Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916377&r1=1916376&r2=1916377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Mar 18 02:49:23 2024
@@ -1,240 +1,245 @@
-# Using score set 0 logs for revision 1916330 from:
-# ham-ena-week0.r1916330.log ham-ena-week1.r1916330.log ham-ena-week2.r1916330.log ham-ena-week3.r1916330.log ham-ena-week4.r1916330.log ham-giovanni-ham.r1916330.log ham-giovanni-spammy.r1916330.log ham-giovanni-spam.r1916330.log ham-grenier.r1916330.log ham-hege.r1916330.log ham-jhardin.r1916330.log ham-llanga.r1916330.log ham-mmiroslaw-mails-ham.r1916330.log ham-mmiroslaw-mails-spam.r1916330.log ham-spamsponge.r1916330.log ham-tsz-corpus.r1916330.log ham-whyscream.r1916330.log spam-ena-week0.r1916330.log spam-ena-week1.r1916330.log spam-ena-week2.r1916330.log spam-ena-week3.r1916330.log spam-ena-week4.r1916330.log spam-giovanni-ham.r1916330.log spam-giovanni-spammy.r1916330.log spam-giovanni-spam.r1916330.log spam-grenier.r1916330.log spam-hege.r1916330.log spam-jhardin.r1916330.log spam-llanga.r1916330.log spam-mmiroslaw-mails-ham.r1916330.log spam-mmiroslaw-mails-spam.r1916330.log spam-spamsponge.r1916330.log spam-tsz-corpus.r1916330.log spam-whyscream.r1916330.log
+# Using score set 0 logs for revision 1916365 from:
+# ham-ena-week0.r1916365.log ham-ena-week1.r1916365.log ham-ena-week2.r1916365.log ham-ena-week4.r1916365.log ham-giovanni-ham.r1916365.log ham-giovanni-spammy.r1916365.log ham-giovanni-spam.r1916365.log ham-grenier.r1916365.log ham-hege.r1916365.log ham-jhardin.r1916365.log ham-llanga.r1916365.log ham-mmiroslaw-mails-ham.r1916365.log ham-mmiroslaw-mails-spam.r1916365.log ham-spamsponge.r1916365.log ham-tsz-corpus.r1916365.log ham-whyscream.r1916365.log spam-ena-week0.r1916365.log spam-ena-week1.r1916365.log spam-ena-week2.r1916365.log spam-ena-week4.r1916365.log spam-giovanni-ham.r1916365.log spam-giovanni-spammy.r1916365.log spam-giovanni-spam.r1916365.log spam-grenier.r1916365.log spam-hege.r1916365.log spam-jhardin.r1916365.log spam-llanga.r1916365.log spam-mmiroslaw-mails-ham.r1916365.log spam-mmiroslaw-mails-spam.r1916365.log spam-spamsponge.r1916365.log spam-tsz-corpus.r1916365.log spam-whyscream.r1916365.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.500
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 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.279
+score AC_POST_EXTRAS 0.001 # force non-zero
+score ADMITS_SPAM 3.200
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.299
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.500
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.966
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.448
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.135
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.228
+score ADVANCE_FEE_4_NEW 2.498
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.925
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.567
-score AD_PREFS 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.500
+score AD_PREFS 0.297
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 # force non-zero
-score BITCOIN_DEADLINE 2.629
-score BITCOIN_EXTORT_01 2.104
-score BITCOIN_MALWARE 2.940
-score BITCOIN_ONAN 2.813
+score AXB_X_FF_SEZ_S 3.299
+score BIGNUM_EMAILS_FREEM 0.001
+score BITCOIN_DEADLINE 2.461
+score BITCOIN_EXTORT_01 2.105
+score BITCOIN_MALWARE 3.281
+score BITCOIN_ONAN 1.847
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 3.499
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_07 2.108
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 2.499
-score BODY_URI_ONLY 1.851
-score BOGUS_MIME_VERSION 3.500
-score BOGUS_MSM_HDRS 2.088
+score BODY_URI_ONLY 2.999
+score BOGUS_MIME_VERSION 3.499
+score BOGUS_MSM_HDRS 0.108
score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 3.899
-score DEAR_BENEFICIARY 3.299
+score DATE_IN_FUTURE_Q_PLUS 3.799
+score DEAR_BENEFICIARY 3.399
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.712
-score FBI_SPOOF 1.883
-score FILL_THIS_FORM 0.486
+score FBI_MONEY 0.251
+score FBI_SPOOF 1.393
+score FILL_THIS_FORM 0.487
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.001 # force non-zero
-score FONT_INVIS_POSTEXTRAS 2.655
+score FONT_INVIS_NORDNS 0.001
+score FONT_INVIS_POSTEXTRAS 2.652
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.030
-score FORM_FRAUD_5 3.050
+score FORM_FRAUD_3 1.474
+score FORM_FRAUD_5 3.699
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_IN_TO_AND_SUBJ 2.199
-score FROM_MISSPACED 2.000
-score FROM_MISSP_DYNIP 1.660
-score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 1.658
+score FROM_MISSP_EH_MATCH 1.690
score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.499
-score FROM_MISSP_REPLYTO 2.500
-score FROM_MISSP_TO_UNDISC 0.986
+score FROM_MISSP_PHISH 2.179
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_TO_UNDISC 1.376
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.485
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_NTLD_REPLY_FREEMAIL 1.736
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL2 2.399
-score FROM_WSP_TRAIL 1.402
+score FROM_UNBAL2 2.299
+score FROM_WSP_TRAIL 1.503
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.399
-score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 0.931
+score FUZZY_CLICK_HERE 3.400
+score FUZZY_IMPORTANT 0.730
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 1.500
-score GB_FAKE_RF_SHORT 1.941
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_MALWARE_DNLD 3.887
-score GOOG_REDIR_HTML_ONLY 2.000
+score GB_CUSTOM_HTM_URI 1.040
+score GB_FAKE_RF_SHORT 1.940
+score GB_FREEMAIL_DISPTO 0.001
+score GOOG_MALWARE_DNLD 4.894
+score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 2.500
-score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.604
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.149
+score GOOG_STO_IMG_HTML 2.504
+score GOOG_STO_NOIMG_HTML 2.999
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.150
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.052
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 2.188
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.315
+score HK_LOTTO 1.000
