Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1917085&r1=1917084&r2=1917085&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Apr 18 02:55:07 2024
@@ -1,66 +1,64 @@
-# Using score set 0 logs for revision 1917014 from:
-# ham-ena-week0.r1917014.log ham-ena-week1.r1917014.log ham-ena-week2.r1917014.log ham-ena-week3.r1917014.log ham-ena-week4.r1917014.log ham-giovanni-ham.r1917014.log ham-giovanni-spammy.r1917014.log ham-giovanni-spam.r1917014.log ham-grenier.r1917014.log ham-hege.r1917014.log ham-jhardin.r1917014.log ham-llanga.r1917014.log ham-mmiroslaw-mails-ham.r1917014.log ham-mmiroslaw-mails-spam.r1917014.log ham-spamsponge.r1917014.log ham-tsz-corpus.r1917014.log ham-whyscream.r1917014.log spam-ena-week0.r1917014.log spam-ena-week1.r1917014.log spam-ena-week2.r1917014.log spam-ena-week3.r1917014.log spam-ena-week4.r1917014.log spam-giovanni-ham.r1917014.log spam-giovanni-spammy.r1917014.log spam-giovanni-spam.r1917014.log spam-grenier.r1917014.log spam-hege.r1917014.log spam-jhardin.r1917014.log spam-llanga.r1917014.log spam-mmiroslaw-mails-ham.r1917014.log spam-mmiroslaw-mails-spam.r1917014.log spam-spamsponge.r1917014.log spam-tsz-corpus.r1917014.log spam-whyscream.r1917014.log
+# Using score set 0 logs for revision 1917062 from:
+# ham-ena-week0.r1917062.log ham-ena-week1.r1917062.log ham-ena-week2.r1917062.log ham-ena-week3.r1917062.log ham-ena-week4.r1917062.log ham-giovanni-ham.r1917062.log ham-giovanni-spammy.r1917062.log ham-giovanni-spam.r1917062.log ham-grenier.r1917062.log ham-hege.r1917062.log ham-jhardin.r1917062.log ham-llanga.r1917062.log ham-mmiroslaw-mails-ham.r1917062.log ham-mmiroslaw-mails-spam.r1917062.log ham-spamsponge.r1917062.log ham-tsz-corpus.r1917062.log ham-whyscream.r1917062.log spam-ena-week0.r1917062.log spam-ena-week1.r1917062.log spam-ena-week2.r1917062.log spam-ena-week3.r1917062.log spam-ena-week4.r1917062.log spam-giovanni-ham.r1917062.log spam-giovanni-spammy.r1917062.log spam-giovanni-spam.r1917062.log spam-grenier.r1917062.log spam-hege.r1917062.log spam-jhardin.r1917062.log spam-llanga.r1917062.log spam-mmiroslaw-mails-ham.r1917062.log spam-mmiroslaw-mails-spam.r1917062.log spam-spamsponge.r1917062.log spam-tsz-corpus.r1917062.log spam-whyscream.r1917062.log
-score ACCT_PHISHING_MANY 2.602
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.207
-score ADMITS_SPAM 3.099
+score AC_HTML_NONSENSE_TAGS 2.000
+score AC_POST_EXTRAS 0.001
+score ADMITS_SPAM 2.540
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.807
+score ADVANCE_FEE_2_NEW_MONEY 0.490
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.038
-score ADVANCE_FEE_4_NEW 2.549
+score ADVANCE_FEE_3_NEW_MONEY 0.046
+score ADVANCE_FEE_4_NEW 2.560
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.054
-score AD_PREFS 0.019
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.143
+score ADVANCE_FEE_5_NEW_MONEY 1.921
+score AD_PREFS 0.196
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.099
-score BIGNUM_EMAILS_FREEM 2.002
-score BITCOIN_DEADLINE 2.715
-score BITCOIN_EXTORT_01 1.398
-score BITCOIN_MALWARE 1.310
+score BIGNUM_EMAILS_FREEM 2.733
+score BITCOIN_DEADLINE 2.285
+score BITCOIN_EXTORT_01 1.404
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 1.231
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_02 2.398
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 0.001
+score BITCOIN_SPAM_07 0.035
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 3.128
-score BITCOIN_VISTA 2.638
+score BITCOIN_TOEQFM 2.717
+score BITCOIN_VISTA 1.394
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.759
-score CANT_SEE_AD 0.076
+score BOGUS_MSM_HDRS 0.732
+score CANT_SEE_AD 1.522
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.299
+score DEAR_BENEFICIARY 2.332
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 3.665
+score DYNAMIC_IMGUR 1.845
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.500
-score FBI_MONEY 0.535
-score FBI_SPOOF 1.920
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 1.862
+score FBI_SPOOF 1.815
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_LONG_LINE 2.071
+score FONT_INVIS_HTML_NOHTML 2.479
+score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.384
-score FORM_FRAUD 0.359
+score FONT_INVIS_POSTEXTRAS 2.588
+score FORM_FRAUD 0.147
score FORM_FRAUD_3 2.699
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
@@ -69,174 +67,176 @@ score FROM_ADDR_WS 2.9
score FROM_IN_TO_AND_SUBJ 1.899
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.653
+score FROM_MISSP_EH_MATCH 0.655
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.009
-score FROM_MISSP_REPLYTO 2.500
+score FROM_MISSP_PHISH 0.001
+score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
+score FROM_MISSP_XPRIO 0.001 # force non-zero
score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 1.761
-score FROM_WSP_LEAD 2.399
-score FROM_WSP_TRAIL 2.999
-score FSL_CTYPE_WIN1251 0.001
+score FROM_UNBAL1 1.748
+score FROM_WSP_LEAD 0.995
+score FROM_WSP_TRAIL 3.099
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.499
score FUZZY_IMPORTANT 2.499
score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 2.868
+score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 2.999
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.941
+score GB_CUSTOM_HTM_URI 1.037
+score GB_FAKE_RF_SHORT 1.940
score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 2.598
-score GOOG_STO_IMG_HTML 2.500
