.783
+score BOGUS_MSM_HDRS 1.303
+score CK_HELO_GENERIC 0.249
+score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 3.999
-score DEAR_BENEFICIARY 3.002
-score DSN_NO_MIMEVERSION 2.000
+score DATE_IN_FUTURE_Q_PLUS 3.899
+score DEAR_BENEFICIARY 3.399
+score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-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 FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FBI_MONEY 0.297
+score FBI_SPOOF 1.295
+score FILL_THIS_FORM 0.486
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
-score FONT_INVIS_POSTEXTRAS 2.649
+score FONT_INVIS_POSTEXTRAS 2.653
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.721
-score FORM_FRAUD_5 1.516
+score FORM_FRAUD_3 0.925
+score FORM_FRAUD_5 2.699
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_IN_TO_AND_SUBJ 2.099
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001 # force non-zero
-score FROM_MISSP_EH_MATCH 1.685
+score FROM_MISSP_DYNIP 1.660
+score FROM_MISSP_EH_MATCH 1.692
score FROM_MISSP_FREEMAIL 3.499
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.363
+score FROM_MISSP_PHISH 3.243
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 0.386
+score FROM_MISSP_TO_UNDISC 1.264
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.760
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_WSP_TRAIL 2.699
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.486
-score FUZZY_CLICK_HERE 2.999
-score FUZZY_IMPORTANT 1.675
-score FUZZY_PRIVACY 2.799
+score FUZZY_AMAZON 2.399
+score FUZZY_CLICK_HERE 3.400
+score FUZZY_IMPORTANT 1.635
+score FUZZY_PRIVACY 2.699
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
score GB_BITCOIN_CP 2.999
-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 GB_CUSTOM_HTM_URI 1.500
+score GB_FAKE_RF_SHORT 1.938
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 3.892
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 2.146
+score GOOG_STO_IMG_HTML 2.501
+score GOOG_STO_NOIMG_HTML 2.601
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.500
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.135
+score HDR_ORDER_FTSDMCXX_NORDNS 2.809
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 1.000
-score HK_RANDOM_ENVFROM 1.000
+score HK_NAME_FM_MR_MRS 1.500
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.314
-score HK_WIN 0.290
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 0.261
+score HK_WIN 0.977
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.428
+score HOSTED_IMG_FREEM 1.495
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
-score HTML_ENTITY_ASCII 2.811
+score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.100
-score HTML_TEXT_INVISIBLE_FONT 1.350
+score HTML_TAG_BALANCE_CENTER 3.099
+score HTML_TEXT_INVISIBLE_FONT 1.191
score HTML_TEXT_INVISIBLE_STYLE 0.500
-score IMG_DIRECT_TO_MX 0.904
+score IMG_DIRECT_TO_MX 0.900
score IMG_ONLY_FM_DOM_INFO 2.499
+score KHOP_FAKE_EBAY 0.900
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.500
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.154
+score LONG_IMG_URI 1.320
score LONG_INVISIBLE_TEXT 1.785
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.285
+score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.489
-score MALWARE_NORDNS 1.561
+score MALFORMED_FREEMAIL 1.485
+score MALWARE_NORDNS 1.703
score MANY_SUBDOM 3.199
-score MILLION_HUNDRED 0.001 # force non-zero
-score MILLION_USD 0.891
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.889
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIME_NO_TEXT 0.883
+score MIME_NO_TEXT 1.328
score MIXED_ES 1.999
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.887
-score MONEY_FRAUD_3 2.799
+score MONEY_FORM_SHORT 2.500
+score MONEY_FRAUD_3 2.784
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.399
+score MONEY_FRAUD_8 0.001 # force non-zero
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.443
+score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 0.400
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.656
+score MSGID_NOFQDN1 0.984
+score NA_DOLLARS 1.500
+score NICE_REPLY_A -2.304
score NORDNS_LOW_CONTRAST 0.001
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+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 ODD_FREEM_REPTO 3.000
-score PDS_BAD_THREAD_QP_64 1.000
+score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.999
-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 1.099
-score PDS_FROM_NAME_TO_DOMAIN 1.200
+score PDS_DBL_URL_TNB_RUNON 2.000
+score PDS_EMPTYSUBJ_URISHRT 1.418
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.758
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 1.059
+score PDS_FROM_NAME_TO_DOMAIN 0.941
score PDS_HP_HELO_NORDNS 0.999
score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 1.500
+score PDS_TINYSUBJ_URISHRT 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.837
-score REPTO_419_FRAUD_GM 1.804
+score RATWARE_NO_RDNS 1.251
+score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.599
-score SCC_BODY_SINGLE_WORD 0.028
-score SCC_BOGUS_CTE_1 2.583
-score SCC_CANSPAM_1 2.932
+score SCC_BODY_SINGLE_WORD 0.556
+score SCC_BOGUS_CTE_1 0.056
+score SCC_CANSPAM_1 3.399
score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 0.341
+score SCC_CTMPP 2.296
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.532
+score SCC_SPAMMER_ADDR_2 3.307
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 0.346
-score SPOOF_GMAIL_MID 1.500
-score STATIC_XPRIO_OLE 0.001