+score HK_NAME_FM_MR_MRS 1.231
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.319
-score HK_WIN 0.001
+score HK_SCAM 0.100
+score HK_WIN 0.485
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.362
+score HOSTED_IMG_FREEM 1.387
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.200
-score HTML_TEXT_INVISIBLE_FONT 1.192
-score HTML_TEXT_INVISIBLE_STYLE 0.503
+score HTML_TAG_BALANCE_CENTER 3.099
+score HTML_TEXT_INVISIBLE_FONT 1.351
+score HTML_TEXT_INVISIBLE_STYLE 0.495
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.400
-score LIST_PARTIAL_SHORT_MSG 2.500
+score KHOP_HELO_FCRDNS 0.399
+score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.320
-score LONG_INVISIBLE_TEXT 1.782
-score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001 # force non-zero
+score LONG_IMG_URI 1.322
+score LONG_INVISIBLE_TEXT 1.785
+score LOTS_OF_MONEY 0.009
+score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.713
-score MALWARE_NORDNS 2.045
-score MANY_SUBDOM 3.099
-score MAY_BE_FORGED 1.999
+score MALFORMED_FREEMAIL 1.639
+score MALWARE_NORDNS 1.034
+score MANY_SUBDOM 3.199
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.470
+score MILLION_USD 0.592
score MIMEOLE_DIRECT_TO_MX 1.999
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 # force non-zero
-score MONEY_FORM_SHORT 0.880
-score MONEY_FRAUD_3 2.422
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 0.882
+score MONEY_FRAUD_3 2.655
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.423
-score MONEY_FROM_MISSP 0.001
+score MONEY_FROM_41 1.999
+score MONEY_FROM_MISSP 0.001 # force non-zero
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.001
+score MSGID_NOFQDN1 0.501
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.928
+score NICE_REPLY_A -4.182
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
+score PDS_BAD_THREAD_QP_64 1.000
+score PDS_BRAND_SUBJ_NAKED_TO 1.000
+score PDS_BTC_ID 0.500
+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 0.452
-score PDS_FROM_NAME_TO_DOMAIN 1.947
-score PDS_HP_HELO_NORDNS 1.000
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 0.717
+score PDS_FROM_2_EMAILS 0.354
+score PDS_FROM_NAME_TO_DOMAIN 1.682
+score PDS_HP_HELO_NORDNS 0.999
score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.191
-score REPTO_419_FRAUD_GM 2.999
+score RATWARE_NO_RDNS 0.166
+score REPTO_419_FRAUD_GM 1.153
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.599
-score SCC_BODY_SINGLE_WORD 0.801
-score SCC_BOGUS_CTE_1 1.873
-score SCC_CANSPAM_1 3.202
+score RISK_FREE 2.700
+score SCC_BODY_SINGLE_WORD 0.391
+score SCC_BOGUS_CTE_1 2.407
+score SCC_CANSPAM_1 3.230
score SCC_CANSPAM_2 4.199
-score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.213
+score SCC_ISEMM_LID_1B 1.500
+score SCC_SPAMMER_ADDR_2 3.267
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
+score SHORT_IMG_SUSP_NTLD 1.202
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.601
+score SPOOFED_FREEMAIL_NO_RDNS 0.366
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.420
+score STATIC_XPRIO_OLE 1.010
score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.703
+score SUSP_UTF8_WORD_COMBO 1.869
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.043
-score SUSP_UTF8_WORD_SUBJ 1.752
-score THIS_AD 1.942
-score THIS_IS_ADV_SUSP_NTLD 0.839
+score SUSP_UTF8_WORD_MANY 1.579
+score SUSP_UTF8_WORD_SUBJ 1.300
+score TEQF_USR_POLITE 1.999
+score THIS_AD 1.932
+score THIS_IS_ADV_SUSP_NTLD 1.101
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.681
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.891
+score TO_NO_BRKTS_FROM_MSSP 2.500
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.750
+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 2.500
-score TVD_SPACE_RATIO_MINFP 1.601
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.899
+score TVD_DOLLARS_US 0.053
+score TVD_FROM_1 0.999
+score TVD_PH_7 2.499
+score TVD_SPACE_ENCODED 2.499
+score TVD_SPACE_RATIO_MINFP 1.602
+score UNDISC_FREEM 2.799
+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_GOOGLE_PROXY 2.200
+score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
+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 3.136
-score URI_ONLY_MSGID_MALF 1.538
-score URI_PHISH 4.000
-score URI_TRY_3LD 1.999
+score URI_ONLY_MSGID_MALF 0.001
+score URI_PHISH 3.999
+score URI_TRY_3LD 2.000
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.040
-score VISTA_COST 0.506
+score VFY_ACCT_NORDNS 2.077
+score VISTA_COST 0.502
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.582
+score WORD_INVIS 1.583
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.238
+score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.500
score XM_RECPTID 2.999
-score XPRIO 0.507
+score XPRIO 0.503
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.581
+score YOU_INHERIT 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -362,7 +367,6 @@ score SCC_ISEMM_LID_1 1.0
score SCC_ISEMM_LID_1A 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
-score SHORT_IMG_SUSP_NTLD 1.000
score SHY_OBFU_EXPIRE 1.000
score SHY_OBFU_PASSWORD 1.000
score SPAM_CWINDOWSNET 1.000
@@ -380,7 +384,6 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
-score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
score URI_HEX_IP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916377&r1=1916376&r2=1916377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Mar 18 02:49:23 2024
@@ -1,91 +1,91 @@
# 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 2.998
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
-score AC_HTML_NONSENSE_TAGS 2.000
-score AC_POST_EXTRAS 0.819
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.815
score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.300
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.448
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.259
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.193
+score ADVANCE_FEE_3_NEW 3.267
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.620
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.499
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.250
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.604
