Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916456&r1=1916455&r2=1916456&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Mar 21 02:50:34 2024
@@ -1,114 +1,116 @@
-# Using score set 0 logs for revision 1916412 from:
-# ham-ena-week0.r1916412.log ham-ena-week1.r1916412.log ham-ena-week2.r1916412.log ham-ena-week3.r1916412.log ham-ena-week4.r1916412.log ham-giovanni-ham.r1916412.log ham-giovanni-spammy.r1916412.log ham-giovanni-spam.r1916412.log ham-grenier.r1916412.log ham-hege.r1916412.log ham-jhardin.r1916412.log ham-llanga.r1916412.log ham-mmiroslaw-mails-ham.r1916412.log ham-mmiroslaw-mails-spam.r1916412.log ham-spamsponge.r1916412.log ham-tsz-corpus.r1916412.log ham-whyscream.r1916412.log spam-ena-week0.r1916412.log spam-ena-week1.r1916412.log spam-ena-week2.r1916412.log spam-ena-week3.r1916412.log spam-ena-week4.r1916412.log spam-giovanni-ham.r1916412.log spam-giovanni-spammy.r1916412.log spam-giovanni-spam.r1916412.log spam-grenier.r1916412.log spam-hege.r1916412.log spam-jhardin.r1916412.log spam-llanga.r1916412.log spam-mmiroslaw-mails-ham.r1916412.log spam-mmiroslaw-mails-spam.r1916412.log spam-spamsponge.r1916412.log spam-tsz-corpus.r1916412.log spam-whyscream.r1916412.log
+# Using score set 0 logs for revision 1916439 from:
+# ham-ena-week0.r1916439.log ham-ena-week1.r1916439.log ham-ena-week2.r1916439.log ham-ena-week3.r1916439.log ham-ena-week4.r1916439.log ham-giovanni-ham.r1916439.log ham-giovanni-spammy.r1916439.log ham-giovanni-spam.r1916439.log ham-grenier.r1916439.log ham-hege.r1916439.log ham-jhardin.r1916439.log ham-llanga.r1916439.log ham-mmiroslaw-mails-ham.r1916439.log ham-mmiroslaw-mails-spam.r1916439.log ham-spamsponge.r1916439.log ham-tsz-corpus.r1916439.log ham-whyscream.r1916439.log spam-ena-week0.r1916439.log spam-ena-week1.r1916439.log spam-ena-week2.r1916439.log spam-ena-week3.r1916439.log spam-ena-week4.r1916439.log spam-giovanni-ham.r1916439.log spam-giovanni-spammy.r1916439.log spam-giovanni-spam.r1916439.log spam-grenier.r1916439.log spam-hege.r1916439.log spam-jhardin.r1916439.log spam-llanga.r1916439.log spam-mmiroslaw-mails-ham.r1916439.log spam-mmiroslaw-mails-spam.r1916439.log spam-spamsponge.r1916439.log spam-tsz-corpus.r1916439.log spam-whyscream.r1916439.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.755
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 2.701
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.504
+score ADMITS_SPAM 3.199
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.378
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.840
-score ADVANCE_FEE_3_NEW_MONEY 0.201
-score ADVANCE_FEE_4_NEW 3.449
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.891
+score ADVANCE_FEE_3_NEW 3.004
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.677
+score ADVANCE_FEE_3_NEW_MONEY 0.193
+score ADVANCE_FEE_4_NEW 2.499
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.605
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 0.497
-score AD_PREFS 0.224
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.491
+score AD_PREFS 0.029
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 0.001
-score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 4.953
-score BITCOIN_MALWARE 2.535
-score BITCOIN_ONAN 0.672
+score BITCOIN_DEADLINE 2.806
+score BITCOIN_EXTORT_01 1.850
+score BITCOIN_MALWARE 2.360
+score BITCOIN_ONAN 2.643
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_09 1.500
+score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.400
+score BODY_SINGLE_URI 1.398
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.791
-score CK_HELO_GENERIC 0.250
+score BOGUS_MSM_HDRS 2.512
+score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 3.799
-score DEAR_BENEFICIARY 3.399
+score DATE_IN_FUTURE_Q_PLUS 3.459
+score DEAR_BENEFICIARY 3.499
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
-score END_FUTURE_EMAILS 2.500
-score FBI_MONEY 1.258
-score FBI_SPOOF 1.401
-score FILL_THIS_FORM 0.486
+score ENCRYPTED_MESSAGE -0.999
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score FBI_MONEY 0.269
+score FBI_SPOOF 1.715
+score FILL_THIS_FORM 0.484
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.654
+score FONT_INVIS_POSTEXTRAS 2.652
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.621
+score FORM_FRAUD_3 0.858
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.204
-score FROM_MISSP_FREEMAIL 3.600
+score FROM_MISSP_DYNIP 1.650
+score FROM_MISSP_EH_MATCH 1.191
+score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.295
+score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.715
-score FROM_MISSP_USER 0.001
+score FROM_MISSP_TO_UNDISC 2.037
+score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.351
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_NTLD_REPLY_FREEMAIL 1.464
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 2.599
+score FROM_UNBAL2 2.299
+score FROM_WSP_TRAIL 1.502
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 0.926
-score FUZZY_PRIVACY 2.700
-score FUZZY_SECURITY 2.899
+score FUZZY_IMPORTANT 1.882
+score FUZZY_PRIVACY 2.699
+score FUZZY_SECURITY 2.900
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.999
-score GB_CUSTOM_HTM_URI 1.044
-score GB_FAKE_RF_SHORT 1.939
-score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 4.898
+score GB_BITCOIN_CP 2.697
+score GB_CUSTOM_HTM_URI 1.035
+score GB_FAKE_RF_SHORT 1.938
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 4.775
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.494
-score GOOG_STO_IMG_HTML 2.502
+score GOOG_REDIR_NORDNS 2.499
+score GOOG_STO_IMG_HTML 2.500
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.303
+score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.910
+score HDR_ORDER_FTSDMCXX_NORDNS 2.305
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
score HK_NAME_FM_MR_MRS 1.315
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001
-score HK_WIN 0.001
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.372
+score HK_SCAM 0.001 # force non-zero
+score HK_WIN 0.741
+score HOSTED_IMG_DIRECT_MX 3.500
+score HOSTED_IMG_FREEM 1.363
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
@@ -116,128 +118,128 @@ score HTML_FONT_TINY_NORDNS 1.9
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.183
-score HTML_TEXT_INVISIBLE_STYLE 0.495
+score HTML_TEXT_INVISIBLE_FONT 1.184
+score HTML_TEXT_INVISIBLE_STYLE 0.799
score IMG_ONLY_FM_DOM_INFO 2.499
+score KHOP_FAKE_EBAY 0.899
score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.499
+score LONGLN_LOW_CONTRAST 2.500
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.318