+score SPOOFED_FREEMAIL_NO_RDNS 0.349
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 0.996
score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 2.511
-score SUSP_UTF8_WORD_SUBJ 1.907
+score SUSP_UTF8_WORD_MANY 2.418
+score SUSP_UTF8_WORD_SUBJ 2.000
score THIS_AD 2.199
-score THIS_IS_ADV_SUSP_NTLD 0.001
+score THIS_IS_ADV_SUSP_NTLD 0.461
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.959
+score TO_EQ_FM_HTML_ONLY 0.001
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.836
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.286
+score TO_NO_BRKTS_HTML_IMG 1.563
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_MSFT 1.397
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.997
-score UNDISC_FREEM 2.800
-score UNDISC_MONEY 2.999
+score TVD_SPACE_RATIO_MINFP 1.962
+score UNDISC_FREEM 2.699
+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_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.199
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.073
-score URI_ONLY_MSGID_MALF 1.072
+score URI_GOOGLE_PROXY 2.099
+score URI_GOOG_STO_SPAMMY 3.000
+score URI_IMG_CWINDOWSNET 3.004
+score URI_ONLY_LOW_CONTRAST 2.490
+score URI_ONLY_MSGID_MALF 0.001
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 2.000
-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 0.239
+score VFY_ACCT_NORDNS 2.524
+score VISTA_COST 0.503
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WORD_INVIS 1.579
+score WORD_INVIS_MANY 2.999
+score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
-score XM_RECPTID 2.999
-score XPRIO 0.697
+score XM_RECPTID 3.000
+score XPRIO 0.238
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.646
+score YOU_INHERIT 1.002
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -303,6 +301,7 @@ 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
@@ -323,6 +322,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -336,6 +336,7 @@ 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_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=1916268&r1=1916267&r2=1916268&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Mar 13 02:57:24 2024
@@ -1,266 +1,264 @@
# 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 3.000
+score ACCT_PHISHING_MANY 2.996
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 0.167
-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 AC_FROM_MANY_DOTS 2.497
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 0.423
+score ADMITS_SPAM 3.196
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.418
+score ADVANCE_FEE_2_NEW_MONEY 1.977
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.797
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.226
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.509
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.912
-score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score ADVANCE_FEE_5_NEW_MONEY 0.903
+score AD_PREFS 0.339
+score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.199
+score AXB_X_FF_SEZ_S 3.196
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 1.745
-score BITCOIN_EXTORT_01 0.001
-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_DEADLINE 1.818
+score BITCOIN_EXTORT_01 0.001 # force non-zero
+score BITCOIN_MALWARE 0.744
+score BITCOIN_ONAN 1.419
+score BITCOIN_SPAM_02 2.497
+score BITCOIN_SPAM_03 0.945
+score BITCOIN_SPAM_05 0.690
+score BITCOIN_SPAM_07 1.877
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 0.105
-score BITCOIN_VISTA 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 0.705
-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 BITCOIN_TOEQFM 0.001
+score BITCOIN_VISTA 0.001 # force non-zero
+score BITCOIN_XPRIO 2.497
+score BITCOIN_YOUR_INFO 2.996
+score BODY_SINGLE_URI 0.294
+score BODY_URI_ONLY 0.703
+score BOGUS_MIME_VERSION 2.358
+score BOGUS_MSM_HDRS 1.836
+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 3.799
+score DEAR_BENEFICIARY 1.293
+score DKIMWL_WL_HIGH -0.971
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score DSN_NO_MIMEVERSION 1.999
+score DKIMWL_WL_MEDHI -0.001
+score DSN_NO_MIMEVERSION 1.997
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score END_FUTURE_EMAILS 2.497
+score FACEBOOK_IMG_NOT_RCVD_FB 1.997
score FBI_MONEY 0.001
-score FBI_SPOOF 1.132
+score FBI_SPOOF 0.735
score FILL_THIS_FORM 0.001
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 0.702
-score FORM_FRAUD_5 1.430
-score FOUND_YOU 3.249
+score FONT_INVIS_LONG_LINE 2.996
+score FONT_INVIS_MSGID 2.497
+score FONT_INVIS_NORDNS 0.695
+score FONT_INVIS_POSTEXTRAS 2.961
+score FORGED_SPF_HELO 1.997
+score FORM_FRAUD 0.998
+score FORM_FRAUD_3 0.001
+score FORM_FRAUD_5 0.475
+score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROM_ADDR_WS 0.001
-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_BANK_NOAUTH 0.998
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.647
+score FROM_FMBLA_NEWDOM28 0.798
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 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 2.499
-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 FROM_IN_TO_AND_SUBJ 1.715
+score FROM_MISSPACED 0.738
+score FROM_MISSP_DYNIP 1.111
+score FROM_MISSP_EH_MATCH 0.616
+score FROM_MISSP_FREEMAIL 3.296
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_PHISH 3.499
+score FROM_MISSP_REPLYTO 0.672
+score FROM_MISSP_SPF_FAIL 1.987
+score FROM_MISSP_TO_UNDISC 0.840
+score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_XPRIO 2.497
+score FROM_NTLD_REPLY_FREEMAIL 0.297