-score AD_PREFS 0.331
+score ADVANCE_FEE_5_NEW_MONEY 0.745
+score AD_PREFS 0.429
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 1.884
-score BITCOIN_EXTORT_01 2.002
-score BITCOIN_MALWARE 2.429
-score BITCOIN_ONAN 2.079
-score BITCOIN_SPAM_02 1.051
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_05 1.571
-score BITCOIN_SPAM_07 2.134
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_DEADLINE 1.796
+score BITCOIN_EXTORT_01 2.004
+score BITCOIN_MALWARE 3.045
+score BITCOIN_ONAN 2.830
+score BITCOIN_SPAM_02 0.220
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 1.200
+score BITCOIN_SPAM_07 3.200
+score BITCOIN_SPAM_09 1.500
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 2.429
+score BITCOIN_VISTA 2.571
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.298
-score BODY_URI_ONLY 0.704
-score BOGUS_MIME_VERSION 2.365
-score BOGUS_MSM_HDRS 1.745
+score BODY_SINGLE_URI 0.292
+score BODY_URI_ONLY 0.703
+score BOGUS_MIME_VERSION 1.297
+score BOGUS_MSM_HDRS 0.044
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 3.014
+score DATE_IN_FUTURE_Q_PLUS 3.360
score DEAR_BENEFICIARY 3.299
-score DKIMWL_WL_HIGH -0.316
+score DKIMWL_WL_HIGH -0.374
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 FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 0.832
+score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score FBI_MONEY 1.131
score FBI_SPOOF 1.999
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 1.236
-score FONT_INVIS_POSTEXTRAS 2.971
-score FORGED_SPF_HELO 1.900
+score FONT_INVIS_POSTEXTRAS 2.976
+score FORGED_SPF_HELO 1.899
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.412
-score FORM_FRAUD_5 3.111
+score FORM_FRAUD_3 1.874
+score FORM_FRAUD_5 2.920
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 -0.346
-score FROM_IN_TO_AND_SUBJ 1.790
+score FROM_FMBLA_NEWDOM14 1.000
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.999
+score FROM_IN_TO_AND_SUBJ 1.602
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.584
-score FROM_MISSP_EH_MATCH 0.765
+score FROM_MISSP_DYNIP 0.540
+score FROM_MISSP_EH_MATCH 0.772
score FROM_MISSP_FREEMAIL 3.499
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.043
-score FROM_MISSP_REPLYTO 0.808
-score FROM_MISSP_SPF_FAIL 1.250
-score FROM_MISSP_TO_UNDISC 1.464
+score FROM_MISSP_PHISH 1.376
+score FROM_MISSP_REPLYTO 0.853
+score FROM_MISSP_SPF_FAIL 1.074
+score FROM_MISSP_TO_UNDISC 2.007
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 0.260
+score FROM_NTLD_REPLY_FREEMAIL 0.813
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
@@ -96,177 +96,175 @@ score FSL_CTYPE_WIN1251 0.0
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.399
score FUZZY_CLICK_HERE 3.299
-score FUZZY_IMPORTANT 2.130
-score FUZZY_PRIVACY 2.600
+score FUZZY_IMPORTANT 2.135
+score FUZZY_PRIVACY 2.599
score FUZZY_SECURITY 2.799
-score FUZZY_WALLET 0.252
+score FUZZY_WALLET 0.257
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
-score GB_HASHBL_BTC 4.816
-score GOOG_MALWARE_DNLD 3.498
+score GB_HASHBL_BTC 4.532
+score GOOG_MALWARE_DNLD 3.495
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.027
+score GOOG_STO_IMG_HTML 2.024
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.500
+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 0.937
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 1.296
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.911
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 0.001
+score HK_NAME_FM_MR_MRS 0.900
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.001 # force non-zero
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HK_WIN 0.558
-score HOSTED_IMG_DIRECT_MX 2.729
-score HOSTED_IMG_FREEM 1.046
+score HK_WIN 0.640
+score HOSTED_IMG_DIRECT_MX 2.329
+score HOSTED_IMG_FREEM 1.049
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.366
-score HTML_SINGLET_MANY 2.369
+score HTML_OFF_PAGE 2.634
+score HTML_SINGLET_MANY 2.360
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 0.053
-score HTML_TEXT_INVISIBLE_STYLE 1.067
+score HTML_TEXT_INVISIBLE_FONT 0.050
+score HTML_TEXT_INVISIBLE_STYLE 1.071
score IMG_ONLY_FM_DOM_INFO 2.499
score KHOP_HELO_FCRDNS 0.001
-score LIST_PARTIAL_SHORT_MSG 1.538
+score LIST_PARTIAL_SHORT_MSG 1.554
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.151
-score LONG_IMG_URI 1.105
+score LONG_HEX_URI 2.167
+score LONG_IMG_URI 1.099
score LONG_INVISIBLE_TEXT 2.096
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.333
-score MALWARE_NORDNS 1.530
-score MANY_SUBDOM 3.099
-score MAY_BE_FORGED 2.199
-score MILLION_HUNDRED 0.001
+score MALFORMED_FREEMAIL 1.330
+score MALWARE_NORDNS 1.963
+score MANY_SUBDOM 3.100
+score MILLION_HUNDRED 0.001 # force non-zero
score MILLION_USD 1.590
-score MIMEOLE_DIRECT_TO_MX 0.911
+score MIMEOLE_DIRECT_TO_MX 0.855
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 # force non-zero
+score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.606
+score MONEY_FRAUD_3 2.343
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.090
-score MONEY_FROM_41 2.000
+score MONEY_FREEMAIL_REPTO 1.091
+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 MSGID_NOFQDN1 2.194
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.944
-score NORDNS_LOW_CONTRAST 1.424
+score NICE_REPLY_A -0.684
+score NORDNS_LOW_CONTRAST 1.426
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 0.001 # force non-zero
-score OBFU_TEXT_ATTACH 1.594
+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 0.215
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.033
-score PDS_FRNOM_TODOM_NAKED_TO 0.881
-score PDS_FROM_2_EMAILS 1.756
-score PDS_FROM_NAME_TO_DOMAIN 0.095
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.001
+score PDS_FROM_2_EMAILS 1.750
+score PDS_FROM_NAME_TO_DOMAIN 1.151
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.458
+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 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.743
-score RCVD_IN_IADB_COURT -0.001 # force non-zero
+score RATWARE_NO_RDNS 2.343
+score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score REPTO_419_FRAUD_GM 1.867
+score REPTO_419_FRAUD_GM 2.769