-score LONG_INVISIBLE_TEXT 1.786
+score LONG_IMG_URI 0.149
+score LONG_INVISIBLE_TEXT 1.787
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.709
-score MALWARE_NORDNS 2.021
-score MANY_SUBDOM 3.199
+score MALFORMED_FREEMAIL 1.487
+score MALWARE_NORDNS 3.091
+score MANY_SUBDOM 3.299
score MAY_BE_FORGED 1.899
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.999
+score MIXED_ES 2.000
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.899
-score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_3 2.999
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.837
+score MONEY_FREEMAIL_REPTO 2.845
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 1.188
+score MSGID_NOFQDN1 0.981
score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.518
-score NORDNS_LOW_CONTRAST 0.001
+score NICE_REPLY_A -4.425
+score NORDNS_LOW_CONTRAST 0.001 # force non-zero
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
score NSL_RCVD_HELO_USER 0.001
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
+score PDS_BTC_MSGID 0.001 # force non-zero
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.098
-score PDS_FROM_NAME_TO_DOMAIN 1.300
-score PDS_HP_HELO_NORDNS 1.000
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 1.429
+score PDS_FROM_NAME_TO_DOMAIN 0.713
+score PDS_HP_HELO_NORDNS 0.999
score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.500
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.206
-score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RATWARE_NO_RDNS 1.785
+score REPTO_419_FRAUD_GM 1.152
score RISK_FREE 2.599
-score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BOGUS_CTE_1 3.834
-score SCC_CANSPAM_1 2.769
-score SCC_CANSPAM_2 2.633
+score SCC_BOGUS_CTE_1 3.485
+score SCC_CANSPAM_1 3.199
+score SCC_CANSPAM_2 2.931
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.223
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.001
+score SCC_SPAMMER_ADDR_2 3.599
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score SHORTENER_SHORT_IMG 0.001 # force non-zero
+score SHORT_IMG_SUSP_NTLD 0.305
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.351
+score SPOOFED_FREEMAIL_NO_RDNS 0.356
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.418
+score STATIC_XPRIO_OLE 1.423
score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.492
+score SUSP_UTF8_WORD_COMBO 1.661
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.509
-score SUSP_UTF8_WORD_SUBJ 1.747
+score SUSP_UTF8_WORD_MANY 1.499
+score SUSP_UTF8_WORD_SUBJ 1.589
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.937
-score THIS_IS_ADV_SUSP_NTLD 1.197
+score THIS_AD 1.929
+score THIS_IS_ADV_SUSP_NTLD 0.066
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NAME_SUBJ_NO_RDNS 2.874
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 2.000
+score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.155
-score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 2.000
score TO_NO_BRKTS_PCNT 2.499
-score TVD_DOLLARS_US 2.599
+score TVD_DOLLARS_US 1.487
score TVD_FROM_1 0.999
-score TVD_PH_7 2.599
+score TVD_PH_7 2.699
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.600
-score UNDISC_FREEM 2.799
-score UNDISC_MONEY 2.899
+score TVD_SPACE_RATIO_MINFP 1.577
+score UNDISC_FREEM 2.699
+score UNDISC_MONEY 2.999
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.499
+score URI_CLOUDFLAREIPFS 2.500
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.131
-score URI_ONLY_MSGID_MALF 0.393
-score URI_PHISH 2.412
+score URI_IMG_CWINDOWSNET 3.134
+score URI_PHISH 2.757
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.498
-score VISTA_COST 0.896
+score VFY_ACCT_NORDNS 2.595
+score VISTA_COST 1.030
score VISTA_TONOM_EQ_TOLOC 2.500
-score WORD_INVIS 1.574
-score WORD_INVIS_MANY 3.000
-score XFER_LOTSA_MONEY 0.001
+score WORD_INVIS 1.579
+score WORD_INVIS_MANY 2.999
+score XFER_LOTSA_MONEY 0.001 # force non-zero
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.500
+score XPRIO 0.502
+score XPRIO_SHORT_SUBJ 2.065
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.113
+score YOU_INHERIT 2.361
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -279,7 +281,6 @@ score DOTGOV_IMAGE 1.0
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
-score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
@@ -319,6 +320,7 @@ 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
@@ -353,6 +355,7 @@ score REPTO_419_FRAUD 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
+score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
@@ -388,6 +391,7 @@ score URI_FIREBASEAPP 1.0
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
+score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
@@ -395,7 +399,6 @@ score USB_DRIVES 1.0
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score XM_DIGITS_ONLY 1.000
-score XPRIO_SHORT_SUBJ 1.000
score XPRIO_VISTA 1.000
# in active.list but have no hits in recent corpus
score ARC_SIGNED 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916456&r1=1916455&r2=1916456&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Mar 21 02:50:34 2024
@@ -1,269 +1,269 @@
# Using score set 1 logs for revision 1916360 from:
# ham-net-ena-week0.r1916360.log ham-net-ena-week1.r1916360.log ham-net-ena-week2.r1916360.log ham-net-ena-week3.r1916360.log ham-net-ena-week4.r1916360.log ham-net-giovanni-ham.r1916360.log ham-net-giovanni-spammy.r1916360.log ham-net-giovanni-spam.r1916360.log ham-net-grenier.r1916360.log ham-net-hege.r1916360.log ham-net-jhardin.r1916360.log ham-net-llanga.r1916360.log ham-net-mmiroslaw-mails-ham.r1916360.log ham-net-mmiroslaw-mails-spam.r1916360.log ham-net-spamsponge.r1916360.log ham-net-tsz-corpus.r1916360.log ham-net-whyscream.r1916360.log spam-net-ena-week0.r1916360.log spam-net-ena-week1.r1916360.log spam-net-ena-week2.r1916360.log spam-net-ena-week3.r1916360.log spam-net-ena-week4.r1916360.log spam-net-giovanni-ham.r1916360.log spam-net-giovanni-spammy.r1916360.log spam-net-giovanni-spam.r1916360.log spam-net-grenier.r1916360.log spam-net-hege.r1916360.log spam-net-jhardin.r1916360.log spam-net-llanga.r1916360.log spam-net-mmiroslaw-mails-ham.r1916360.log spam-net-mmirosla
w-mails-spam.r1916360.log spam-net-spamsponge.r1916360.log spam-net-tsz-corpus.r1916360.log spam-net-whyscream.r1916360.log
-score ACCT_PHISHING_MANY 2.791
+score ACCT_PHISHING_MANY 2.947
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 0.800
+score AC_POST_EXTRAS 0.821
score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.454
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.262
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.836