+score FROM_PAYPAL_SPOOF 0.001
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FROM_WSP_TRAIL 0.453
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-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 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 2.696
+score FUZZY_SECURITY 2.896
+score FUZZY_WALLET 1.299
+score GB_BITCOIN_CP 2.996
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.724
+score GB_FAKE_RF_SHORT 1.773
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.999
-score GOOG_MALWARE_DNLD 4.126
-score GOOG_REDIR_HTML_ONLY 1.999
+score GB_HASHBL_BTC 4.854
+score GOOG_MALWARE_DNLD 4.210
+score GOOG_REDIR_HTML_ONLY 1.997
score GOOG_REDIR_NORDNS 0.001
-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 GOOG_STO_IMG_HTML 2.222
+score GOOG_STO_NOIMG_HTML 2.722
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.919
+score HDR_ORDER_FTSDMCXX_NORDNS 2.460
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 1.178
-score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.900
+score HELO_NO_DOMAIN 1.179
+score HK_LOTTO 0.998
+score HK_NAME_FM_MR_MRS 1.007
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
-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 HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 1.940
+score HOSTED_IMG_DIRECT_MX 2.637
+score HOSTED_IMG_FREEM 1.052
+score HOSTED_IMG_MULTI_PUB_01 2.996
score HREF_EMPTY_NORDNS 0.001
-score HTML_ENTITY_ASCII 2.999
+score HTML_ENTITY_ASCII 2.996
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 2.499
-score KHOP_HELO_FCRDNS 0.259
-score LIST_PARTIAL_SHORT_MSG 1.561
-score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.190
-score LONG_IMG_URI 0.441
-score LONG_INVISIBLE_TEXT 2.099
+score HTML_SINGLET_MANY 2.398
+score HTML_TAG_BALANCE_CENTER 2.996
+score HTML_TEXT_INVISIBLE_FONT 0.055
+score HTML_TEXT_INVISIBLE_STYLE 0.909
+score IMG_DIRECT_TO_MX 0.045
+score IMG_ONLY_FM_DOM_INFO 2.497
+score KHOP_HELO_FCRDNS 0.258
+score LIST_PARTIAL_SHORT_MSG 1.767
+score LONGLN_LOW_CONTRAST 0.001 # force non-zero
+score LONG_HEX_URI 2.189
+score LONG_IMG_URI 0.443
+score LONG_INVISIBLE_TEXT 2.049
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-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 LOTTO_DEPT 1.997
+score MALFORMED_FREEMAIL 1.954
+score MALWARE_NORDNS 1.374
+score MANY_SUBDOM 3.096
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.676
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.519
-score MIXED_ES 2.100
-score MIXED_HREF_CASE 1.999
+score MIME_NO_TEXT 0.516
+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 0.895
-score MONEY_FRAUD_3 2.668
+score MONEY_FORM_SHORT 0.902
+score MONEY_FRAUD_3 2.589
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 1.085
-score MONEY_FROM_41 1.999
+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 1.943
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.863
-score NORDNS_LOW_CONTRAST 2.426
+score MONEY_NOHTML 2.497
+score MSGID_HDR_MALF 3.496
+score MSGID_NOFQDN1 1.941
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -1.763
+score NORDNS_LOW_CONTRAST 2.449
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.281
-score OBFU_TEXT_ATTACH 1.599
+score NSL_RCVD_HELO_USER 0.383
+score OBFU_TEXT_ATTACH 1.597
score PDS_BAD_THREAD_QP_64 0.001
-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_BTC_ID 0.498
+score PDS_BTC_MSGID 0.023
+score PDS_DBL_URL_TNB_RUNON 1.997
+score PDS_EMPTYSUBJ_URISHRT 1.498
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.223
score PDS_FRNOM_TODOM_DBL_URL 0.001
-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_FRNOM_TODOM_NAKED_TO 0.001
+score PDS_FROM_NAME_TO_DOMAIN 0.996
+score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.499
+score PDS_PHP_EVAL 1.435
score PDS_TINYSUBJ_URISHRT 1.499
-score PHP_ORIG_SCRIPT_EVAL 2.865
-score PHP_SCRIPT 2.499
+score PHP_ORIG_SCRIPT_EVAL 2.958
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.120
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 0.820
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-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 RCVD_IN_MSPIKE_H2 -0.001
+score REPTO_419_FRAUD_GM 2.940
+score REPTO_419_FRAUD_GM_LOOSE 0.998
+score RISK_FREE 2.596
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BOGUS_CTE_1 1.952
-score SCC_CANSPAM_1 1.660
-score SCC_CANSPAM_2 3.999
-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 SCC_BOGUS_CTE_1 3.599
+score SCC_CANSPAM_1 3.252
+score SCC_CANSPAM_2 3.933
+score SCC_CTMPP 2.344
+score SCC_ISEMM_LID_1B 1.498
+score SCC_SPAMMER_ADDR_2 3.396
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENER_SHORT_IMG 1.357
score SHORT_SHORTNER 0.001
-score SPOOFED_FREEMAIL 0.001
+score SPOOFED_FREEMAIL 0.001 # force non-zero
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-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 2.199
-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 SPOOFED_FREEM_REPTO 2.497
+score SPOOF_GMAIL_MID 1.498
+score STATIC_XPRIO_OLE 1.266
+score STY_INVIS_DIRECT 0.754
+score SUBJ_ATTENTION 0.498
+score SUSP_UTF8_WORD_FROM 1.997
+score SUSP_UTF8_WORD_MANY 1.476
+score SUSP_UTF8_WORD_SUBJ 1.987
+score THIS_AD 2.197
+score THIS_IS_ADV_SUSP_NTLD 1.150
+score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_SPF_FAIL 0.012
+score TO_EQ_FM_SPF_FAIL 0.233
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 TO_NAME_SUBJ_NO_RDNS 1.682
+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 1.501