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.599
+score RISK_FREE 2.600
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BOGUS_CTE_1 3.755
-score SCC_CANSPAM_1 1.342
+score SCC_BOGUS_CTE_1 3.999
+score SCC_CANSPAM_1 2.490
score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 0.872
+score SCC_CTMPP 1.214
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.499
+score SCC_SPAMMER_ADDR_2 3.500
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.754
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORTENER_SHORT_IMG 1.752
+score SHORT_IMG_SUSP_NTLD 1.259
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 1.260
-score STY_INVIS_DIRECT 0.754
-score SUBJ_ATTENTION 0.500
-score SUSP_UTF8_WORD_COMBO 2.218
+score STATIC_XPRIO_OLE 1.263
+score STY_INVIS_DIRECT 0.753
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_COMBO 2.309
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.459
-score SUSP_UTF8_WORD_SUBJ 0.793
-score TEQF_USR_POLITE 1.989
-score THIS_AD 1.114
-score THIS_IS_ADV_SUSP_NTLD 1.207
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score SUSP_UTF8_WORD_MANY 0.353
+score SUSP_UTF8_WORD_SUBJ 0.803
+score TEQF_USR_POLITE 1.992
+score THIS_AD 1.116
+score THIS_IS_ADV_SUSP_NTLD 0.597
+score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 1.596
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 1.920
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 1.979
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.791
+score TO_NO_BRKTS_HTML_IMG 1.793
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.420
-score TO_NO_BRKTS_NORDNS_HTML 1.513
-score TO_NO_BRKTS_PCNT 2.399
+score TO_NO_BRKTS_MSFT 1.423
+score TO_NO_BRKTS_NORDNS_HTML 1.370
+score TO_NO_BRKTS_PCNT 2.400
score TRANSFORM_LIFE 2.499
-score TVD_DOLLARS_US 1.554
+score TVD_DOLLARS_US 1.551
score TVD_FROM_1 0.999
score TVD_PH_7 2.399
-score TVD_SPACE_ENCODED 1.261
+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_ZW_MANY 0.001 # force non-zero
+score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
score URI_CLOUDFLAREIPFS 2.499
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.188
+score URI_IMG_CWINDOWSNET 3.198
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.901
+score URI_PHISH 2.906
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 2.334
-score VISTA_COST 2.494
-score VISTA_TONOM_EQ_TOLOC 0.388
-score WORD_INVIS 1.898
+score VFY_ACCT_NORDNS 2.189
+score VISTA_COST 1.671
+score VISTA_TONOM_EQ_TOLOC 0.385
+score WORD_INVIS 1.897
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 2.630
+score XM_RECPTID 2.626
score XPRIO 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.451
+score YOU_INHERIT 2.456
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=1916377&r1=1916376&r2=1916377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Mar 18 02:49:23 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 500436 64.287% (99.437% of non-spam corpus)
-# Correctly spam: 198193 25.460% (72.025% of spam corpus)
-# False positives: 2834 0.364% (0.563% of nonspam, 47866 weighted)
-# False negatives: 76981 9.889% (27.975% of spam, 142718 weighted)
-# Average score for spam: 7.4 nonspam: 0.5
-# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 778444 100.00%
+# Correctly non-spam: 505076 63.390% (99.422% of non-spam corpus)
+# Correctly spam: 210191 26.380% (72.791% of spam corpus)
+# False positives: 2935 0.368% (0.578% of nonspam, 51190 weighted)
+# False negatives: 78570 9.861% (27.209% of spam, 147493 weighted)
+# Average score for spam: 7.4 nonspam: 0.4
+# Average for false-pos: 6.1 false-neg: 1.9
+# TOTAL: 796772 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62483 99.43%
-# Correctly spam: 24777 72.00%
-# False positives: 358 0.57%
-# False negatives: 9635 28.00%
-# TCR(l=50): 1.249755 SpamRecall: 72.001% SpamPrec: 98.576%
+# Correctly non-spam: 63086 99.43%
+# Correctly spam: 26096 72.29%
+# False positives: 359 0.57%
+# False negatives: 10001 27.71%
+# TCR(l=50): 1.291439 SpamRecall: 72.294% SpamPrec: 98.643%
##### 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: 494684 98.29%
-# Correctly spam: 120705 43.86%
-# False positives: 8586 1.71%
-# False negatives: 154469 56.14%
-# TCR(l=50): 0.471375 SpamRecall: 43.865% SpamPrec: 93.359%
+# Correctly non-spam: 499148 98.26%
+# Correctly spam: 126806 43.91%
+# False positives: 8863 1.74%
+# False negatives: 161955 56.09%
+# TCR(l=50): 0.477208 SpamRecall: 43.914% SpamPrec: 93.467%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61700 98.18%
-# Correctly spam: 15094 43.86%
-# False positives: 1141 1.82%
-# False negatives: 19318 56.14%
-# TCR(l=50): 0.450608 SpamRecall: 43.863% SpamPrec: 92.972%
+# Correctly non-spam: 62329 98.24%
+# Correctly spam: 15971 44.24%
+# False positives: 1116 1.76%
+# False negatives: 20126 55.76%
+# TCR(l=50): 0.475423 SpamRecall: 44.245% SpamPrec: 93.469%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916377&r1=1916376&r2=1916377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Mar 18 02:49:23 2024
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 505192 63.877% (99.570% of non-spam corpus)
-# Correctly spam: 227946 28.822% (80.402% of spam corpus)
-# False positives: 2180 0.276% (0.430% of nonspam, 89157 weighted)
-# False negatives: 55561 7.025% (19.598% of spam, 100232 weighted)
-# Average score for spam: 12.3 nonspam: -1.1
+# Correctly non-spam: 505184 63.876% (99.569% of non-spam corpus)
+# Correctly spam: 227883 28.814% (80.380% of spam corpus)
+# False positives: 2188 0.277% (0.431% of nonspam, 89404 weighted)
+# False negatives: 55624 7.033% (19.620% of spam, 100473 weighted)
+# Average score for spam: 12.2 nonspam: -1.0
# Average for false-pos: 7.3 false-neg: 1.8
# TOTAL: 790879 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63086 99.56%
-# Correctly spam: 28380 80.04%
-# False positives: 279 0.44%
-# False negatives: 7076 19.96%
-# TCR(l=50): 1.686293 SpamRecall: 80.043% SpamPrec: 99.026%
+# Correctly non-spam: 63087 99.56%
+# Correctly spam: 28379 80.04%
+# False positives: 278 0.44%
+# False negatives: 7077 19.96%