+score ADVANCE_FEE_3_NEW 3.263
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.749
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.155
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.591
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.849
-score AD_PREFS 0.379
+score ADVANCE_FEE_5_NEW_MONEY 0.678
+score AD_PREFS 0.287
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 0.001
-score BITCOIN_DEADLINE 1.775
-score BITCOIN_EXTORT_01 2.001
-score BITCOIN_MALWARE 3.003
-score BITCOIN_ONAN 1.082
-score BITCOIN_SPAM_02 1.755
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.918
-score BITCOIN_SPAM_07 2.161
+score BITCOIN_DEADLINE 0.912
+score BITCOIN_EXTORT_01 2.006
+score BITCOIN_MALWARE 1.890
+score BITCOIN_ONAN 0.913
+score BITCOIN_SPAM_02 1.652
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_05 1.035
+score BITCOIN_SPAM_07 2.899
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 3.346
+score BITCOIN_VISTA 0.585
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.298
-score BODY_URI_ONLY 0.703
-score BOGUS_MIME_VERSION 2.335
-score BOGUS_MSM_HDRS 2.217
-score CK_HELO_GENERIC 0.249
+score BODY_SINGLE_URI 0.297
+score BODY_URI_ONLY 0.704
+score BOGUS_MIME_VERSION 1.598
+score BOGUS_MSM_HDRS 2.607
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 3.257
+score DATE_IN_FUTURE_Q_PLUS 2.765
score DEAR_BENEFICIARY 3.299
-score DKIMWL_WL_HIGH -0.417
+score DKIMWL_WL_HIGH -0.372
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
+score END_FUTURE_EMAILS 2.500
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 0.050
-score FBI_SPOOF 1.999
+score FBI_MONEY 1.234
+score FBI_SPOOF 0.819
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 1.228
-score FONT_INVIS_POSTEXTRAS 2.978
+score FONT_INVIS_NORDNS 1.233
+score FONT_INVIS_POSTEXTRAS 2.975
score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.254
-score FORM_FRAUD_5 2.254
+score FORM_FRAUD 1.000
+score FORM_FRAUD_3 0.775
+score FORM_FRAUD_5 3.214
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_BANK_NOAUTH 0.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.343
-score FROM_IN_TO_AND_SUBJ 1.775
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.001
+score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.652
-score FROM_MISSP_EH_MATCH 0.775
+score FROM_MISSP_DYNIP 0.828
+score FROM_MISSP_EH_MATCH 0.773
score FROM_MISSP_FREEMAIL 3.499
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.726
-score FROM_MISSP_REPLYTO 0.739
-score FROM_MISSP_SPF_FAIL 1.026
-score FROM_MISSP_TO_UNDISC 0.949
-score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.272
+score FROM_MISSP_PHISH 0.427
+score FROM_MISSP_REPLYTO 0.567
+score FROM_MISSP_SPF_FAIL 0.853
+score FROM_MISSP_TO_UNDISC 1.285
+score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_XPRIO 0.001
+score FROM_NTLD_REPLY_FREEMAIL 0.959
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 0.455
+score FROM_WSP_TRAIL 0.446
score FSL_BULK_SIG 0.001
-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 2.399
+score FUZZY_AMAZON 2.400
score FUZZY_CLICK_HERE 3.299
-score FUZZY_IMPORTANT 2.087
+score FUZZY_IMPORTANT 2.264
score FUZZY_PRIVACY 2.599
-score FUZZY_SECURITY 2.799
-score FUZZY_WALLET 0.251
+score FUZZY_SECURITY 2.900
+score FUZZY_WALLET 0.591
score GB_BITCOIN_CP 2.999
score GB_CUSTOM_HTM_URI 0.001
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 4.802
-score GOOG_MALWARE_DNLD 3.491
+score GB_HASHBL_BTC 4.999
+score GOOG_MALWARE_DNLD 3.494
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.024
+score GOOG_STO_IMG_HTML 2.036
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 1.297
+score HELO_NO_DOMAIN 1.188
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.901
+score HK_NAME_FM_MR_MRS 0.905
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_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HK_WIN 0.823
-score HOSTED_IMG_DIRECT_MX 2.593
-score HOSTED_IMG_FREEM 1.048
+score HK_WIN 0.451
+score HOSTED_IMG_DIRECT_MX 3.108
+score HOSTED_IMG_FREEM 1.046
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.001 # force non-zero
+score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.105
-score HTML_SINGLET_MANY 2.359
+score HTML_OFF_PAGE 2.269
+score HTML_SINGLET_MANY 2.361
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 0.054
-score HTML_TEXT_INVISIBLE_STYLE 1.064
-score IMG_ONLY_FM_DOM_INFO 2.500
+score HTML_TEXT_INVISIBLE_FONT 0.052
+score HTML_TEXT_INVISIBLE_STYLE 1.073
+score IMG_ONLY_FM_DOM_INFO 2.499
score KHOP_HELO_FCRDNS 0.001
-score LIST_PARTIAL_SHORT_MSG 1.542
+score LIST_PARTIAL_SHORT_MSG 1.541
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.146
-score LONG_IMG_URI 1.102
-score LONG_INVISIBLE_TEXT 2.096
+score LONG_HEX_URI 2.141
+score LONG_IMG_URI 1.104
+score LONG_INVISIBLE_TEXT 2.092
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001 # force non-zero
+score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.329
-score MALWARE_NORDNS 0.824
+score MALFORMED_FREEMAIL 1.327
+score MALWARE_NORDNS 0.665
score MANY_SUBDOM 3.099
-score MAY_BE_FORGED 2.199
+score MAY_BE_FORGED 2.299
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.589
-score MIMEOLE_DIRECT_TO_MX 0.464
+score MILLION_USD 1.590
+score MIMEOLE_DIRECT_TO_MX 1.080
score MIME_NO_TEXT 1.999
score MIXED_ES 1.899
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 1.565
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 1.658
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 1.086
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 2.198
+score MONEY_NOHTML 2.500
+score MSGID_HDR_MALF 3.500
+score MSGID_NOFQDN1 2.199
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.399
-score NORDNS_LOW_CONTRAST 1.435
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NICE_REPLY_A -2.360
+score NORDNS_LOW_CONTRAST 1.432
+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 1.599
score PDS_BAD_THREAD_QP_64 0.001
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.593
+score PDS_BTC_MSGID 0.262
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.718
-score PDS_FROM_NAME_TO_DOMAIN 0.535
+score PDS_FRNOM_TODOM_NAKED_TO 0.782
+score PDS_FROM_NAME_TO_DOMAIN 0.287
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.499
+score PDS_PHP_EVAL 1.351
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.731
+score RATWARE_NO_RDNS 2.635
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 2.219
+score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
+score RCVD_IN_MSPIKE_H2 -0.001
+score REPTO_419_FRAUD_GM 2.227
score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.599
-score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BOGUS_CTE_1 3.741