+score GOOG_MALWARE_DNLD 4.972
+score GOOG_REDIR_NORDNS 2.599
+score GOOG_STO_IMG_HTML 2.505
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.152
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 0.720
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 0.665
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.749
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_FM_MR_MRS 1.073
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 0.001
+score HOSTED_IMG_FREEM 0.034
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.499
+score HREF_EMPTY_NORDNS 0.489
score HTML_BADATTR 0.999
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 2.401
-score HTML_TEXT_INVISIBLE_FONT 1.903
-score HTML_TEXT_INVISIBLE_STYLE 0.802
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 0.796
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.553
+score KHOP_FAKE_EBAY 0.277
score KHOP_HELO_FCRDNS 0.400
-score KHOP_UNSUB_EMAIL 2.499
-score LIST_PARTIAL_SHORT_MSG 0.650
-score LONGLN_LOW_CONTRAST 2.218
+score KHOP_UNSUB_EMAIL 2.399
+score LIST_PARTIAL_SHORT_MSG 1.301
+score LONGLN_LOW_CONTRAST 2.225
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.153
-score LONG_INVISIBLE_TEXT 1.968
+score LONG_IMG_URI 0.001
+score LONG_INVISIBLE_TEXT 1.960
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
score MANY_SUBDOM 2.599
-score MILLION_HUNDRED 0.001 # force non-zero
+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 2.000
+score MIMEOLE_DIRECT_TO_MX 2.000
+score MIME_NO_TEXT 1.999
score MIXED_ES 1.899
-score MIXED_HREF_CASE 1.936
-score MONEY_ATM_CARD 0.001
+score MIXED_HREF_CASE 1.939
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.462
+score MONEY_FRAUD_8 2.998
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.001
+score MSGID_NOFQDN1 0.001 # force non-zero
score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.571
-score NORDNS_LOW_CONTRAST 0.001
+score NICE_REPLY_A -3.664
+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_HELO_USER 0.001
score ODD_FREEM_REPTO 2.999
-score PDS_BAD_THREAD_QP_64 0.999
+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 0.223
+score PDS_BTC_MSGID 0.338
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.280
-score PDS_FROM_NAME_TO_DOMAIN 1.016
-score PDS_HP_HELO_NORDNS 0.779
+score PDS_FRNOM_TODOM_NAKED_TO 0.885
+score PDS_FROM_2_EMAILS 0.353
+score PDS_FROM_NAME_TO_DOMAIN 0.803
+score PDS_HP_HELO_NORDNS 0.717
score PDS_OTHER_BAD_TLD 1.999
score PHP_SCRIPT 2.500
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.848
+score RATWARE_NO_RDNS 0.653
score READY_TO_SHIP 1.249
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 1.404
-score RISK_FREE 1.176
-score SCC_BOGUS_CTE_1 0.976
-score SCC_CANSPAM_1 1.127
-score SCC_CANSPAM_2 2.252
-score SCC_ISEMM_LID_1B 1.499
+score REPTO_419_FRAUD_GM 1.402
+score RISK_FREE 1.174
+score SCC_BOGUS_CTE_1 0.978
+score SCC_CANSPAM_1 1.385
+score SCC_CANSPAM_2 2.250
+score SCC_ISEMM_LID_1B 1.500
score SERGIO_SUBJECT_VIAGRA01 2.599
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.522
+score SHORTENER_SHORT_IMG 0.001 # force non-zero
+score SHORT_IMG_SUSP_NTLD 0.940
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.470
+score SPOOFED_FREEMAIL_NO_RDNS 0.529
score SPOOF_GMAIL_MID 1.500
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.939
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score THIS_AD 2.200
+score THIS_IS_ADV_SUSP_NTLD 0.919
+score TINY_FLOAT 2.699
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.410
+score TO_EQ_FM_DOM_HTML_IMG 1.509
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.668
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.907
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.685
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.499
+score TO_NO_BRKTS_HTML_IMG 1.684
+score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 2.000
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.699
-score TVD_FROM_1 0.999
-score TVD_PH_7 2.891
+score TVD_PH_7 2.999
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.962
-score TVD_SUBJ_NUM_OBFU_MINFP 2.351
+score TVD_SPACE_RATIO_MINFP 1.959
+score TVD_SUBJ_NUM_OBFU_MINFP 1.284
score UNDISC_FREEM 2.999
-score UNDISC_MONEY 3.400
+score UNDISC_MONEY 3.399
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.134
+score URI_IMG_CWINDOWSNET 3.128
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.389
+score URI_PHISH 2.401
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 VFY_ACCT_NORDNS 2.946
-score VISTA_COST 0.563
+score VFY_ACCT_NORDNS 2.826
+score VISTA_COST 0.569
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 3.299
+score WIKI_IMG 3.200
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001
+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 0.502
-score XPRIO_SHORT_SUBJ 0.171
+score XPRIO 0.001
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
score YOU_INHERIT 2.799
@@ -259,6 +259,8 @@ score BIGNUM_EMAILS_MANY 1.0
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
+score BITCOIN_MALWARE 1.000
+score BITCOIN_ONAN 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -333,12 +335,10 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 1.000
-score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -384,7 +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
@@ -399,6 +398,7 @@ score VPS_NO_NTLD 1.0
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
score XM_DIGITS_ONLY 1.000
+score XPRIO_SHORT_SUBJ 1.000