+# TCR(l=50): 1.690232 SpamRecall: 80.040% SpamPrec: 99.030%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916377&r1=1916376&r2=1916377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Mar 18 02:49:23 2024
@@ -1,240 +1,245 @@
-# Using score set 0 logs for revision 1916330 from:
-# ham-ena-week0.r1916330.log ham-ena-week1.r1916330.log ham-ena-week2.r1916330.log ham-ena-week3.r1916330.log ham-ena-week4.r1916330.log ham-giovanni-ham.r1916330.log ham-giovanni-spammy.r1916330.log ham-giovanni-spam.r1916330.log ham-grenier.r1916330.log ham-hege.r1916330.log ham-jhardin.r1916330.log ham-llanga.r1916330.log ham-mmiroslaw-mails-ham.r1916330.log ham-mmiroslaw-mails-spam.r1916330.log ham-spamsponge.r1916330.log ham-tsz-corpus.r1916330.log ham-whyscream.r1916330.log spam-ena-week0.r1916330.log spam-ena-week1.r1916330.log spam-ena-week2.r1916330.log spam-ena-week3.r1916330.log spam-ena-week4.r1916330.log spam-giovanni-ham.r1916330.log spam-giovanni-spammy.r1916330.log spam-giovanni-spam.r1916330.log spam-grenier.r1916330.log spam-hege.r1916330.log spam-jhardin.r1916330.log spam-llanga.r1916330.log spam-mmiroslaw-mails-ham.r1916330.log spam-mmiroslaw-mails-spam.r1916330.log spam-spamsponge.r1916330.log spam-tsz-corpus.r1916330.log spam-whyscream.r1916330.log
+# Using score set 0 logs for revision 1916365 from:
+# ham-ena-week0.r1916365.log ham-ena-week1.r1916365.log ham-ena-week2.r1916365.log ham-ena-week4.r1916365.log ham-giovanni-ham.r1916365.log ham-giovanni-spammy.r1916365.log ham-giovanni-spam.r1916365.log ham-grenier.r1916365.log ham-hege.r1916365.log ham-jhardin.r1916365.log ham-llanga.r1916365.log ham-mmiroslaw-mails-ham.r1916365.log ham-mmiroslaw-mails-spam.r1916365.log ham-spamsponge.r1916365.log ham-tsz-corpus.r1916365.log ham-whyscream.r1916365.log spam-ena-week0.r1916365.log spam-ena-week1.r1916365.log spam-ena-week2.r1916365.log spam-ena-week4.r1916365.log spam-giovanni-ham.r1916365.log spam-giovanni-spammy.r1916365.log spam-giovanni-spam.r1916365.log spam-grenier.r1916365.log spam-hege.r1916365.log spam-jhardin.r1916365.log spam-llanga.r1916365.log spam-mmiroslaw-mails-ham.r1916365.log spam-mmiroslaw-mails-spam.r1916365.log spam-spamsponge.r1916365.log spam-tsz-corpus.r1916365.log spam-whyscream.r1916365.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.500
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 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.279
+score AC_POST_EXTRAS 0.001 # force non-zero
+score ADMITS_SPAM 3.200
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.299
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.500
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.966
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.448
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.135
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.228
+score ADVANCE_FEE_4_NEW 2.498
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.925
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.567
-score AD_PREFS 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.500
+score AD_PREFS 0.297
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 # force non-zero
-score BITCOIN_DEADLINE 2.629
-score BITCOIN_EXTORT_01 2.104
-score BITCOIN_MALWARE 2.940
-score BITCOIN_ONAN 2.813
+score AXB_X_FF_SEZ_S 3.299
+score BIGNUM_EMAILS_FREEM 0.001
+score BITCOIN_DEADLINE 2.461
+score BITCOIN_EXTORT_01 2.105
+score BITCOIN_MALWARE 3.281
+score BITCOIN_ONAN 1.847
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 3.499
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_07 2.108
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 2.499
-score BODY_URI_ONLY 1.851
-score BOGUS_MIME_VERSION 3.500
-score BOGUS_MSM_HDRS 2.088
+score BODY_URI_ONLY 2.999
+score BOGUS_MIME_VERSION 3.499
+score BOGUS_MSM_HDRS 0.108
score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 3.899
-score DEAR_BENEFICIARY 3.299
+score DATE_IN_FUTURE_Q_PLUS 3.799
+score DEAR_BENEFICIARY 3.399
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.712
-score FBI_SPOOF 1.883
-score FILL_THIS_FORM 0.486
+score FBI_MONEY 0.251
+score FBI_SPOOF 1.393
+score FILL_THIS_FORM 0.487
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.001 # force non-zero
-score FONT_INVIS_POSTEXTRAS 2.655
+score FONT_INVIS_NORDNS 0.001
+score FONT_INVIS_POSTEXTRAS 2.652
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.030
-score FORM_FRAUD_5 3.050
+score FORM_FRAUD_3 1.474
+score FORM_FRAUD_5 3.699
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_IN_TO_AND_SUBJ 2.199
-score FROM_MISSPACED 2.000
-score FROM_MISSP_DYNIP 1.660
-score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 1.658
+score FROM_MISSP_EH_MATCH 1.690
score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.499
-score FROM_MISSP_REPLYTO 2.500
-score FROM_MISSP_TO_UNDISC 0.986
+score FROM_MISSP_PHISH 2.179
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_TO_UNDISC 1.376
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.485
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_NTLD_REPLY_FREEMAIL 1.736
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL2 2.399
-score FROM_WSP_TRAIL 1.402
+score FROM_UNBAL2 2.299
+score FROM_WSP_TRAIL 1.503
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.399
-score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 0.931
+score FUZZY_CLICK_HERE 3.400
+score FUZZY_IMPORTANT 0.730
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 1.500
-score GB_FAKE_RF_SHORT 1.941
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_MALWARE_DNLD 3.887
-score GOOG_REDIR_HTML_ONLY 2.000
+score GB_CUSTOM_HTM_URI 1.040
+score GB_FAKE_RF_SHORT 1.940
+score GB_FREEMAIL_DISPTO 0.001
+score GOOG_MALWARE_DNLD 4.894
+score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 2.500
-score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.604
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.149
+score GOOG_STO_IMG_HTML 2.504
+score GOOG_STO_NOIMG_HTML 2.999
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.150
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.052
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 2.188
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.315
+score HK_LOTTO 1.000
+score HK_NAME_FM_MR_MRS 1.231