+score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_PCNT 2.398
+score TRANSFORM_LIFE 2.497
+score TVD_SPACE_ENCODED 2.281
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ASC 2.499
+score UNDISC_FREEM 2.697
+score UNDISC_MONEY 2.796
+score UNICODE_OBFU_ASC 2.498
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 2.199
-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 URI_AZURE_CLOUDAPP 2.996
+score URI_CLOUDFLAREIPFS 2.497
+score URI_DOTEDU 1.997
+score URI_GOOGLE_PROXY 2.197
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_IMG_CWINDOWSNET 2.982
+score URI_ONLY_MSGID_MALF 1.997
+score URI_PHISH 3.790
+score URI_TRY_3LD 1.997
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score US_DOLLARS_3 1.997
+score VFY_ACCT_NORDNS 1.471
+score VISTA_COST 1.908
score VISTA_TONOM_EQ_TOLOC 0.001
-score WORD_INVIS 0.812
-score WORD_INVIS_MANY 2.999
+score WORD_INVIS 0.810
+score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.499
-score XM_RECPTID 2.999
+score XM_LIGHT_HEAVY 2.497
+score XM_RANDOM 2.498
+score XM_RECPTID 2.996
score XPRIO 0.001
-score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.399
+score YOUR_DELIVERY_ADDRESS 1.248
+score YOU_INHERIT 0.472
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=1916268&r1=1916267&r2=1916268&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Mar 13 02:57:24 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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: 799791 100.00%
+# Correctly non-spam: 494998 62.451% (99.436% of non-spam corpus)
+# Correctly spam: 219344 27.673% (74.400% of spam corpus)
+# False positives: 2809 0.354% (0.564% of nonspam, 51725 weighted)
+# False negatives: 75473 9.522% (25.600% of spam, 143076 weighted)
+# Average score for spam: 7.9 nonspam: 0.5
+# Average for false-pos: 6.2 false-neg: 1.9
+# TOTAL: 792624 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 61807 99.45%
+# Correctly spam: 27222 73.99%
+# False positives: 340 0.55%
+# False negatives: 9571 26.01%
+# TCR(l=50): 1.384705 SpamRecall: 73.987% SpamPrec: 98.766%
##### 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: 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%
+# Correctly non-spam: 489093 98.25%
+# Correctly spam: 131991 44.77%
+# False positives: 8714 1.75%
+# False negatives: 162826 55.23%
+# TCR(l=50): 0.492572 SpamRecall: 44.770% SpamPrec: 93.807%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 61028 98.20%
+# Correctly spam: 16266 44.21%
+# False positives: 1119 1.80%
+# False negatives: 20527 55.79%
+# TCR(l=50): 0.481099 SpamRecall: 44.209% SpamPrec: 93.563%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916268&r1=1916267&r2=1916268&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Mar 13 02:57:24 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 499157 63.202% (99.600% of non-spam corpus)
+# Correctly spam: 233744 29.596% (80.987% of spam corpus)
+# False positives: 2003 0.254% (0.400% of nonspam, 85066 weighted)
+# False negatives: 54874 6.948% (19.013% of spam, 99462 weighted)
+# Average score for spam: 12.4 nonspam: -1.2
+# Average for false-pos: 7.4 false-neg: 1.8
+# TOTAL: 789778 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 62319 99.57%
+# Correctly spam: 29254 81.09%
+# False positives: 270 0.43%
+# False negatives: 6823 18.91%
+# TCR(l=50): 1.775181 SpamRecall: 81.088% SpamPrec: 99.085%
##### 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: 499254 99.62%
-# Correctly spam: 140763 48.77%
+# Correctly spam: 140694 48.75%
# False positives: 1906 0.38%
-# False negatives: 147856 51.23%
-# TCR(l=50): 1.186971 SpamRecall: 48.771% SpamPrec: 98.664%
+# False negatives: 147924 51.25%
+# TCR(l=50): 1.186635 SpamRecall: 48.747% SpamPrec: 98.663%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 62342 99.61%
-# Correctly spam: 17542 48.62%
+# Correctly spam: 17512 48.54%
# False positives: 247 0.39%
-# False negatives: 18535 51.38%
-# TCR(l=50): 1.168107 SpamRecall: 48.624% SpamPrec: 98.612%
+# False negatives: 18565 51.46%
+# TCR(l=50): 1.166974 SpamRecall: 48.541% SpamPrec: 98.609%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916268&r1=1916267&r2=1916268&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Mar 13 02:57:24 2024
@@ -1,248 +1,246 @@
-# 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
+# Using score set 0 logs for revision 1916249 from:
+# ham-ena-week0.r1916249.log ham-ena-week1.r1916249.log ham-ena-week2.r1916249.log ham-ena-week3.r1916249.log ham-ena-week4.r1916249.log ham-giovanni-ham.r1916249.log ham-giovanni-spammy.r1916249.log ham-giovanni-spam.r1916249.log ham-grenier.r1916249.log ham-hege.r1916249.log ham-jhardin.r1916249.log ham-llanga.r1916249.log ham-mmiroslaw-mails-ham.r1916249.log ham-mmiroslaw-mails-spam.r1916249.log ham-spamsponge.r1916249.log ham-tsz-corpus.r1916249.log ham-whyscream.r1916249.log spam-ena-week0.r1916249.log spam-ena-week1.r1916249.log spam-ena-week2.r1916249.log spam-ena-week3.r1916249.log spam-ena-week4.r1916249.log spam-giovanni-ham.r1916249.log spam-giovanni-spammy.r1916249.log spam-giovanni-spam.r1916249.log spam-grenier.r1916249.log spam-hege.r1916249.log spam-jhardin.r1916249.log spam-llanga.r1916249.log spam-mmiroslaw-mails-ham.r1916249.log spam-mmiroslaw-mails-spam.r1916249.log spam-spamsponge.r1916249.log spam-tsz-corpus.r1916249.log spam-whyscream.r1916249.log
-score ACCT_PHISHING_MANY 2.601
+score ACCT_PHISHING_MANY 2.899