# in active.list but have no hits in recent corpus
score ARC_SIGNED 0.001 # force non-zero
score ARC_VALID 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=1917085&r1=1917084&r2=1917085&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Apr 18 02:55:07 2024
@@ -6,262 +6,263 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.424
+score AC_POST_EXTRAS 0.426
score ADMITS_SPAM 3.099
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.662
-score ADVANCE_FEE_3_NEW 1.700
+score ADVANCE_FEE_2_NEW_MONEY 0.478
+score ADVANCE_FEE_3_NEW 1.459
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.929
-score ADVANCE_FEE_4_NEW 2.137
+score ADVANCE_FEE_3_NEW_MONEY 1.931
+score ADVANCE_FEE_4_NEW 2.134
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_5_NEW 2.400
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.120
-score AD_PREFS 0.059
+score ADVANCE_FEE_5_NEW_MONEY 1.192
+score AD_PREFS 0.275
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.099
-score BIGNUM_EMAILS_FREEM 2.781
-score BITCOIN_DEADLINE 0.779
-score BITCOIN_EXTORT_01 0.116
-score BITCOIN_MALWARE 2.427
+score AXB_X_FF_SEZ_S 3.100
+score BIGNUM_EMAILS_FREEM 2.735
+score BITCOIN_DEADLINE 1.618
+score BITCOIN_EXTORT_01 0.135
+score BITCOIN_MALWARE 2.818
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 2.218
-score BITCOIN_PAY_ME 2.949
-score BITCOIN_SPAM_02 0.768
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 2.307
+score BITCOIN_ONAN 1.969
+score BITCOIN_PAY_ME 1.895
+score BITCOIN_SPAM_02 1.825
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_07 2.308
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 1.324
+score BITCOIN_VISTA 2.603
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.985
-score BODY_SINGLE_URI 0.001 # force non-zero
-score BODY_URI_ONLY 1.170
-score BOGUS_MIME_VERSION 3.500
-score BOGUS_MSM_HDRS 1.349
-score CANT_SEE_AD 0.608
-score CK_HELO_GENERIC 0.249
+score BITCOIN_YOUR_INFO 2.984
+score BODY_SINGLE_URI 0.001
+score BODY_URI_ONLY 1.178
+score BOGUS_MIME_VERSION 3.499
+score BOGUS_MSM_HDRS 0.516
+score CANT_SEE_AD 1.597
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -1.719
+score DKIMWL_WL_HIGH -2.067
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 1.181
-score ENCRYPTED_MESSAGE -1.000
+score DYNAMIC_IMGUR 2.087
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.999
-score FBI_SPOOF 1.515
+score FBI_MONEY 1.083
+score FBI_SPOOF 1.185
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.989
+score FONT_INVIS_HTML_NOHTML 2.872
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.660
+score FONT_INVIS_NORDNS 1.496
score FONT_INVIS_POSTEXTRAS 2.972
-score FORGED_SPF_HELO 1.468
+score FORGED_SPF_HELO 1.341
score FORM_FRAUD 0.999
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.201
+score FOUND_YOU 1.683
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 2.999
+score FROM_ADDR_WS 1.546
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.917
+score FROM_GOV_DKIM_AU -0.591
score FROM_GOV_SPOOF 0.999
-score FROM_IN_TO_AND_SUBJ 1.899
+score FROM_IN_TO_AND_SUBJ 1.999
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.380
+score FROM_MISSP_DYNIP 1.391
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.112
+score FROM_MISSP_FREEMAIL 0.107
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.064
+score FROM_NTLD_REPLY_FREEMAIL 1.572
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.399
-score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 2.899
-score FSL_BULK_SIG 0.001
+score FROM_WSP_LEAD 0.001 # force non-zero
+score FROM_WSP_TRAIL 3.000
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.399
score FUZZY_IMPORTANT 2.399
-score FUZZY_PRIVACY 2.699
-score GB_BITCOIN_CP 1.746
+score FUZZY_PRIVACY 2.800
+score GB_BITCOIN_CP 0.975
score GB_BITCOIN_NH 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 4.560
-score GOOG_MALWARE_DNLD 3.280
-score GOOG_REDIR_NORDNS 1.234
+score GB_HASHBL_BTC 4.577
+score GOOG_MALWARE_DNLD 3.142
+score GOOG_REDIR_NORDNS 1.259
score GOOG_STO_IMG_HTML 2.320
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 1.044
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 1.058
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.838
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_FM_MR_MRS 0.837
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.601
-score HOSTED_IMG_FREEM 1.041
+score HOSTED_IMG_DIRECT_MX 1.702
+score HOSTED_IMG_FREEM 1.047
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.001
+score HTML_FONT_TINY_NORDNS 0.169
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.921
-score HTML_TEXT_INVISIBLE_FONT 0.060
-score HTML_TEXT_INVISIBLE_STYLE 1.250
+score HTML_TAG_BALANCE_CENTER 2.999
+score HTML_TEXT_INVISIBLE_FONT 0.062
+score HTML_TEXT_INVISIBLE_STYLE 0.717
score IMG_ONLY_FM_DOM_INFO 2.499
score KHOP_HELO_FCRDNS 0.001
score KHOP_UNSUB_EMAIL 2.599
score LIST_PARTIAL_SHORT_MSG 0.001
-score LONG_HEX_URI 2.940
-score LONG_IMG_URI 0.468
-score LONG_INVISIBLE_TEXT 2.273
+score LONG_HEX_URI 2.939
+score LONG_IMG_URI 0.443
+score LONG_INVISIBLE_TEXT 2.101
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001 # force non-zero
+score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MALWARE_NORDNS 1.509
-score MANY_SUBDOM 2.599
+score MALWARE_NORDNS 1.585
+score MANY_SUBDOM 2.699
+score MAY_BE_FORGED 1.039
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.900
-score MIXED_HREF_CASE 1.999
+score MIXED_ES 1.899
+score MIXED_HREF_CASE 2.000