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.319
-score HK_WIN 0.001
+score HK_SCAM 0.100
+score HK_WIN 0.485
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.362
+score HOSTED_IMG_FREEM 1.387
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.200
-score HTML_TEXT_INVISIBLE_FONT 1.192
-score HTML_TEXT_INVISIBLE_STYLE 0.503
+score HTML_TAG_BALANCE_CENTER 3.099
+score HTML_TEXT_INVISIBLE_FONT 1.351
+score HTML_TEXT_INVISIBLE_STYLE 0.495
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.400
-score LIST_PARTIAL_SHORT_MSG 2.500
+score KHOP_HELO_FCRDNS 0.399
+score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.320
-score LONG_INVISIBLE_TEXT 1.782
-score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001 # force non-zero
+score LONG_IMG_URI 1.322
+score LONG_INVISIBLE_TEXT 1.785
+score LOTS_OF_MONEY 0.009
+score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.713
-score MALWARE_NORDNS 2.045
-score MANY_SUBDOM 3.099
-score MAY_BE_FORGED 1.999
+score MALFORMED_FREEMAIL 1.639
+score MALWARE_NORDNS 1.034
+score MANY_SUBDOM 3.199
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.470
+score MILLION_USD 0.592
score MIMEOLE_DIRECT_TO_MX 1.999
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 # force non-zero
-score MONEY_FORM_SHORT 0.880
-score MONEY_FRAUD_3 2.422
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 0.882
+score MONEY_FRAUD_3 2.655
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.423
-score MONEY_FROM_MISSP 0.001
+score MONEY_FROM_41 1.999
+score MONEY_FROM_MISSP 0.001 # force non-zero
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.001
+score MSGID_NOFQDN1 0.501
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.928
+score NICE_REPLY_A -4.182
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
+score PDS_BAD_THREAD_QP_64 1.000
+score PDS_BRAND_SUBJ_NAKED_TO 1.000
+score PDS_BTC_ID 0.500
+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 0.452
-score PDS_FROM_NAME_TO_DOMAIN 1.947
-score PDS_HP_HELO_NORDNS 1.000
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 0.717
+score PDS_FROM_2_EMAILS 0.354
+score PDS_FROM_NAME_TO_DOMAIN 1.682
+score PDS_HP_HELO_NORDNS 0.999
score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.191
-score REPTO_419_FRAUD_GM 2.999
+score RATWARE_NO_RDNS 0.166
+score REPTO_419_FRAUD_GM 1.153
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.599
-score SCC_BODY_SINGLE_WORD 0.801
-score SCC_BOGUS_CTE_1 1.873
-score SCC_CANSPAM_1 3.202
+score RISK_FREE 2.700
+score SCC_BODY_SINGLE_WORD 0.391
+score SCC_BOGUS_CTE_1 2.407
+score SCC_CANSPAM_1 3.230
score SCC_CANSPAM_2 4.199
-score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.213
+score SCC_ISEMM_LID_1B 1.500
+score SCC_SPAMMER_ADDR_2 3.267
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
+score SHORT_IMG_SUSP_NTLD 1.202
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.601
+score SPOOFED_FREEMAIL_NO_RDNS 0.366
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.420
+score STATIC_XPRIO_OLE 1.010
score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.703
+score SUSP_UTF8_WORD_COMBO 1.869
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.043
-score SUSP_UTF8_WORD_SUBJ 1.752
-score THIS_AD 1.942
-score THIS_IS_ADV_SUSP_NTLD 0.839
+score SUSP_UTF8_WORD_MANY 1.579
+score SUSP_UTF8_WORD_SUBJ 1.300
+score TEQF_USR_POLITE 1.999
+score THIS_AD 1.932
+score THIS_IS_ADV_SUSP_NTLD 1.101
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.681
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.891
+score TO_NO_BRKTS_FROM_MSSP 2.500
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.750
+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 2.500
-score TVD_SPACE_RATIO_MINFP 1.601
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.899
+score TVD_DOLLARS_US 0.053
+score TVD_FROM_1 0.999
+score TVD_PH_7 2.499
+score TVD_SPACE_ENCODED 2.499
+score TVD_SPACE_RATIO_MINFP 1.602
+score UNDISC_FREEM 2.799
+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_GOOGLE_PROXY 2.200
+score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
+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 3.136
-score URI_ONLY_MSGID_MALF 1.538
-score URI_PHISH 4.000
-score URI_TRY_3LD 1.999
+score URI_ONLY_MSGID_MALF 0.001
+score URI_PHISH 3.999
+score URI_TRY_3LD 2.000
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.040
-score VISTA_COST 0.506
+score VFY_ACCT_NORDNS 2.077
+score VISTA_COST 0.502
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.582
+score WORD_INVIS 1.583
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.238
+score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.500
score XM_RECPTID 2.999
-score XPRIO 0.507
+score XPRIO 0.503
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.581
+score YOU_INHERIT 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -362,7 +367,6 @@ score SCC_ISEMM_LID_1 1.0
score SCC_ISEMM_LID_1A 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
-score SHORT_IMG_SUSP_NTLD 1.000
score SHY_OBFU_EXPIRE 1.000
score SHY_OBFU_PASSWORD 1.000
score SPAM_CWINDOWSNET 1.000
@@ -380,7 +384,6 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
-score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
score URI_HEX_IP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916377&r1=1916376&r2=1916377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Mar 18 02:49:23 2024
@@ -1,91 +1,91 @@
# 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 2.998
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
-score AC_HTML_NONSENSE_TAGS 2.000
-score AC_POST_EXTRAS 0.819
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.815
score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.300
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.448
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.259
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.193
+score ADVANCE_FEE_3_NEW 3.267
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.620
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.499
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.250
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.604
-score AD_PREFS 0.331