-score SCC_CANSPAM_1 2.481
+score SCC_BOGUS_CTE_1 3.945
+score SCC_CANSPAM_1 2.077
score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 1.767
+score SCC_CTMPP 0.731
score SCC_ISEMM_LID_1B 1.499
score SCC_SPAMMER_ADDR_2 3.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.740
-score SHORT_IMG_SUSP_NTLD 0.118
+score SHORTENER_SHORT_IMG 1.769
+score SHORT_IMG_SUSP_NTLD 1.300
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.265
+score STATIC_XPRIO_OLE 1.266
score STY_INVIS_DIRECT 0.753
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 2.289
+score SUSP_UTF8_WORD_COMBO 2.124
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.391
-score SUSP_UTF8_WORD_SUBJ 0.792
-score TEQF_USR_POLITE 1.994
-score THIS_AD 1.118
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score SUSP_UTF8_WORD_MANY 0.544
+score SUSP_UTF8_WORD_SUBJ 0.798
+score TEQF_USR_POLITE 1.993
+score THIS_AD 1.124
+score THIS_IS_ADV_SUSP_NTLD 0.584
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 1.345
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.069
+score TO_NAME_SUBJ_NO_RDNS 2.102
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.783
+score TO_NO_BRKTS_HTML_IMG 1.790
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.417
-score TO_NO_BRKTS_NORDNS_HTML 1.268
-score TO_NO_BRKTS_PCNT 2.396
-score TVD_DOLLARS_US 1.758
-score TVD_FROM_1 1.000
-score TVD_PH_7 2.399
-score TVD_SPACE_ENCODED 1.261
+score TO_NO_BRKTS_MSFT 1.423
+score TO_NO_BRKTS_NORDNS_HTML 1.445
+score TO_NO_BRKTS_PCNT 2.398
+score TVD_DOLLARS_US 1.604
+score TVD_FROM_1 0.999
+score TVD_PH_7 2.499
+score TVD_SPACE_ENCODED 1.265
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.899
-score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ASC 2.500
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_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.199
+score URI_IMG_CWINDOWSNET 3.203
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.903
+score URI_PHISH 2.896
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
+score URI_WP_HACKED_2 2.500
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.383
-score VISTA_COST 1.636
-score VISTA_TONOM_EQ_TOLOC 0.386
-score WORD_INVIS 1.893
+score VFY_ACCT_NORDNS 2.124
+score VISTA_COST 1.794
+score VISTA_TONOM_EQ_TOLOC 0.358
+score WORD_INVIS 1.898
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 2.888
+score XM_RECPTID 2.961
score XPRIO 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.417
+score YOU_INHERIT 1.951
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=1916456&r1=1916455&r2=1916456&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Mar 21 02:50:34 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 506618 62.969% (99.410% of non-spam corpus)
-# Correctly spam: 214999 26.723% (72.898% of spam corpus)
-# False positives: 3006 0.374% (0.590% of nonspam, 54156 weighted)
-# False negatives: 79934 9.935% (27.102% of spam, 149986 weighted)
+# Correctly non-spam: 507560 62.873% (99.405% of non-spam corpus)
+# Correctly spam: 217640 26.960% (73.358% of spam corpus)
+# False positives: 3038 0.376% (0.595% of nonspam, 55057 weighted)
+# False negatives: 79041 9.791% (26.642% of spam, 149400 weighted)
# Average score for spam: 7.4 nonspam: 0.4
# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 804557 100.00%
+# TOTAL: 807279 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63301 99.45%
-# Correctly spam: 26685 72.50%
-# False positives: 347 0.55%
-# False negatives: 10124 27.50%
-# TCR(l=50): 1.339776 SpamRecall: 72.496% SpamPrec: 98.716%
+# Correctly non-spam: 63370 99.36%
+# Correctly spam: 27167 73.40%
+# False positives: 405 0.64%
+# False negatives: 9843 26.60%
+# TCR(l=50): 1.229854 SpamRecall: 73.404% SpamPrec: 98.531%
##### 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: 500790 98.27%
-# Correctly spam: 129808 44.01%
-# False positives: 8834 1.73%
-# False negatives: 165125 55.99%
-# TCR(l=50): 0.486026 SpamRecall: 44.013% SpamPrec: 93.628%
+# Correctly non-spam: 501707 98.26%
+# Correctly spam: 130027 43.83%
+# False positives: 8891 1.74%
+# False negatives: 166654 56.17%
+# TCR(l=50): 0.485404 SpamRecall: 43.827% SpamPrec: 93.600%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62580 98.32%
-# Correctly spam: 16158 43.90%
-# False positives: 1068 1.68%
-# False negatives: 20651 56.10%
-# TCR(l=50): 0.497076 SpamRecall: 43.897% SpamPrec: 93.800%
+# Correctly non-spam: 62634 98.21%
+# Correctly spam: 16248 43.90%
+# False positives: 1141 1.79%
+# False negatives: 20762 56.10%
+# TCR(l=50): 0.475634 SpamRecall: 43.902% SpamPrec: 93.438%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916456&r1=1916455&r2=1916456&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Mar 21 02:50:34 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 505194 63.878% (99.571% of non-spam corpus)
-# Correctly spam: 227869 28.812% (80.375% of spam corpus)
-# False positives: 2178 0.275% (0.429% of nonspam, 89140 weighted)
-# False negatives: 55638 7.035% (19.625% of spam, 100527 weighted)
-# Average score for spam: 12.2 nonspam: -1.0
-# Average for false-pos: 7.3 false-neg: 1.8
-# TOTAL: 790879 100.00%
+# Correctly non-spam: 505113 63.868% (99.555% of non-spam corpus)
+# Correctly spam: 227706 28.792% (80.318% of spam corpus)
+# False positives: 2259 0.286% (0.445% of nonspam, 91326 weighted)
+# False negatives: 55798 7.055% (19.682% of spam, 100765 weighted)
+# Average score for spam: 12.2 nonspam: -1.1
+# Average for false-pos: 7.2 false-neg: 1.8
+# TOTAL: 790876 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 63087 99.56%
-# Correctly spam: 28378 80.04%
+# Correctly spam: 28449 80.24%
# False positives: 278 0.44%
-# False negatives: 7078 19.96%
-# TCR(l=50): 1.690152 SpamRecall: 80.037% SpamPrec: 99.030%
+# False negatives: 7007 19.76%
+# TCR(l=50): 1.695891 SpamRecall: 80.237% SpamPrec: 99.032%
##### 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: 505523 99.64%
-# Correctly spam: 143162 50.50%
+# Correctly spam: 143071 50.47%
# False positives: 1849 0.36%
-# False negatives: 140345 49.50%
-# TCR(l=50): 1.217840 SpamRecall: 50.497% SpamPrec: 98.725%
+# False negatives: 140433 49.53%
+# TCR(l=50): 1.217367 SpamRecall: 50.465% SpamPrec: 98.724%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 63123 99.62%
-# Correctly spam: 17828 50.28%
+# Correctly spam: 17909 50.51%
# False positives: 242 0.38%
-# False negatives: 17628 49.72%
-# TCR(l=50): 1.192680 SpamRecall: 50.282% SpamPrec: 98.661%
+# False negatives: 17547 49.49%