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
+score MONEY_FORM 0.001 # force non-zero
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.037
+score MONEY_FRAUD_8 3.321
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.485
-score MSGID_NOFQDN1 2.194
+score MONEY_NOHTML 2.401
+score MSGID_NOFQDN1 2.197
score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.719
+score NICE_REPLY_A -3.029
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 0.196
-score OBFU_TEXT_ATTACH 1.498
-score ODD_FREEM_REPTO 2.495
+score NSL_RCVD_HELO_USER 0.142
+score OBFU_TEXT_ATTACH 0.889
+score ODD_FREEM_REPTO 2.492
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 0.877
-score PDS_DBL_URL_TNB_RUNON 1.670
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.162
-score PDS_FROM_NAME_TO_DOMAIN 1.024
-score PDS_HELO_SPF_FAIL 1.415
+score PDS_BTC_MSGID 0.999
+score PDS_DBL_URL_TNB_RUNON 1.671
+score PDS_FRNOM_TODOM_DBL_URL 0.012
+score PDS_FRNOM_TODOM_NAKED_TO 0.275
+score PDS_FROM_2_EMAILS 1.981
+score PDS_FROM_NAME_TO_DOMAIN 0.707
+score PDS_HELO_SPF_FAIL 1.822
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 2.000
+score PDS_OTHER_BAD_TLD 1.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.435
+score RAND_MKTG_HEADER 2.000
+score RATWARE_NO_RDNS 1.119
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD 3.000
-score REPTO_419_FRAUD_GM 2.497
-score RISK_FREE 1.801
-score SCC_BOGUS_CTE_1 3.357
-score SCC_CANSPAM_1 1.623
+score REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 2.326
+score RISK_FREE 0.600
+score SCC_BOGUS_CTE_1 3.349
+score SCC_CANSPAM_1 1.155
score SCC_CANSPAM_2 1.271
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.399
+score SCC_SPAMMER_ADDR_2 2.283
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.358
-score SHORT_IMG_SUSP_NTLD 1.214
+score SHORTENER_SHORT_IMG 1.356
+score SHORT_IMG_SUSP_NTLD 1.499
score SHORT_SHORTNER 0.001
-score SPOOFED_FREEMAIL 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.474
+score SPOOFED_FREEM_REPTO 2.478
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 1.767
-score THIS_AD 1.044
-score THIS_IS_ADV_SUSP_NTLD 0.442
+score TEQF_USR_POLITE 1.770
+score THIS_AD 1.045
+score THIS_IS_ADV_SUSP_NTLD 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.591
+score TO_EQ_FM_DOM_HTML_IMG 2.599
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.961
+score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.906
+score TO_NO_BRKTS_HTML_IMG 1.883
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.001 # force non-zero
-score TO_NO_BRKTS_NORDNS_HTML 1.025
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.013
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.699
-score TVD_FROM_1 0.999
score TVD_PH_7 2.999
-score TVD_SPACE_ENCODED 2.283
+score TVD_SPACE_ENCODED 2.285
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 2.138
-score UNDISC_FREEM 2.899
+score TVD_SUBJ_NUM_OBFU_MINFP 1.017
+score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.299
-score UNICODE_OBFU_ASC 2.097
+score UNICODE_OBFU_ASC 2.105
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.099
-score URI_GOOG_STO_SPAMMY 3.000
-score URI_IMG_CWINDOWSNET 3.195
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 3.197
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 0.794
+score URI_PHISH 0.816
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.101
+score URI_WP_HACKED 3.100
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 1.386
-score VISTA_TONOM_EQ_TOLOC 0.286
+score VISTA_COST 1.786
+score VISTA_TONOM_EQ_TOLOC 0.082
score WIKI_IMG 3.099
-score WORD_INVIS 1.898
-score WORD_INVIS_MANY 3.000
-score XFER_LOTSA_MONEY 0.001
+score WORD_INVIS 1.892
+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 2.343
+score XM_RECPTID 2.369
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 1.039
+score XPRIO_SHORT_SUBJ 1.411
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.976
+score YOU_INHERIT 1.794
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -361,12 +362,10 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 1.000
-score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1917085&r1=1917084&r2=1917085&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Apr 18 02:55:07 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 555864 62.471% (99.456% of non-spam corpus)
-# Correctly spam: 255599 28.726% (77.246% of spam corpus)
-# False positives: 3039 0.342% (0.544% of nonspam, 55696 weighted)
-# False negatives: 75292 8.462% (22.754% of spam, 142349 weighted)
-# Average score for spam: 7.5 nonspam: 0.4
-# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 889794 100.00%
+# Correctly non-spam: 560610 62.277% (99.454% of non-spam corpus)
+# Correctly spam: 260468 28.935% (77.407% of spam corpus)
+# False positives: 3079 0.342% (0.546% of nonspam, 56975 weighted)
+# False negatives: 76024 8.445% (22.593% of spam, 139768 weighted)
+# Average score for spam: 7.3 nonspam: 0.4
+# Average for false-pos: 6.2 false-neg: 1.8
+# TOTAL: 900181 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69439 99.46%
-# Correctly spam: 32038 77.68%
-# False positives: 380 0.54%
-# False negatives: 9205 22.32%
-# TCR(l=50): 1.462258 SpamRecall: 77.681% SpamPrec: 98.828%
+# Correctly non-spam: 69998 99.44%
+# Correctly spam: 32638 77.81%
+# False positives: 395 0.56%
+# False negatives: 9310 22.19%
+# TCR(l=50): 1.443496 SpamRecall: 77.806% SpamPrec: 98.804%