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 3.199
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.487
+score ADMITS_SPAM 3.299
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.232
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.045
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.488
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.388
+score ADVANCE_FEE_4_NEW 2.540
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.417
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.494
-score AD_PREFS 0.131
+score ADVANCE_FEE_5_NEW_MONEY 0.493
+score AD_PREFS 0.337
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 3.199
-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 AXB_X_FF_SEZ_S 3.300
+score BIGNUM_EMAILS_FREEM 0.001 # force non-zero
+score BITCOIN_DEADLINE 1.843
+score BITCOIN_EXTORT_01 2.102
+score BITCOIN_MALWARE 3.241
+score BITCOIN_ONAN 1.290
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 2.102
+score BITCOIN_SPAM_07 2.091
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 2.398
+score BITCOIN_TOEQFM 2.409
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 3.000
+score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 0.474
-score BODY_URI_ONLY 1.849
+score BODY_URI_ONLY 1.962
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.623
-score CK_HELO_GENERIC 0.250
-score COMPENSATION 0.783
+score BOGUS_MSM_HDRS 1.303
+score CK_HELO_GENERIC 0.249
+score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 3.999
-score DEAR_BENEFICIARY 3.002
-score DSN_NO_MIMEVERSION 2.000
+score DATE_IN_FUTURE_Q_PLUS 3.899
+score DEAR_BENEFICIARY 3.399
+score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-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 FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FBI_MONEY 0.297
+score FBI_SPOOF 1.295
+score FILL_THIS_FORM 0.486
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
-score FONT_INVIS_POSTEXTRAS 2.649
+score FONT_INVIS_POSTEXTRAS 2.653
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.721
-score FORM_FRAUD_5 1.516
+score FORM_FRAUD_3 0.925
+score FORM_FRAUD_5 2.699
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_IN_TO_AND_SUBJ 2.099
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001 # force non-zero
-score FROM_MISSP_EH_MATCH 1.685
+score FROM_MISSP_DYNIP 1.660
+score FROM_MISSP_EH_MATCH 1.692
score FROM_MISSP_FREEMAIL 3.499
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.363
+score FROM_MISSP_PHISH 3.243
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 0.386
+score FROM_MISSP_TO_UNDISC 1.264
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.760
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_WSP_TRAIL 2.699
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.486
-score FUZZY_CLICK_HERE 2.999
-score FUZZY_IMPORTANT 1.675
-score FUZZY_PRIVACY 2.799
+score FUZZY_AMAZON 2.399
+score FUZZY_CLICK_HERE 3.400
+score FUZZY_IMPORTANT 1.635
+score FUZZY_PRIVACY 2.699
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
score GB_BITCOIN_CP 2.999
-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 GB_CUSTOM_HTM_URI 1.500
+score GB_FAKE_RF_SHORT 1.938
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 3.892
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 2.146
+score GOOG_STO_IMG_HTML 2.501
+score GOOG_STO_NOIMG_HTML 2.601
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.500
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.135
+score HDR_ORDER_FTSDMCXX_NORDNS 2.809
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 1.000
-score HK_RANDOM_ENVFROM 1.000
+score HK_NAME_FM_MR_MRS 1.500
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.314
-score HK_WIN 0.290
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 0.261
+score HK_WIN 0.977
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.428
+score HOSTED_IMG_FREEM 1.495
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
-score HTML_ENTITY_ASCII 2.811
+score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.100
-score HTML_TEXT_INVISIBLE_FONT 1.350
+score HTML_TAG_BALANCE_CENTER 3.099
+score HTML_TEXT_INVISIBLE_FONT 1.191
score HTML_TEXT_INVISIBLE_STYLE 0.500
-score IMG_DIRECT_TO_MX 0.904
+score IMG_DIRECT_TO_MX 0.900
score IMG_ONLY_FM_DOM_INFO 2.499
+score KHOP_FAKE_EBAY 0.900
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.500
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.154
+score LONG_IMG_URI 1.320
score LONG_INVISIBLE_TEXT 1.785
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.285
+score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.489
-score MALWARE_NORDNS 1.561
+score MALFORMED_FREEMAIL 1.485
+score MALWARE_NORDNS 1.703
score MANY_SUBDOM 3.199
-score MILLION_HUNDRED 0.001 # force non-zero
-score MILLION_USD 0.891
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.889
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIME_NO_TEXT 0.883
+score MIME_NO_TEXT 1.328
score MIXED_ES 1.999
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.887
-score MONEY_FRAUD_3 2.799
+score MONEY_FORM_SHORT 2.500
+score MONEY_FRAUD_3 2.784
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.399
+score MONEY_FRAUD_8 0.001 # force non-zero
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.443
+score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 0.400
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.656
+score MSGID_NOFQDN1 0.984
+score NA_DOLLARS 1.500
+score NICE_REPLY_A -2.304
score NORDNS_LOW_CONTRAST 0.001