+# TCR(l=50): 1.195939 SpamRecall: 50.510% SpamPrec: 98.667%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916456&r1=1916455&r2=1916456&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Mar 21 02:50:34 2024
@@ -1,114 +1,116 @@
-# Using score set 0 logs for revision 1916412 from:
-# ham-ena-week0.r1916412.log ham-ena-week1.r1916412.log ham-ena-week2.r1916412.log ham-ena-week3.r1916412.log ham-ena-week4.r1916412.log ham-giovanni-ham.r1916412.log ham-giovanni-spammy.r1916412.log ham-giovanni-spam.r1916412.log ham-grenier.r1916412.log ham-hege.r1916412.log ham-jhardin.r1916412.log ham-llanga.r1916412.log ham-mmiroslaw-mails-ham.r1916412.log ham-mmiroslaw-mails-spam.r1916412.log ham-spamsponge.r1916412.log ham-tsz-corpus.r1916412.log ham-whyscream.r1916412.log spam-ena-week0.r1916412.log spam-ena-week1.r1916412.log spam-ena-week2.r1916412.log spam-ena-week3.r1916412.log spam-ena-week4.r1916412.log spam-giovanni-ham.r1916412.log spam-giovanni-spammy.r1916412.log spam-giovanni-spam.r1916412.log spam-grenier.r1916412.log spam-hege.r1916412.log spam-jhardin.r1916412.log spam-llanga.r1916412.log spam-mmiroslaw-mails-ham.r1916412.log spam-mmiroslaw-mails-spam.r1916412.log spam-spamsponge.r1916412.log spam-tsz-corpus.r1916412.log spam-whyscream.r1916412.log
+# Using score set 0 logs for revision 1916439 from:
+# ham-ena-week0.r1916439.log ham-ena-week1.r1916439.log ham-ena-week2.r1916439.log ham-ena-week3.r1916439.log ham-ena-week4.r1916439.log ham-giovanni-ham.r1916439.log ham-giovanni-spammy.r1916439.log ham-giovanni-spam.r1916439.log ham-grenier.r1916439.log ham-hege.r1916439.log ham-jhardin.r1916439.log ham-llanga.r1916439.log ham-mmiroslaw-mails-ham.r1916439.log ham-mmiroslaw-mails-spam.r1916439.log ham-spamsponge.r1916439.log ham-tsz-corpus.r1916439.log ham-whyscream.r1916439.log spam-ena-week0.r1916439.log spam-ena-week1.r1916439.log spam-ena-week2.r1916439.log spam-ena-week3.r1916439.log spam-ena-week4.r1916439.log spam-giovanni-ham.r1916439.log spam-giovanni-spammy.r1916439.log spam-giovanni-spam.r1916439.log spam-grenier.r1916439.log spam-hege.r1916439.log spam-jhardin.r1916439.log spam-llanga.r1916439.log spam-mmiroslaw-mails-ham.r1916439.log spam-mmiroslaw-mails-spam.r1916439.log spam-spamsponge.r1916439.log spam-tsz-corpus.r1916439.log spam-whyscream.r1916439.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.755
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 2.701
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.504
+score ADMITS_SPAM 3.199
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.378
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.840
-score ADVANCE_FEE_3_NEW_MONEY 0.201
-score ADVANCE_FEE_4_NEW 3.449
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.891
+score ADVANCE_FEE_3_NEW 3.004
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.677
+score ADVANCE_FEE_3_NEW_MONEY 0.193
+score ADVANCE_FEE_4_NEW 2.499
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.605
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 0.497
-score AD_PREFS 0.224
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.491
+score AD_PREFS 0.029
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 0.001
-score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 4.953
-score BITCOIN_MALWARE 2.535
-score BITCOIN_ONAN 0.672
+score BITCOIN_DEADLINE 2.806
+score BITCOIN_EXTORT_01 1.850
+score BITCOIN_MALWARE 2.360
+score BITCOIN_ONAN 2.643
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_09 1.500
+score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.400
+score BODY_SINGLE_URI 1.398
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.791
-score CK_HELO_GENERIC 0.250
+score BOGUS_MSM_HDRS 2.512
+score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 3.799
-score DEAR_BENEFICIARY 3.399
+score DATE_IN_FUTURE_Q_PLUS 3.459
+score DEAR_BENEFICIARY 3.499
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
-score END_FUTURE_EMAILS 2.500
-score FBI_MONEY 1.258
-score FBI_SPOOF 1.401
-score FILL_THIS_FORM 0.486
+score ENCRYPTED_MESSAGE -0.999
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score FBI_MONEY 0.269
+score FBI_SPOOF 1.715
+score FILL_THIS_FORM 0.484
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.654
+score FONT_INVIS_POSTEXTRAS 2.652
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.621
+score FORM_FRAUD_3 0.858
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.204
-score FROM_MISSP_FREEMAIL 3.600
+score FROM_MISSP_DYNIP 1.650
+score FROM_MISSP_EH_MATCH 1.191
+score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.295
+score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.715
-score FROM_MISSP_USER 0.001
+score FROM_MISSP_TO_UNDISC 2.037
+score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.351
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_NTLD_REPLY_FREEMAIL 1.464
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 2.599
+score FROM_UNBAL2 2.299
+score FROM_WSP_TRAIL 1.502
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 0.926
-score FUZZY_PRIVACY 2.700
-score FUZZY_SECURITY 2.899
+score FUZZY_IMPORTANT 1.882
+score FUZZY_PRIVACY 2.699
+score FUZZY_SECURITY 2.900
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.999
-score GB_CUSTOM_HTM_URI 1.044
-score GB_FAKE_RF_SHORT 1.939
-score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 4.898
+score GB_BITCOIN_CP 2.697
+score GB_CUSTOM_HTM_URI 1.035
+score GB_FAKE_RF_SHORT 1.938
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 4.775
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.494
-score GOOG_STO_IMG_HTML 2.502
+score GOOG_REDIR_NORDNS 2.499
+score GOOG_STO_IMG_HTML 2.500
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.303
+score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.910
+score HDR_ORDER_FTSDMCXX_NORDNS 2.305
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
score HK_NAME_FM_MR_MRS 1.315
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001
-score HK_WIN 0.001
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.372
+score HK_SCAM 0.001 # force non-zero
+score HK_WIN 0.741
+score HOSTED_IMG_DIRECT_MX 3.500
+score HOSTED_IMG_FREEM 1.363
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
@@ -116,128 +118,128 @@ score HTML_FONT_TINY_NORDNS 1.9
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.183
-score HTML_TEXT_INVISIBLE_STYLE 0.495
+score HTML_TEXT_INVISIBLE_FONT 1.184
+score HTML_TEXT_INVISIBLE_STYLE 0.799
score IMG_ONLY_FM_DOM_INFO 2.499
+score KHOP_FAKE_EBAY 0.899
score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.499
+score LONGLN_LOW_CONTRAST 2.500
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.318