##### 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: 549650 98.34%
-# Correctly spam: 125071 37.80%
-# False positives: 9253 1.66%
-# False negatives: 205820 62.20%
-# TCR(l=50): 0.494998 SpamRecall: 37.798% SpamPrec: 93.111%
+# Correctly non-spam: 554323 98.34%
+# Correctly spam: 128063 38.06%
+# False positives: 9366 1.66%
+# False negatives: 208429 61.94%
+# TCR(l=50): 0.497233 SpamRecall: 38.058% SpamPrec: 93.185%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 68653 98.33%
-# Correctly spam: 15862 38.46%
-# False positives: 1166 1.67%
-# False negatives: 25381 61.54%
-# TCR(l=50): 0.492860 SpamRecall: 38.460% SpamPrec: 93.152%
+# Correctly non-spam: 69162 98.25%
+# Correctly spam: 15934 37.99%
+# False positives: 1231 1.75%
+# False negatives: 26014 62.01%
+# TCR(l=50): 0.479055 SpamRecall: 37.985% SpamPrec: 92.828%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1917085&r1=1917084&r2=1917085&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Apr 18 02:55:07 2024
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 552057 61.987% (99.569% of non-spam corpus)
-# Correctly spam: 282085 31.674% (83.917% of spam corpus)
-# False positives: 2392 0.269% (0.431% of nonspam, 104476 weighted)
-# False negatives: 54061 6.070% (16.083% of spam, 89026 weighted)
-# Average score for spam: 12.0 nonspam: -1.4
+# Correctly non-spam: 552060 61.988% (99.569% of non-spam corpus)
+# Correctly spam: 281973 31.661% (83.884% of spam corpus)
+# False positives: 2389 0.268% (0.431% of nonspam, 104579 weighted)
+# False negatives: 54173 6.083% (16.116% of spam, 88855 weighted)
+# Average score for spam: 12.1 nonspam: -1.5
# Average for false-pos: 7.2 false-neg: 1.6
# TOTAL: 890595 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 68942 99.55%
-# Correctly spam: 35227 84.06%
+# Correctly spam: 35221 84.05%
# False positives: 313 0.45%
-# False negatives: 6678 15.94%
-# TCR(l=50): 1.876791 SpamRecall: 84.064% SpamPrec: 99.119%
+# False negatives: 6683 15.95%
+# TCR(l=50): 1.876327 SpamRecall: 84.052% SpamPrec: 99.119%
##### 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: 552334 99.62%
-# Correctly spam: 178223 53.02%
+# Correctly spam: 178410 53.08%
# False positives: 2115 0.38%
-# False negatives: 157923 46.98%
-# TCR(l=50): 1.274859 SpamRecall: 53.020% SpamPrec: 98.827%
+# False negatives: 157736 46.92%
+# TCR(l=50): 1.275764 SpamRecall: 53.075% SpamPrec: 98.828%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 69003 99.64%
-# Correctly spam: 22286 53.18%
+# Correctly spam: 22182 52.94%
# False positives: 252 0.36%
-# False negatives: 19619 46.82%
-# TCR(l=50): 1.300630 SpamRecall: 53.182% SpamPrec: 98.882%
+# False negatives: 19722 47.06%
+# TCR(l=50): 1.296454 SpamRecall: 52.935% SpamPrec: 98.877%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1917085&r1=1917084&r2=1917085&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Apr 18 02:55:07 2024
@@ -1,66 +1,64 @@
-# Using score set 0 logs for revision 1917014 from:
-# ham-ena-week0.r1917014.log ham-ena-week1.r1917014.log ham-ena-week2.r1917014.log ham-ena-week3.r1917014.log ham-ena-week4.r1917014.log ham-giovanni-ham.r1917014.log ham-giovanni-spammy.r1917014.log ham-giovanni-spam.r1917014.log ham-grenier.r1917014.log ham-hege.r1917014.log ham-jhardin.r1917014.log ham-llanga.r1917014.log ham-mmiroslaw-mails-ham.r1917014.log ham-mmiroslaw-mails-spam.r1917014.log ham-spamsponge.r1917014.log ham-tsz-corpus.r1917014.log ham-whyscream.r1917014.log spam-ena-week0.r1917014.log spam-ena-week1.r1917014.log spam-ena-week2.r1917014.log spam-ena-week3.r1917014.log spam-ena-week4.r1917014.log spam-giovanni-ham.r1917014.log spam-giovanni-spammy.r1917014.log spam-giovanni-spam.r1917014.log spam-grenier.r1917014.log spam-hege.r1917014.log spam-jhardin.r1917014.log spam-llanga.r1917014.log spam-mmiroslaw-mails-ham.r1917014.log spam-mmiroslaw-mails-spam.r1917014.log spam-spamsponge.r1917014.log spam-tsz-corpus.r1917014.log spam-whyscream.r1917014.log
+# Using score set 0 logs for revision 1917062 from:
+# ham-ena-week0.r1917062.log ham-ena-week1.r1917062.log ham-ena-week2.r1917062.log ham-ena-week3.r1917062.log ham-ena-week4.r1917062.log ham-giovanni-ham.r1917062.log ham-giovanni-spammy.r1917062.log ham-giovanni-spam.r1917062.log ham-grenier.r1917062.log ham-hege.r1917062.log ham-jhardin.r1917062.log ham-llanga.r1917062.log ham-mmiroslaw-mails-ham.r1917062.log ham-mmiroslaw-mails-spam.r1917062.log ham-spamsponge.r1917062.log ham-tsz-corpus.r1917062.log ham-whyscream.r1917062.log spam-ena-week0.r1917062.log spam-ena-week1.r1917062.log spam-ena-week2.r1917062.log spam-ena-week3.r1917062.log spam-ena-week4.r1917062.log spam-giovanni-ham.r1917062.log spam-giovanni-spammy.r1917062.log spam-giovanni-spam.r1917062.log spam-grenier.r1917062.log spam-hege.r1917062.log spam-jhardin.r1917062.log spam-llanga.r1917062.log spam-mmiroslaw-mails-ham.r1917062.log spam-mmiroslaw-mails-spam.r1917062.log spam-spamsponge.r1917062.log spam-tsz-corpus.r1917062.log spam-whyscream.r1917062.log
-score ACCT_PHISHING_MANY 2.602
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.207
-score ADMITS_SPAM 3.099
+score AC_HTML_NONSENSE_TAGS 2.000
+score AC_POST_EXTRAS 0.001
+score ADMITS_SPAM 2.540
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.807
+score ADVANCE_FEE_2_NEW_MONEY 0.490
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.038
-score ADVANCE_FEE_4_NEW 2.549
+score ADVANCE_FEE_3_NEW_MONEY 0.046