+score ADVANCE_FEE_5_NEW_MONEY 0.745
+score AD_PREFS 0.429
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 1.884
-score BITCOIN_EXTORT_01 2.002
-score BITCOIN_MALWARE 2.429
-score BITCOIN_ONAN 2.079
-score BITCOIN_SPAM_02 1.051
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_05 1.571
-score BITCOIN_SPAM_07 2.134
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_DEADLINE 1.796
+score BITCOIN_EXTORT_01 2.004
+score BITCOIN_MALWARE 3.045
+score BITCOIN_ONAN 2.830
+score BITCOIN_SPAM_02 0.220
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 1.200
+score BITCOIN_SPAM_07 3.200
+score BITCOIN_SPAM_09 1.500
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 2.429
+score BITCOIN_VISTA 2.571
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.298
-score BODY_URI_ONLY 0.704
-score BOGUS_MIME_VERSION 2.365
-score BOGUS_MSM_HDRS 1.745
+score BODY_SINGLE_URI 0.292
+score BODY_URI_ONLY 0.703
+score BOGUS_MIME_VERSION 1.297
+score BOGUS_MSM_HDRS 0.044
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 3.014
+score DATE_IN_FUTURE_Q_PLUS 3.360
score DEAR_BENEFICIARY 3.299
-score DKIMWL_WL_HIGH -0.316
+score DKIMWL_WL_HIGH -0.374
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 FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 0.832
+score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score FBI_MONEY 1.131
score FBI_SPOOF 1.999
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 1.236
-score FONT_INVIS_POSTEXTRAS 2.971
-score FORGED_SPF_HELO 1.900
+score FONT_INVIS_POSTEXTRAS 2.976
+score FORGED_SPF_HELO 1.899
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.412
-score FORM_FRAUD_5 3.111
+score FORM_FRAUD_3 1.874
+score FORM_FRAUD_5 2.920
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 -0.346
-score FROM_IN_TO_AND_SUBJ 1.790
+score FROM_FMBLA_NEWDOM14 1.000
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.999
+score FROM_IN_TO_AND_SUBJ 1.602
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.584
-score FROM_MISSP_EH_MATCH 0.765
+score FROM_MISSP_DYNIP 0.540
+score FROM_MISSP_EH_MATCH 0.772
score FROM_MISSP_FREEMAIL 3.499
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.043
-score FROM_MISSP_REPLYTO 0.808
-score FROM_MISSP_SPF_FAIL 1.250
-score FROM_MISSP_TO_UNDISC 1.464
+score FROM_MISSP_PHISH 1.376
+score FROM_MISSP_REPLYTO 0.853
+score FROM_MISSP_SPF_FAIL 1.074
+score FROM_MISSP_TO_UNDISC 2.007
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 0.260
+score FROM_NTLD_REPLY_FREEMAIL 0.813
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
@@ -96,177 +96,175 @@ score FSL_CTYPE_WIN1251 0.0
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.399
score FUZZY_CLICK_HERE 3.299
-score FUZZY_IMPORTANT 2.130
-score FUZZY_PRIVACY 2.600
+score FUZZY_IMPORTANT 2.135
+score FUZZY_PRIVACY 2.599
score FUZZY_SECURITY 2.799
-score FUZZY_WALLET 0.252
+score FUZZY_WALLET 0.257
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
-score GB_HASHBL_BTC 4.816
-score GOOG_MALWARE_DNLD 3.498
+score GB_HASHBL_BTC 4.532
+score GOOG_MALWARE_DNLD 3.495
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.027
+score GOOG_STO_IMG_HTML 2.024
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.500
+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 0.937
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 1.296
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.911
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 0.001
+score HK_NAME_FM_MR_MRS 0.900
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.001 # force non-zero
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HK_WIN 0.558
-score HOSTED_IMG_DIRECT_MX 2.729
-score HOSTED_IMG_FREEM 1.046
+score HK_WIN 0.640
+score HOSTED_IMG_DIRECT_MX 2.329
+score HOSTED_IMG_FREEM 1.049
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.366
-score HTML_SINGLET_MANY 2.369
+score HTML_OFF_PAGE 2.634
+score HTML_SINGLET_MANY 2.360
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 0.053
-score HTML_TEXT_INVISIBLE_STYLE 1.067
+score HTML_TEXT_INVISIBLE_FONT 0.050
+score HTML_TEXT_INVISIBLE_STYLE 1.071
score IMG_ONLY_FM_DOM_INFO 2.499
score KHOP_HELO_FCRDNS 0.001
-score LIST_PARTIAL_SHORT_MSG 1.538
+score LIST_PARTIAL_SHORT_MSG 1.554
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.151
-score LONG_IMG_URI 1.105
+score LONG_HEX_URI 2.167
+score LONG_IMG_URI 1.099
score LONG_INVISIBLE_TEXT 2.096
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.333
-score MALWARE_NORDNS 1.530
-score MANY_SUBDOM 3.099
-score MAY_BE_FORGED 2.199
-score MILLION_HUNDRED 0.001
+score MALFORMED_FREEMAIL 1.330
+score MALWARE_NORDNS 1.963
+score MANY_SUBDOM 3.100
+score MILLION_HUNDRED 0.001 # force non-zero
score MILLION_USD 1.590
-score MIMEOLE_DIRECT_TO_MX 0.911
+score MIMEOLE_DIRECT_TO_MX 0.855
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 # force non-zero
+score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.606
+score MONEY_FRAUD_3 2.343
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.090
-score MONEY_FROM_41 2.000
+score MONEY_FREEMAIL_REPTO 1.091
+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 MSGID_NOFQDN1 2.194
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.944
-score NORDNS_LOW_CONTRAST 1.424
+score NICE_REPLY_A -0.684
+score NORDNS_LOW_CONTRAST 1.426
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 0.001 # force non-zero
-score OBFU_TEXT_ATTACH 1.594
+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 0.215
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.033
-score PDS_FRNOM_TODOM_NAKED_TO 0.881
-score PDS_FROM_2_EMAILS 1.756
-score PDS_FROM_NAME_TO_DOMAIN 0.095
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.001
+score PDS_FROM_2_EMAILS 1.750
+score PDS_FROM_NAME_TO_DOMAIN 1.151
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.458
+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 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.743
-score RCVD_IN_IADB_COURT -0.001 # force non-zero
+score RATWARE_NO_RDNS 2.343
+score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score REPTO_419_FRAUD_GM 1.867
+score REPTO_419_FRAUD_GM 2.769
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.599