-score LONG_INVISIBLE_TEXT 1.786
+score LONG_IMG_URI 0.149
+score LONG_INVISIBLE_TEXT 1.787
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.709
-score MALWARE_NORDNS 2.021
-score MANY_SUBDOM 3.199
+score MALFORMED_FREEMAIL 1.487
+score MALWARE_NORDNS 3.091
+score MANY_SUBDOM 3.299
score MAY_BE_FORGED 1.899
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.999
+score MIXED_ES 2.000
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.899
-score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_3 2.999
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.837
+score MONEY_FREEMAIL_REPTO 2.845
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 1.188
+score MSGID_NOFQDN1 0.981
score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.518
-score NORDNS_LOW_CONTRAST 0.001
+score NICE_REPLY_A -4.425
+score NORDNS_LOW_CONTRAST 0.001 # force non-zero
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
score NSL_RCVD_HELO_USER 0.001
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
+score PDS_BTC_MSGID 0.001 # force non-zero
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.098
-score PDS_FROM_NAME_TO_DOMAIN 1.300
-score PDS_HP_HELO_NORDNS 1.000
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 1.429
+score PDS_FROM_NAME_TO_DOMAIN 0.713
+score PDS_HP_HELO_NORDNS 0.999
score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.500
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.206
-score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RATWARE_NO_RDNS 1.785
+score REPTO_419_FRAUD_GM 1.152
score RISK_FREE 2.599
-score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BOGUS_CTE_1 3.834
-score SCC_CANSPAM_1 2.769
-score SCC_CANSPAM_2 2.633
+score SCC_BOGUS_CTE_1 3.485
+score SCC_CANSPAM_1 3.199
+score SCC_CANSPAM_2 2.931
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.223
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.001
+score SCC_SPAMMER_ADDR_2 3.599
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score SHORTENER_SHORT_IMG 0.001 # force non-zero
+score SHORT_IMG_SUSP_NTLD 0.305
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.351
+score SPOOFED_FREEMAIL_NO_RDNS 0.356
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.418
+score STATIC_XPRIO_OLE 1.423
score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.492
+score SUSP_UTF8_WORD_COMBO 1.661
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.509
-score SUSP_UTF8_WORD_SUBJ 1.747
+score SUSP_UTF8_WORD_MANY 1.499
+score SUSP_UTF8_WORD_SUBJ 1.589
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.937
-score THIS_IS_ADV_SUSP_NTLD 1.197
+score THIS_AD 1.929
+score THIS_IS_ADV_SUSP_NTLD 0.066
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NAME_SUBJ_NO_RDNS 2.874
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 2.000
+score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.155
-score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 2.000
score TO_NO_BRKTS_PCNT 2.499
-score TVD_DOLLARS_US 2.599
+score TVD_DOLLARS_US 1.487
score TVD_FROM_1 0.999
-score TVD_PH_7 2.599
+score TVD_PH_7 2.699
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.600
-score UNDISC_FREEM 2.799
-score UNDISC_MONEY 2.899
+score TVD_SPACE_RATIO_MINFP 1.577
+score UNDISC_FREEM 2.699
+score UNDISC_MONEY 2.999
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.499
+score URI_CLOUDFLAREIPFS 2.500
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.131
-score URI_ONLY_MSGID_MALF 0.393
-score URI_PHISH 2.412
+score URI_IMG_CWINDOWSNET 3.134
+score URI_PHISH 2.757
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.498
-score VISTA_COST 0.896
+score VFY_ACCT_NORDNS 2.595
+score VISTA_COST 1.030
score VISTA_TONOM_EQ_TOLOC 2.500
-score WORD_INVIS 1.574
-score WORD_INVIS_MANY 3.000
-score XFER_LOTSA_MONEY 0.001
+score WORD_INVIS 1.579
+score WORD_INVIS_MANY 2.999
+score XFER_LOTSA_MONEY 0.001 # force non-zero
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.500
+score XPRIO 0.502
+score XPRIO_SHORT_SUBJ 2.065
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.113
+score YOU_INHERIT 2.361
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -279,7 +281,6 @@ score DOTGOV_IMAGE 1.0
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
-score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
@@ -319,6 +320,7 @@ 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
@@ -353,6 +355,7 @@ score REPTO_419_FRAUD 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
+score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
@@ -388,6 +391,7 @@ score URI_FIREBASEAPP 1.0
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
+score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
@@ -395,7 +399,6 @@ score USB_DRIVES 1.0
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score XM_DIGITS_ONLY 1.000
-score XPRIO_SHORT_SUBJ 1.000
score XPRIO_VISTA 1.000
# in active.list but have no hits in recent corpus
score ARC_SIGNED 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916456&r1=1916455&r2=1916456&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Mar 21 02:50:34 2024
@@ -1,269 +1,269 @@
# Using score set 1 logs for revision 1916360 from:
# ham-net-ena-week0.r1916360.log ham-net-ena-week1.r1916360.log ham-net-ena-week2.r1916360.log ham-net-ena-week3.r1916360.log ham-net-ena-week4.r1916360.log ham-net-giovanni-ham.r1916360.log ham-net-giovanni-spammy.r1916360.log ham-net-giovanni-spam.r1916360.log ham-net-grenier.r1916360.log ham-net-hege.r1916360.log ham-net-jhardin.r1916360.log ham-net-llanga.r1916360.log ham-net-mmiroslaw-mails-ham.r1916360.log ham-net-mmiroslaw-mails-spam.r1916360.log ham-net-spamsponge.r1916360.log ham-net-tsz-corpus.r1916360.log ham-net-whyscream.r1916360.log spam-net-ena-week0.r1916360.log spam-net-ena-week1.r1916360.log spam-net-ena-week2.r1916360.log spam-net-ena-week3.r1916360.log spam-net-ena-week4.r1916360.log spam-net-giovanni-ham.r1916360.log spam-net-giovanni-spammy.r1916360.log spam-net-giovanni-spam.r1916360.log spam-net-grenier.r1916360.log spam-net-hege.r1916360.log spam-net-jhardin.r1916360.log spam-net-llanga.r1916360.log spam-net-mmiroslaw-mails-ham.r1916360.log spam-net-mmirosla
w-mails-spam.r1916360.log spam-net-spamsponge.r1916360.log spam-net-tsz-corpus.r1916360.log spam-net-whyscream.r1916360.log
-score ACCT_PHISHING_MANY 2.791
+score ACCT_PHISHING_MANY 2.947
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 0.800
+score AC_POST_EXTRAS 0.821
score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.454
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.262
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.836