+score ADVANCE_FEE_4_NEW 2.560
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.054
-score AD_PREFS 0.019
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.143
+score ADVANCE_FEE_5_NEW_MONEY 1.921
+score AD_PREFS 0.196
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.099
-score BIGNUM_EMAILS_FREEM 2.002
-score BITCOIN_DEADLINE 2.715
-score BITCOIN_EXTORT_01 1.398
-score BITCOIN_MALWARE 1.310
+score BIGNUM_EMAILS_FREEM 2.733
+score BITCOIN_DEADLINE 2.285
+score BITCOIN_EXTORT_01 1.404
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 1.231
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_02 2.398
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 0.001
+score BITCOIN_SPAM_07 0.035
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 3.128
-score BITCOIN_VISTA 2.638
+score BITCOIN_TOEQFM 2.717
+score BITCOIN_VISTA 1.394
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.759
-score CANT_SEE_AD 0.076
+score BOGUS_MSM_HDRS 0.732
+score CANT_SEE_AD 1.522
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.299
+score DEAR_BENEFICIARY 2.332
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 3.665
+score DYNAMIC_IMGUR 1.845
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.500
-score FBI_MONEY 0.535
-score FBI_SPOOF 1.920
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 1.862
+score FBI_SPOOF 1.815
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_LONG_LINE 2.071
+score FONT_INVIS_HTML_NOHTML 2.479
+score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.384
-score FORM_FRAUD 0.359
+score FONT_INVIS_POSTEXTRAS 2.588
+score FORM_FRAUD 0.147
score FORM_FRAUD_3 2.699
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
@@ -69,174 +67,176 @@ score FROM_ADDR_WS 2.9
score FROM_IN_TO_AND_SUBJ 1.899
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.653
+score FROM_MISSP_EH_MATCH 0.655
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.009
-score FROM_MISSP_REPLYTO 2.500
+score FROM_MISSP_PHISH 0.001
+score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
+score FROM_MISSP_XPRIO 0.001 # force non-zero
score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 1.761
-score FROM_WSP_LEAD 2.399
-score FROM_WSP_TRAIL 2.999
-score FSL_CTYPE_WIN1251 0.001
+score FROM_UNBAL1 1.748
+score FROM_WSP_LEAD 0.995
+score FROM_WSP_TRAIL 3.099
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.499
score FUZZY_IMPORTANT 2.499
score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 2.868
+score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 2.999
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.941
+score GB_CUSTOM_HTM_URI 1.037
+score GB_FAKE_RF_SHORT 1.940
score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 2.598
-score GOOG_STO_IMG_HTML 2.500
+score GOOG_MALWARE_DNLD 4.972
+score GOOG_REDIR_NORDNS 2.599
+score GOOG_STO_IMG_HTML 2.505
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.152
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 0.720
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 0.665
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.749
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_FM_MR_MRS 1.073
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 0.001
+score HOSTED_IMG_FREEM 0.034
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.499
+score HREF_EMPTY_NORDNS 0.489
score HTML_BADATTR 0.999
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 2.401
-score HTML_TEXT_INVISIBLE_FONT 1.903
-score HTML_TEXT_INVISIBLE_STYLE 0.802
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 0.796
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.553
+score KHOP_FAKE_EBAY 0.277
score KHOP_HELO_FCRDNS 0.400
-score KHOP_UNSUB_EMAIL 2.499
-score LIST_PARTIAL_SHORT_MSG 0.650
-score LONGLN_LOW_CONTRAST 2.218
+score KHOP_UNSUB_EMAIL 2.399
+score LIST_PARTIAL_SHORT_MSG 1.301
+score LONGLN_LOW_CONTRAST 2.225
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.153
-score LONG_INVISIBLE_TEXT 1.968
+score LONG_IMG_URI 0.001
+score LONG_INVISIBLE_TEXT 1.960
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
score MANY_SUBDOM 2.599
-score MILLION_HUNDRED 0.001 # force non-zero
+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 2.000
+score MIMEOLE_DIRECT_TO_MX 2.000
+score MIME_NO_TEXT 1.999
score MIXED_ES 1.899
-score MIXED_HREF_CASE 1.936
-score MONEY_ATM_CARD 0.001
+score MIXED_HREF_CASE 1.939
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.462
+score MONEY_FRAUD_8 2.998
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.001
+score MSGID_NOFQDN1 0.001 # force non-zero
score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.571
-score NORDNS_LOW_CONTRAST 0.001
+score NICE_REPLY_A -3.664
+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_HELO_USER 0.001
score ODD_FREEM_REPTO 2.999
-score PDS_BAD_THREAD_QP_64 0.999
+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 0.223
+score PDS_BTC_MSGID 0.338
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.280
-score PDS_FROM_NAME_TO_DOMAIN 1.016
-score PDS_HP_HELO_NORDNS 0.779
+score PDS_FRNOM_TODOM_NAKED_TO 0.885
+score PDS_FROM_2_EMAILS 0.353
+score PDS_FROM_NAME_TO_DOMAIN 0.803
+score PDS_HP_HELO_NORDNS 0.717
score PDS_OTHER_BAD_TLD 1.999
score PHP_SCRIPT 2.500
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.848
+score RATWARE_NO_RDNS 0.653
score READY_TO_SHIP 1.249
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 1.404
-score RISK_FREE 1.176
-score SCC_BOGUS_CTE_1 0.976