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+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 ODD_FREEM_REPTO 3.000
-score PDS_BAD_THREAD_QP_64 1.000
+score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.999
-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 1.099
-score PDS_FROM_NAME_TO_DOMAIN 1.200
+score PDS_DBL_URL_TNB_RUNON 2.000
+score PDS_EMPTYSUBJ_URISHRT 1.418
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.758
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 1.059
+score PDS_FROM_NAME_TO_DOMAIN 0.941
score PDS_HP_HELO_NORDNS 0.999
score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 1.500
+score PDS_TINYSUBJ_URISHRT 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.837
-score REPTO_419_FRAUD_GM 1.804
+score RATWARE_NO_RDNS 1.251
+score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.599
-score SCC_BODY_SINGLE_WORD 0.028
-score SCC_BOGUS_CTE_1 2.583
-score SCC_CANSPAM_1 2.932
+score SCC_BODY_SINGLE_WORD 0.556
+score SCC_BOGUS_CTE_1 0.056
+score SCC_CANSPAM_1 3.399
score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 0.341
+score SCC_CTMPP 2.296
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.532
+score SCC_SPAMMER_ADDR_2 3.307
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 0.346
-score SPOOF_GMAIL_MID 1.500
-score STATIC_XPRIO_OLE 0.001
+score SPOOFED_FREEMAIL_NO_RDNS 0.349
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 0.996
score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 2.511
-score SUSP_UTF8_WORD_SUBJ 1.907
+score SUSP_UTF8_WORD_MANY 2.418
+score SUSP_UTF8_WORD_SUBJ 2.000
score THIS_AD 2.199
-score THIS_IS_ADV_SUSP_NTLD 0.001
+score THIS_IS_ADV_SUSP_NTLD 0.461
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.959
+score TO_EQ_FM_HTML_ONLY 0.001
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.836
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.286
+score TO_NO_BRKTS_HTML_IMG 1.563
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_MSFT 1.397
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.997
-score UNDISC_FREEM 2.800
-score UNDISC_MONEY 2.999
+score TVD_SPACE_RATIO_MINFP 1.962
+score UNDISC_FREEM 2.699
+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_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.199
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.073
-score URI_ONLY_MSGID_MALF 1.072
+score URI_GOOGLE_PROXY 2.099
+score URI_GOOG_STO_SPAMMY 3.000
+score URI_IMG_CWINDOWSNET 3.004
+score URI_ONLY_LOW_CONTRAST 2.490
+score URI_ONLY_MSGID_MALF 0.001
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 2.000
-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 0.239
+score VFY_ACCT_NORDNS 2.524
+score VISTA_COST 0.503
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WORD_INVIS 1.579
+score WORD_INVIS_MANY 2.999
+score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
-score XM_RECPTID 2.999
-score XPRIO 0.697
+score XM_RECPTID 3.000
+score XPRIO 0.238
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.646
+score YOU_INHERIT 1.002
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -303,6 +301,7 @@ 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
@@ -323,6 +322,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -336,6 +336,7 @@ 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_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=1916268&r1=1916267&r2=1916268&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Mar 13 02:57:24 2024
@@ -1,266 +1,264 @@
# 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 3.000
+score ACCT_PHISHING_MANY 2.996
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 0.167
-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 AC_FROM_MANY_DOTS 2.497
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 0.423
+score ADMITS_SPAM 3.196
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.418
+score ADVANCE_FEE_2_NEW_MONEY 1.977
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.797
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.226
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.509
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.912
-score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score ADVANCE_FEE_5_NEW_MONEY 0.903
+score AD_PREFS 0.339
+score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.199
+score AXB_X_FF_SEZ_S 3.196
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 1.745
-score BITCOIN_EXTORT_01 0.001
-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_DEADLINE 1.818
+score BITCOIN_EXTORT_01 0.001 # force non-zero
+score BITCOIN_MALWARE 0.744
+score BITCOIN_ONAN 1.419
+score BITCOIN_SPAM_02 2.497
+score BITCOIN_SPAM_03 0.945
+score BITCOIN_SPAM_05 0.690
+score BITCOIN_SPAM_07 1.877
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 0.105
-score BITCOIN_VISTA 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 0.705
-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 BITCOIN_TOEQFM 0.001
+score BITCOIN_VISTA 0.001 # force non-zero
+score BITCOIN_XPRIO 2.497
+score BITCOIN_YOUR_INFO 2.996
+score BODY_SINGLE_URI 0.294
+score BODY_URI_ONLY 0.703
+score BOGUS_MIME_VERSION 2.358
+score BOGUS_MSM_HDRS 1.836
+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 3.799
+score DEAR_BENEFICIARY 1.293
+score DKIMWL_WL_HIGH -0.971
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score DSN_NO_MIMEVERSION 1.999
+score DKIMWL_WL_MEDHI -0.001
+score DSN_NO_MIMEVERSION 1.997