+score ADVANCE_FEE_3_NEW 3.263
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.749
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.155
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.591
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.849
-score AD_PREFS 0.379
+score ADVANCE_FEE_5_NEW_MONEY 0.678
+score AD_PREFS 0.287
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 0.001
-score BITCOIN_DEADLINE 1.775
-score BITCOIN_EXTORT_01 2.001
-score BITCOIN_MALWARE 3.003
-score BITCOIN_ONAN 1.082
-score BITCOIN_SPAM_02 1.755
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.918
-score BITCOIN_SPAM_07 2.161
+score BITCOIN_DEADLINE 0.912
+score BITCOIN_EXTORT_01 2.006
+score BITCOIN_MALWARE 1.890
+score BITCOIN_ONAN 0.913
+score BITCOIN_SPAM_02 1.652
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_05 1.035
+score BITCOIN_SPAM_07 2.899
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 3.346
+score BITCOIN_VISTA 0.585
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.298
-score BODY_URI_ONLY 0.703
-score BOGUS_MIME_VERSION 2.335
-score BOGUS_MSM_HDRS 2.217
-score CK_HELO_GENERIC 0.249
+score BODY_SINGLE_URI 0.297
+score BODY_URI_ONLY 0.704
+score BOGUS_MIME_VERSION 1.598
+score BOGUS_MSM_HDRS 2.607
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 3.257
+score DATE_IN_FUTURE_Q_PLUS 2.765
score DEAR_BENEFICIARY 3.299
-score DKIMWL_WL_HIGH -0.417
+score DKIMWL_WL_HIGH -0.372
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
+score END_FUTURE_EMAILS 2.500
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 0.050
-score FBI_SPOOF 1.999
+score FBI_MONEY 1.234
+score FBI_SPOOF 0.819
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 1.228
-score FONT_INVIS_POSTEXTRAS 2.978
+score FONT_INVIS_NORDNS 1.233
+score FONT_INVIS_POSTEXTRAS 2.975
score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.254
-score FORM_FRAUD_5 2.254
+score FORM_FRAUD 1.000
+score FORM_FRAUD_3 0.775
+score FORM_FRAUD_5 3.214
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_BANK_NOAUTH 0.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.343
-score FROM_IN_TO_AND_SUBJ 1.775
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.001
+score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.652
-score FROM_MISSP_EH_MATCH 0.775
+score FROM_MISSP_DYNIP 0.828
+score FROM_MISSP_EH_MATCH 0.773
score FROM_MISSP_FREEMAIL 3.499
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.726
-score FROM_MISSP_REPLYTO 0.739
-score FROM_MISSP_SPF_FAIL 1.026
-score FROM_MISSP_TO_UNDISC 0.949
-score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.272
+score FROM_MISSP_PHISH 0.427
+score FROM_MISSP_REPLYTO 0.567
+score FROM_MISSP_SPF_FAIL 0.853
+score FROM_MISSP_TO_UNDISC 1.285
+score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_XPRIO 0.001
+score FROM_NTLD_REPLY_FREEMAIL 0.959
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 0.455
+score FROM_WSP_TRAIL 0.446
score FSL_BULK_SIG 0.001
-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 2.399
+score FUZZY_AMAZON 2.400
score FUZZY_CLICK_HERE 3.299
-score FUZZY_IMPORTANT 2.087
+score FUZZY_IMPORTANT 2.264
score FUZZY_PRIVACY 2.599
-score FUZZY_SECURITY 2.799
-score FUZZY_WALLET 0.251
+score FUZZY_SECURITY 2.900
+score FUZZY_WALLET 0.591
score GB_BITCOIN_CP 2.999
score GB_CUSTOM_HTM_URI 0.001
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 4.802
-score GOOG_MALWARE_DNLD 3.491
+score GB_HASHBL_BTC 4.999
+score GOOG_MALWARE_DNLD 3.494
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.024
+score GOOG_STO_IMG_HTML 2.036
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 1.297
+score HELO_NO_DOMAIN 1.188
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.901
+score HK_NAME_FM_MR_MRS 0.905
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_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HK_WIN 0.823
-score HOSTED_IMG_DIRECT_MX 2.593
-score HOSTED_IMG_FREEM 1.048
+score HK_WIN 0.451
+score HOSTED_IMG_DIRECT_MX 3.108
+score HOSTED_IMG_FREEM 1.046
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.001 # force non-zero
+score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.105
-score HTML_SINGLET_MANY 2.359
+score HTML_OFF_PAGE 2.269
+score HTML_SINGLET_MANY 2.361
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 0.054
-score HTML_TEXT_INVISIBLE_STYLE 1.064
-score IMG_ONLY_FM_DOM_INFO 2.500
+score HTML_TEXT_INVISIBLE_FONT 0.052
+score HTML_TEXT_INVISIBLE_STYLE 1.073
+score IMG_ONLY_FM_DOM_INFO 2.499
score KHOP_HELO_FCRDNS 0.001
-score LIST_PARTIAL_SHORT_MSG 1.542
+score LIST_PARTIAL_SHORT_MSG 1.541
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.146
-score LONG_IMG_URI 1.102
-score LONG_INVISIBLE_TEXT 2.096
+score LONG_HEX_URI 2.141
+score LONG_IMG_URI 1.104
+score LONG_INVISIBLE_TEXT 2.092
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001 # force non-zero
+score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.329
-score MALWARE_NORDNS 0.824
+score MALFORMED_FREEMAIL 1.327
+score MALWARE_NORDNS 0.665
score MANY_SUBDOM 3.099
-score MAY_BE_FORGED 2.199
+score MAY_BE_FORGED 2.299
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.589
-score MIMEOLE_DIRECT_TO_MX 0.464
+score MILLION_USD 1.590
+score MIMEOLE_DIRECT_TO_MX 1.080
score MIME_NO_TEXT 1.999
score MIXED_ES 1.899
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 1.565
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 1.658
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 1.086
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 2.198
+score MONEY_NOHTML 2.500
+score MSGID_HDR_MALF 3.500
+score MSGID_NOFQDN1 2.199
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.399
-score NORDNS_LOW_CONTRAST 1.435
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NICE_REPLY_A -2.360
+score NORDNS_LOW_CONTRAST 1.432
+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 1.599
score PDS_BAD_THREAD_QP_64 0.001
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.593
+score PDS_BTC_MSGID 0.262
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.718
-score PDS_FROM_NAME_TO_DOMAIN 0.535
+score PDS_FRNOM_TODOM_NAKED_TO 0.782
+score PDS_FROM_NAME_TO_DOMAIN 0.287
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.499
+score PDS_PHP_EVAL 1.351
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.731
+score RATWARE_NO_RDNS 2.635
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 2.219
+score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
+score RCVD_IN_MSPIKE_H2 -0.001
+score REPTO_419_FRAUD_GM 2.227
score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.599
-score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BOGUS_CTE_1 3.741