-score SCC_CANSPAM_1 1.127
-score SCC_CANSPAM_2 2.252
-score SCC_ISEMM_LID_1B 1.499
+score REPTO_419_FRAUD_GM 1.402
+score RISK_FREE 1.174
+score SCC_BOGUS_CTE_1 0.978
+score SCC_CANSPAM_1 1.385
+score SCC_CANSPAM_2 2.250
+score SCC_ISEMM_LID_1B 1.500
score SERGIO_SUBJECT_VIAGRA01 2.599
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.522
+score SHORTENER_SHORT_IMG 0.001 # force non-zero
+score SHORT_IMG_SUSP_NTLD 0.940
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.470
+score SPOOFED_FREEMAIL_NO_RDNS 0.529
score SPOOF_GMAIL_MID 1.500
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.939
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score THIS_AD 2.200
+score THIS_IS_ADV_SUSP_NTLD 0.919
+score TINY_FLOAT 2.699
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.410
+score TO_EQ_FM_DOM_HTML_IMG 1.509
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.668
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.907
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.685
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.499
+score TO_NO_BRKTS_HTML_IMG 1.684
+score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 2.000
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.699
-score TVD_FROM_1 0.999
-score TVD_PH_7 2.891
+score TVD_PH_7 2.999
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.962
-score TVD_SUBJ_NUM_OBFU_MINFP 2.351
+score TVD_SPACE_RATIO_MINFP 1.959
+score TVD_SUBJ_NUM_OBFU_MINFP 1.284
score UNDISC_FREEM 2.999
-score UNDISC_MONEY 3.400
+score UNDISC_MONEY 3.399
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.134
+score URI_IMG_CWINDOWSNET 3.128
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.389
+score URI_PHISH 2.401
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 VFY_ACCT_NORDNS 2.946
-score VISTA_COST 0.563
+score VFY_ACCT_NORDNS 2.826
+score VISTA_COST 0.569
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 3.299
+score WIKI_IMG 3.200
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001
+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 0.502
-score XPRIO_SHORT_SUBJ 0.171
+score XPRIO 0.001
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
score YOU_INHERIT 2.799
@@ -259,6 +259,8 @@ score BIGNUM_EMAILS_MANY 1.0
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
+score BITCOIN_MALWARE 1.000
+score BITCOIN_ONAN 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -333,12 +335,10 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 1.000
-score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -384,7 +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
@@ -399,6 +398,7 @@ score VPS_NO_NTLD 1.0
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
score XM_DIGITS_ONLY 1.000
+score XPRIO_SHORT_SUBJ 1.000
# in active.list but have no hits in recent corpus
score ARC_SIGNED 0.001 # force non-zero
score ARC_VALID 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=1917085&r1=1917084&r2=1917085&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Apr 18 02:55:07 2024
@@ -6,262 +6,263 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.424
+score AC_POST_EXTRAS 0.426
score ADMITS_SPAM 3.099
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.662
-score ADVANCE_FEE_3_NEW 1.700
+score ADVANCE_FEE_2_NEW_MONEY 0.478
+score ADVANCE_FEE_3_NEW 1.459
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.929
-score ADVANCE_FEE_4_NEW 2.137
+score ADVANCE_FEE_3_NEW_MONEY 1.931
+score ADVANCE_FEE_4_NEW 2.134
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_5_NEW 2.400
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.120
-score AD_PREFS 0.059
+score ADVANCE_FEE_5_NEW_MONEY 1.192
+score AD_PREFS 0.275
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.099
-score BIGNUM_EMAILS_FREEM 2.781
-score BITCOIN_DEADLINE 0.779
-score BITCOIN_EXTORT_01 0.116
-score BITCOIN_MALWARE 2.427
+score AXB_X_FF_SEZ_S 3.100
+score BIGNUM_EMAILS_FREEM 2.735
+score BITCOIN_DEADLINE 1.618
+score BITCOIN_EXTORT_01 0.135
+score BITCOIN_MALWARE 2.818
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 2.218
-score BITCOIN_PAY_ME 2.949
-score BITCOIN_SPAM_02 0.768
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 2.307
+score BITCOIN_ONAN 1.969
+score BITCOIN_PAY_ME 1.895
+score BITCOIN_SPAM_02 1.825
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_07 2.308
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 1.324
+score BITCOIN_VISTA 2.603
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.985
-score BODY_SINGLE_URI 0.001 # force non-zero
-score BODY_URI_ONLY 1.170
-score BOGUS_MIME_VERSION 3.500
-score BOGUS_MSM_HDRS 1.349
-score CANT_SEE_AD 0.608
-score CK_HELO_GENERIC 0.249
+score BITCOIN_YOUR_INFO 2.984
+score BODY_SINGLE_URI 0.001
+score BODY_URI_ONLY 1.178
+score BOGUS_MIME_VERSION 3.499
+score BOGUS_MSM_HDRS 0.516
+score CANT_SEE_AD 1.597
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -1.719
+score DKIMWL_WL_HIGH -2.067
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 1.181
-score ENCRYPTED_MESSAGE -1.000
+score DYNAMIC_IMGUR 2.087
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.999
-score FBI_SPOOF 1.515
+score FBI_MONEY 1.083
+score FBI_SPOOF 1.185
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.989
+score FONT_INVIS_HTML_NOHTML 2.872
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.660
+score FONT_INVIS_NORDNS 1.496
score FONT_INVIS_POSTEXTRAS 2.972
-score FORGED_SPF_HELO 1.468
+score FORGED_SPF_HELO 1.341
score FORM_FRAUD 0.999