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score END_FUTURE_EMAILS 2.497
+score FACEBOOK_IMG_NOT_RCVD_FB 1.997
score FBI_MONEY 0.001
-score FBI_SPOOF 1.132
+score FBI_SPOOF 0.735
score FILL_THIS_FORM 0.001
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 0.702
-score FORM_FRAUD_5 1.430
-score FOUND_YOU 3.249
+score FONT_INVIS_LONG_LINE 2.996
+score FONT_INVIS_MSGID 2.497
+score FONT_INVIS_NORDNS 0.695
+score FONT_INVIS_POSTEXTRAS 2.961
+score FORGED_SPF_HELO 1.997
+score FORM_FRAUD 0.998
+score FORM_FRAUD_3 0.001
+score FORM_FRAUD_5 0.475
+score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROM_ADDR_WS 0.001
-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_BANK_NOAUTH 0.998
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.647
+score FROM_FMBLA_NEWDOM28 0.798
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 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 2.499
-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 FROM_IN_TO_AND_SUBJ 1.715
+score FROM_MISSPACED 0.738
+score FROM_MISSP_DYNIP 1.111
+score FROM_MISSP_EH_MATCH 0.616
+score FROM_MISSP_FREEMAIL 3.296
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_PHISH 3.499
+score FROM_MISSP_REPLYTO 0.672
+score FROM_MISSP_SPF_FAIL 1.987
+score FROM_MISSP_TO_UNDISC 0.840
+score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_XPRIO 2.497
+score FROM_NTLD_REPLY_FREEMAIL 0.297
+score FROM_PAYPAL_SPOOF 0.001
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FROM_WSP_TRAIL 0.453
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-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 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 2.696
+score FUZZY_SECURITY 2.896
+score FUZZY_WALLET 1.299
+score GB_BITCOIN_CP 2.996
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.724
+score GB_FAKE_RF_SHORT 1.773
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.999
-score GOOG_MALWARE_DNLD 4.126
-score GOOG_REDIR_HTML_ONLY 1.999
+score GB_HASHBL_BTC 4.854
+score GOOG_MALWARE_DNLD 4.210
+score GOOG_REDIR_HTML_ONLY 1.997
score GOOG_REDIR_NORDNS 0.001
-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 GOOG_STO_IMG_HTML 2.222
+score GOOG_STO_NOIMG_HTML 2.722
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.919
+score HDR_ORDER_FTSDMCXX_NORDNS 2.460
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 1.178
-score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.900
+score HELO_NO_DOMAIN 1.179
+score HK_LOTTO 0.998
+score HK_NAME_FM_MR_MRS 1.007
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
-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 HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 1.940
+score HOSTED_IMG_DIRECT_MX 2.637
+score HOSTED_IMG_FREEM 1.052
+score HOSTED_IMG_MULTI_PUB_01 2.996
score HREF_EMPTY_NORDNS 0.001
-score HTML_ENTITY_ASCII 2.999
+score HTML_ENTITY_ASCII 2.996
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 2.499
-score KHOP_HELO_FCRDNS 0.259
-score LIST_PARTIAL_SHORT_MSG 1.561
-score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.190
-score LONG_IMG_URI 0.441
-score LONG_INVISIBLE_TEXT 2.099
+score HTML_SINGLET_MANY 2.398
+score HTML_TAG_BALANCE_CENTER 2.996
+score HTML_TEXT_INVISIBLE_FONT 0.055
+score HTML_TEXT_INVISIBLE_STYLE 0.909
+score IMG_DIRECT_TO_MX 0.045
+score IMG_ONLY_FM_DOM_INFO 2.497
+score KHOP_HELO_FCRDNS 0.258
+score LIST_PARTIAL_SHORT_MSG 1.767
+score LONGLN_LOW_CONTRAST 0.001 # force non-zero
+score LONG_HEX_URI 2.189
+score LONG_IMG_URI 0.443
+score LONG_INVISIBLE_TEXT 2.049
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-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 LOTTO_DEPT 1.997
+score MALFORMED_FREEMAIL 1.954
+score MALWARE_NORDNS 1.374
+score MANY_SUBDOM 3.096
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.676
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.519
-score MIXED_ES 2.100
-score MIXED_HREF_CASE 1.999
+score MIME_NO_TEXT 0.516
+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 0.895
-score MONEY_FRAUD_3 2.668
+score MONEY_FORM_SHORT 0.902
+score MONEY_FRAUD_3 2.589
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 1.085
-score MONEY_FROM_41 1.999
+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 1.943
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.863
-score NORDNS_LOW_CONTRAST 2.426
+score MONEY_NOHTML 2.497
+score MSGID_HDR_MALF 3.496
+score MSGID_NOFQDN1 1.941
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -1.763
+score NORDNS_LOW_CONTRAST 2.449
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.281
-score OBFU_TEXT_ATTACH 1.599
+score NSL_RCVD_HELO_USER 0.383
+score OBFU_TEXT_ATTACH 1.597
score PDS_BAD_THREAD_QP_64 0.001
-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_BTC_ID 0.498
+score PDS_BTC_MSGID 0.023
+score PDS_DBL_URL_TNB_RUNON 1.997
+score PDS_EMPTYSUBJ_URISHRT 1.498
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.223
score PDS_FRNOM_TODOM_DBL_URL 0.001
-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_FRNOM_TODOM_NAKED_TO 0.001
+score PDS_FROM_NAME_TO_DOMAIN 0.996
+score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.499
+score PDS_PHP_EVAL 1.435
score PDS_TINYSUBJ_URISHRT 1.499
-score PHP_ORIG_SCRIPT_EVAL 2.865
-score PHP_SCRIPT 2.499
+score PHP_ORIG_SCRIPT_EVAL 2.958
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.120
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 0.820
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-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 RCVD_IN_MSPIKE_H2 -0.001