-score SCC_CANSPAM_1 2.481
+score SCC_BOGUS_CTE_1 3.945
+score SCC_CANSPAM_1 2.077
score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 1.767
+score SCC_CTMPP 0.731
score SCC_ISEMM_LID_1B 1.499
score SCC_SPAMMER_ADDR_2 3.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.740
-score SHORT_IMG_SUSP_NTLD 0.118
+score SHORTENER_SHORT_IMG 1.769
+score SHORT_IMG_SUSP_NTLD 1.300
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.265
+score STATIC_XPRIO_OLE 1.266
score STY_INVIS_DIRECT 0.753
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 2.289
+score SUSP_UTF8_WORD_COMBO 2.124
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.391
-score SUSP_UTF8_WORD_SUBJ 0.792
-score TEQF_USR_POLITE 1.994
-score THIS_AD 1.118
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score SUSP_UTF8_WORD_MANY 0.544
+score SUSP_UTF8_WORD_SUBJ 0.798
+score TEQF_USR_POLITE 1.993
+score THIS_AD 1.124
+score THIS_IS_ADV_SUSP_NTLD 0.584
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 1.345
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.069
+score TO_NAME_SUBJ_NO_RDNS 2.102
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.783
+score TO_NO_BRKTS_HTML_IMG 1.790
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.417
-score TO_NO_BRKTS_NORDNS_HTML 1.268
-score TO_NO_BRKTS_PCNT 2.396
-score TVD_DOLLARS_US 1.758
-score TVD_FROM_1 1.000
-score TVD_PH_7 2.399
-score TVD_SPACE_ENCODED 1.261
+score TO_NO_BRKTS_MSFT 1.423
+score TO_NO_BRKTS_NORDNS_HTML 1.445
+score TO_NO_BRKTS_PCNT 2.398
+score TVD_DOLLARS_US 1.604
+score TVD_FROM_1 0.999
+score TVD_PH_7 2.499
+score TVD_SPACE_ENCODED 1.265
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.899
-score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ASC 2.500
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_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.199
+score URI_IMG_CWINDOWSNET 3.203
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.903
+score URI_PHISH 2.896
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
+score URI_WP_HACKED_2 2.500
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.383
-score VISTA_COST 1.636
-score VISTA_TONOM_EQ_TOLOC 0.386
-score WORD_INVIS 1.893
+score VFY_ACCT_NORDNS 2.124
+score VISTA_COST 1.794
+score VISTA_TONOM_EQ_TOLOC 0.358
+score WORD_INVIS 1.898
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 2.888
+score XM_RECPTID 2.961
score XPRIO 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.417
+score YOU_INHERIT 1.951
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=1916456&r1=1916455&r2=1916456&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Mar 21 02:50:34 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 506618 62.969% (99.410% of non-spam corpus)
-# Correctly spam: 214999 26.723% (72.898% of spam corpus)
-# False positives: 3006 0.374% (0.590% of nonspam, 54156 weighted)
-# False negatives: 79934 9.935% (27.102% of spam, 149986 weighted)
+# Correctly non-spam: 507560 62.873% (99.405% of non-spam corpus)
+# Correctly spam: 217640 26.960% (73.358% of spam corpus)
+# False positives: 3038 0.376% (0.595% of nonspam, 55057 weighted)
+# False negatives: 79041 9.791% (26.642% of spam, 149400 weighted)
# Average score for spam: 7.4 nonspam: 0.4
# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 804557 100.00%
+# TOTAL: 807279 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63301 99.45%
-# Correctly spam: 26685 72.50%
-# False positives: 347 0.55%
-# False negatives: 10124 27.50%
-# TCR(l=50): 1.339776 SpamRecall: 72.496% SpamPrec: 98.716%
+# Correctly non-spam: 63370 99.36%
+# Correctly spam: 27167 73.40%
+# False positives: 405 0.64%
+# False negatives: 9843 26.60%
+# TCR(l=50): 1.229854 SpamRecall: 73.404% SpamPrec: 98.531%
##### 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: 500790 98.27%
-# Correctly spam: 129808 44.01%
-# False positives: 8834 1.73%
-# False negatives: 165125 55.99%
-# TCR(l=50): 0.486026 SpamRecall: 44.013% SpamPrec: 93.628%
+# Correctly non-spam: 501707 98.26%
+# Correctly spam: 130027 43.83%
+# False positives: 8891 1.74%
+# False negatives: 166654 56.17%
+# TCR(l=50): 0.485404 SpamRecall: 43.827% SpamPrec: 93.600%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62580 98.32%
-# Correctly spam: 16158 43.90%
-# False positives: 1068 1.68%
-# False negatives: 20651 56.10%
-# TCR(l=50): 0.497076 SpamRecall: 43.897% SpamPrec: 93.800%
+# Correctly non-spam: 62634 98.21%
+# Correctly spam: 16248 43.90%
+# False positives: 1141 1.79%
+# False negatives: 20762 56.10%
+# TCR(l=50): 0.475634 SpamRecall: 43.902% SpamPrec: 93.438%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916456&r1=1916455&r2=1916456&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Mar 21 02:50:34 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 505194 63.878% (99.571% of non-spam corpus)
-# Correctly spam: 227869 28.812% (80.375% of spam corpus)
-# False positives: 2178 0.275% (0.429% of nonspam, 89140 weighted)
-# False negatives: 55638 7.035% (19.625% of spam, 100527 weighted)
-# Average score for spam: 12.2 nonspam: -1.0
-# Average for false-pos: 7.3 false-neg: 1.8
-# TOTAL: 790879 100.00%
+# Correctly non-spam: 505113 63.868% (99.555% of non-spam corpus)
+# Correctly spam: 227706 28.792% (80.318% of spam corpus)
+# False positives: 2259 0.286% (0.445% of nonspam, 91326 weighted)
+# False negatives: 55798 7.055% (19.682% of spam, 100765 weighted)
+# Average score for spam: 12.2 nonspam: -1.1
+# Average for false-pos: 7.2 false-neg: 1.8
+# TOTAL: 790876 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 63087 99.56%
-# Correctly spam: 28378 80.04%
+# Correctly spam: 28449 80.24%
# False positives: 278 0.44%
-# False negatives: 7078 19.96%
-# TCR(l=50): 1.690152 SpamRecall: 80.037% SpamPrec: 99.030%
+# False negatives: 7007 19.76%
+# TCR(l=50): 1.695891 SpamRecall: 80.237% SpamPrec: 99.032%
##### 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: 505523 99.64%
-# Correctly spam: 143162 50.50%
+# Correctly spam: 143071 50.47%
# False positives: 1849 0.36%
-# False negatives: 140345 49.50%
-# TCR(l=50): 1.217840 SpamRecall: 50.497% SpamPrec: 98.725%
+# False negatives: 140433 49.53%
+# TCR(l=50): 1.217367 SpamRecall: 50.465% SpamPrec: 98.724%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 63123 99.62%
-# Correctly spam: 17828 50.28%
+# Correctly spam: 17909 50.51%
# False positives: 242 0.38%
-# False negatives: 17628 49.72%
-# TCR(l=50): 1.192680 SpamRecall: 50.282% SpamPrec: 98.661%
+# False negatives: 17547 49.49%
+# TCR(l=50): 1.195939 SpamRecall: 50.510% SpamPrec: 98.667%