+score RISK_FREE 2.600
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BOGUS_CTE_1 3.755
-score SCC_CANSPAM_1 1.342
+score SCC_BOGUS_CTE_1 3.999
+score SCC_CANSPAM_1 2.490
score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 0.872
+score SCC_CTMPP 1.214
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.499
+score SCC_SPAMMER_ADDR_2 3.500
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.754
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORTENER_SHORT_IMG 1.752
+score SHORT_IMG_SUSP_NTLD 1.259
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 1.260
-score STY_INVIS_DIRECT 0.754
-score SUBJ_ATTENTION 0.500
-score SUSP_UTF8_WORD_COMBO 2.218
+score STATIC_XPRIO_OLE 1.263
+score STY_INVIS_DIRECT 0.753
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_COMBO 2.309
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.459
-score SUSP_UTF8_WORD_SUBJ 0.793
-score TEQF_USR_POLITE 1.989
-score THIS_AD 1.114
-score THIS_IS_ADV_SUSP_NTLD 1.207
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score SUSP_UTF8_WORD_MANY 0.353
+score SUSP_UTF8_WORD_SUBJ 0.803
+score TEQF_USR_POLITE 1.992
+score THIS_AD 1.116
+score THIS_IS_ADV_SUSP_NTLD 0.597
+score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 1.596
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 1.920
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 1.979
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.791
+score TO_NO_BRKTS_HTML_IMG 1.793
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.420
-score TO_NO_BRKTS_NORDNS_HTML 1.513
-score TO_NO_BRKTS_PCNT 2.399
+score TO_NO_BRKTS_MSFT 1.423
+score TO_NO_BRKTS_NORDNS_HTML 1.370
+score TO_NO_BRKTS_PCNT 2.400
score TRANSFORM_LIFE 2.499
-score TVD_DOLLARS_US 1.554
+score TVD_DOLLARS_US 1.551
score TVD_FROM_1 0.999
score TVD_PH_7 2.399
-score TVD_SPACE_ENCODED 1.261
+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_ZW_MANY 0.001 # force non-zero
+score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
score URI_CLOUDFLAREIPFS 2.499
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.188
+score URI_IMG_CWINDOWSNET 3.198
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.901
+score URI_PHISH 2.906
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 2.334
-score VISTA_COST 2.494
-score VISTA_TONOM_EQ_TOLOC 0.388
-score WORD_INVIS 1.898
+score VFY_ACCT_NORDNS 2.189
+score VISTA_COST 1.671
+score VISTA_TONOM_EQ_TOLOC 0.385
+score WORD_INVIS 1.897
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 2.630
+score XM_RECPTID 2.626
score XPRIO 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.451
+score YOU_INHERIT 2.456
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=1916377&r1=1916376&r2=1916377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Mar 18 02:49:23 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 500436 64.287% (99.437% of non-spam corpus)
-# Correctly spam: 198193 25.460% (72.025% of spam corpus)
-# False positives: 2834 0.364% (0.563% of nonspam, 47866 weighted)
-# False negatives: 76981 9.889% (27.975% of spam, 142718 weighted)
-# Average score for spam: 7.4 nonspam: 0.5
-# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 778444 100.00%
+# Correctly non-spam: 505076 63.390% (99.422% of non-spam corpus)
+# Correctly spam: 210191 26.380% (72.791% of spam corpus)
+# False positives: 2935 0.368% (0.578% of nonspam, 51190 weighted)
+# False negatives: 78570 9.861% (27.209% of spam, 147493 weighted)
+# Average score for spam: 7.4 nonspam: 0.4
+# Average for false-pos: 6.1 false-neg: 1.9
+# TOTAL: 796772 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62483 99.43%
-# Correctly spam: 24777 72.00%
-# False positives: 358 0.57%
-# False negatives: 9635 28.00%
-# TCR(l=50): 1.249755 SpamRecall: 72.001% SpamPrec: 98.576%
+# Correctly non-spam: 63086 99.43%
+# Correctly spam: 26096 72.29%
+# False positives: 359 0.57%
+# False negatives: 10001 27.71%
+# TCR(l=50): 1.291439 SpamRecall: 72.294% SpamPrec: 98.643%
##### 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: 494684 98.29%
-# Correctly spam: 120705 43.86%
-# False positives: 8586 1.71%
-# False negatives: 154469 56.14%
-# TCR(l=50): 0.471375 SpamRecall: 43.865% SpamPrec: 93.359%
+# Correctly non-spam: 499148 98.26%
+# Correctly spam: 126806 43.91%
+# False positives: 8863 1.74%
+# False negatives: 161955 56.09%
+# TCR(l=50): 0.477208 SpamRecall: 43.914% SpamPrec: 93.467%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61700 98.18%
-# Correctly spam: 15094 43.86%
-# False positives: 1141 1.82%
-# False negatives: 19318 56.14%
-# TCR(l=50): 0.450608 SpamRecall: 43.863% SpamPrec: 92.972%
+# Correctly non-spam: 62329 98.24%
+# Correctly spam: 15971 44.24%
+# False positives: 1116 1.76%
+# False negatives: 20126 55.76%
+# TCR(l=50): 0.475423 SpamRecall: 44.245% SpamPrec: 93.469%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916377&r1=1916376&r2=1916377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Mar 18 02:49:23 2024
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 505192 63.877% (99.570% of non-spam corpus)
-# Correctly spam: 227946 28.822% (80.402% of spam corpus)
-# False positives: 2180 0.276% (0.430% of nonspam, 89157 weighted)
-# False negatives: 55561 7.025% (19.598% of spam, 100232 weighted)
-# Average score for spam: 12.3 nonspam: -1.1
+# Correctly non-spam: 505184 63.876% (99.569% of non-spam corpus)
+# Correctly spam: 227883 28.814% (80.380% of spam corpus)
+# False positives: 2188 0.277% (0.431% of nonspam, 89404 weighted)
+# False negatives: 55624 7.033% (19.620% of spam, 100473 weighted)
+# Average score for spam: 12.2 nonspam: -1.0
# Average for false-pos: 7.3 false-neg: 1.8
# TOTAL: 790879 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63086 99.56%
-# Correctly spam: 28380 80.04%
-# False positives: 279 0.44%
-# False negatives: 7076 19.96%
-# TCR(l=50): 1.686293 SpamRecall: 80.043% SpamPrec: 99.026%
+# Correctly non-spam: 63087 99.56%
+# Correctly spam: 28379 80.04%
+# False positives: 278 0.44%
+# False negatives: 7077 19.96%
+# TCR(l=50): 1.690232 SpamRecall: 80.040% SpamPrec: 99.030%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...