+score REPTO_419_FRAUD_GM 2.940
+score REPTO_419_FRAUD_GM_LOOSE 0.998
+score RISK_FREE 2.596
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BOGUS_CTE_1 1.952
-score SCC_CANSPAM_1 1.660
-score SCC_CANSPAM_2 3.999
-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 SCC_BOGUS_CTE_1 3.599
+score SCC_CANSPAM_1 3.252
+score SCC_CANSPAM_2 3.933
+score SCC_CTMPP 2.344
+score SCC_ISEMM_LID_1B 1.498
+score SCC_SPAMMER_ADDR_2 3.396
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENER_SHORT_IMG 1.357
score SHORT_SHORTNER 0.001
-score SPOOFED_FREEMAIL 0.001
+score SPOOFED_FREEMAIL 0.001 # force non-zero
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-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 2.199
-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 SPOOFED_FREEM_REPTO 2.497
+score SPOOF_GMAIL_MID 1.498
+score STATIC_XPRIO_OLE 1.266
+score STY_INVIS_DIRECT 0.754
+score SUBJ_ATTENTION 0.498
+score SUSP_UTF8_WORD_FROM 1.997
+score SUSP_UTF8_WORD_MANY 1.476
+score SUSP_UTF8_WORD_SUBJ 1.987
+score THIS_AD 2.197
+score THIS_IS_ADV_SUSP_NTLD 1.150
+score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_SPF_FAIL 0.012
+score TO_EQ_FM_SPF_FAIL 0.233
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 TO_NAME_SUBJ_NO_RDNS 1.682
+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 1.501
+score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_PCNT 2.398
+score TRANSFORM_LIFE 2.497
+score TVD_SPACE_ENCODED 2.281
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ASC 2.499
+score UNDISC_FREEM 2.697
+score UNDISC_MONEY 2.796
+score UNICODE_OBFU_ASC 2.498
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 2.199
-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 URI_AZURE_CLOUDAPP 2.996
+score URI_CLOUDFLAREIPFS 2.497
+score URI_DOTEDU 1.997
+score URI_GOOGLE_PROXY 2.197
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_IMG_CWINDOWSNET 2.982
+score URI_ONLY_MSGID_MALF 1.997
+score URI_PHISH 3.790
+score URI_TRY_3LD 1.997
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score US_DOLLARS_3 1.997
+score VFY_ACCT_NORDNS 1.471
+score VISTA_COST 1.908
score VISTA_TONOM_EQ_TOLOC 0.001
-score WORD_INVIS 0.812
-score WORD_INVIS_MANY 2.999
+score WORD_INVIS 0.810
+score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.499
-score XM_RECPTID 2.999
+score XM_LIGHT_HEAVY 2.497
+score XM_RANDOM 2.498
+score XM_RECPTID 2.996
score XPRIO 0.001
-score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.399
+score YOUR_DELIVERY_ADDRESS 1.248
+score YOU_INHERIT 0.472
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=1916268&r1=1916267&r2=1916268&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Mar 13 02:57:24 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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: 799791 100.00%
+# Correctly non-spam: 494998 62.451% (99.436% of non-spam corpus)
+# Correctly spam: 219344 27.673% (74.400% of spam corpus)
+# False positives: 2809 0.354% (0.564% of nonspam, 51725 weighted)
+# False negatives: 75473 9.522% (25.600% of spam, 143076 weighted)
+# Average score for spam: 7.9 nonspam: 0.5
+# Average for false-pos: 6.2 false-neg: 1.9
+# TOTAL: 792624 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 61807 99.45%
+# Correctly spam: 27222 73.99%
+# False positives: 340 0.55%
+# False negatives: 9571 26.01%
+# TCR(l=50): 1.384705 SpamRecall: 73.987% SpamPrec: 98.766%
##### 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: 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%
+# Correctly non-spam: 489093 98.25%
+# Correctly spam: 131991 44.77%
+# False positives: 8714 1.75%
+# False negatives: 162826 55.23%
+# TCR(l=50): 0.492572 SpamRecall: 44.770% SpamPrec: 93.807%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 61028 98.20%
+# Correctly spam: 16266 44.21%
+# False positives: 1119 1.80%
+# False negatives: 20527 55.79%
+# TCR(l=50): 0.481099 SpamRecall: 44.209% SpamPrec: 93.563%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916268&r1=1916267&r2=1916268&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Mar 13 02:57:24 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 499157 63.202% (99.600% of non-spam corpus)
+# Correctly spam: 233744 29.596% (80.987% of spam corpus)
+# False positives: 2003 0.254% (0.400% of nonspam, 85066 weighted)
+# False negatives: 54874 6.948% (19.013% of spam, 99462 weighted)
+# Average score for spam: 12.4 nonspam: -1.2
+# Average for false-pos: 7.4 false-neg: 1.8
+# TOTAL: 789778 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 62319 99.57%
+# Correctly spam: 29254 81.09%
+# False positives: 270 0.43%
+# False negatives: 6823 18.91%
+# TCR(l=50): 1.775181 SpamRecall: 81.088% SpamPrec: 99.085%
##### 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: 499254 99.62%
-# Correctly spam: 140763 48.77%
+# Correctly spam: 140694 48.75%
# False positives: 1906 0.38%
-# False negatives: 147856 51.23%
-# TCR(l=50): 1.186971 SpamRecall: 48.771% SpamPrec: 98.664%
+# False negatives: 147924 51.25%
+# TCR(l=50): 1.186635 SpamRecall: 48.747% SpamPrec: 98.663%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 62342 99.61%
-# Correctly spam: 17542 48.62%
+# Correctly spam: 17512 48.54%
# False positives: 247 0.39%
-# False negatives: 18535 51.38%
-# TCR(l=50): 1.168107 SpamRecall: 48.624% SpamPrec: 98.612%
+# False negatives: 18565 51.46%
+# TCR(l=50): 1.166974 SpamRecall: 48.541% SpamPrec: 98.609%