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.201
+score FOUND_YOU 1.683
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 2.999
+score FROM_ADDR_WS 1.546
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.917
+score FROM_GOV_DKIM_AU -0.591
score FROM_GOV_SPOOF 0.999
-score FROM_IN_TO_AND_SUBJ 1.899
+score FROM_IN_TO_AND_SUBJ 1.999
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.380
+score FROM_MISSP_DYNIP 1.391
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.112
+score FROM_MISSP_FREEMAIL 0.107
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.064
+score FROM_NTLD_REPLY_FREEMAIL 1.572
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.399
-score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 2.899
-score FSL_BULK_SIG 0.001
+score FROM_WSP_LEAD 0.001 # force non-zero
+score FROM_WSP_TRAIL 3.000
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.399
score FUZZY_IMPORTANT 2.399
-score FUZZY_PRIVACY 2.699
-score GB_BITCOIN_CP 1.746
+score FUZZY_PRIVACY 2.800
+score GB_BITCOIN_CP 0.975
score GB_BITCOIN_NH 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 4.560
-score GOOG_MALWARE_DNLD 3.280
-score GOOG_REDIR_NORDNS 1.234
+score GB_HASHBL_BTC 4.577
+score GOOG_MALWARE_DNLD 3.142
+score GOOG_REDIR_NORDNS 1.259
score GOOG_STO_IMG_HTML 2.320
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 1.044
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 1.058
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.838
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_FM_MR_MRS 0.837
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.601
-score HOSTED_IMG_FREEM 1.041
+score HOSTED_IMG_DIRECT_MX 1.702
+score HOSTED_IMG_FREEM 1.047
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.001
+score HTML_FONT_TINY_NORDNS 0.169
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.921
-score HTML_TEXT_INVISIBLE_FONT 0.060
-score HTML_TEXT_INVISIBLE_STYLE 1.250
+score HTML_TAG_BALANCE_CENTER 2.999
+score HTML_TEXT_INVISIBLE_FONT 0.062
+score HTML_TEXT_INVISIBLE_STYLE 0.717
score IMG_ONLY_FM_DOM_INFO 2.499
score KHOP_HELO_FCRDNS 0.001
score KHOP_UNSUB_EMAIL 2.599
score LIST_PARTIAL_SHORT_MSG 0.001
-score LONG_HEX_URI 2.940
-score LONG_IMG_URI 0.468
-score LONG_INVISIBLE_TEXT 2.273
+score LONG_HEX_URI 2.939
+score LONG_IMG_URI 0.443
+score LONG_INVISIBLE_TEXT 2.101
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001 # force non-zero
+score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MALWARE_NORDNS 1.509
-score MANY_SUBDOM 2.599
+score MALWARE_NORDNS 1.585
+score MANY_SUBDOM 2.699
+score MAY_BE_FORGED 1.039
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.900
-score MIXED_HREF_CASE 1.999
+score MIXED_ES 1.899
+score MIXED_HREF_CASE 2.000
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
+score MONEY_FORM 0.001 # force non-zero
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.037
+score MONEY_FRAUD_8 3.321
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.485
-score MSGID_NOFQDN1 2.194
+score MONEY_NOHTML 2.401
+score MSGID_NOFQDN1 2.197
score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.719
+score NICE_REPLY_A -3.029
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 0.196
-score OBFU_TEXT_ATTACH 1.498
-score ODD_FREEM_REPTO 2.495
+score NSL_RCVD_HELO_USER 0.142
+score OBFU_TEXT_ATTACH 0.889
+score ODD_FREEM_REPTO 2.492
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 0.877
-score PDS_DBL_URL_TNB_RUNON 1.670
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.162
-score PDS_FROM_NAME_TO_DOMAIN 1.024
-score PDS_HELO_SPF_FAIL 1.415
+score PDS_BTC_MSGID 0.999
+score PDS_DBL_URL_TNB_RUNON 1.671
+score PDS_FRNOM_TODOM_DBL_URL 0.012
+score PDS_FRNOM_TODOM_NAKED_TO 0.275
+score PDS_FROM_2_EMAILS 1.981
+score PDS_FROM_NAME_TO_DOMAIN 0.707
+score PDS_HELO_SPF_FAIL 1.822
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 2.000
+score PDS_OTHER_BAD_TLD 1.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.435
+score RAND_MKTG_HEADER 2.000
+score RATWARE_NO_RDNS 1.119
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD 3.000
-score REPTO_419_FRAUD_GM 2.497
-score RISK_FREE 1.801
-score SCC_BOGUS_CTE_1 3.357
-score SCC_CANSPAM_1 1.623
+score REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 2.326
+score RISK_FREE 0.600
+score SCC_BOGUS_CTE_1 3.349
+score SCC_CANSPAM_1 1.155
score SCC_CANSPAM_2 1.271
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.399
+score SCC_SPAMMER_ADDR_2 2.283
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.358
-score SHORT_IMG_SUSP_NTLD 1.214
+score SHORTENER_SHORT_IMG 1.356
+score SHORT_IMG_SUSP_NTLD 1.499
score SHORT_SHORTNER 0.001
-score SPOOFED_FREEMAIL 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.474
+score SPOOFED_FREEM_REPTO 2.478
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 1.767
-score THIS_AD 1.044
-score THIS_IS_ADV_SUSP_NTLD 0.442
+score TEQF_USR_POLITE 1.770
+score THIS_AD 1.045
+score THIS_IS_ADV_SUSP_NTLD 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.591
+score TO_EQ_FM_DOM_HTML_IMG 2.599
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.961
+score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.906
+score TO_NO_BRKTS_HTML_IMG 1.883
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.001 # force non-zero
-score TO_NO_BRKTS_NORDNS_HTML 1.025
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.013
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.699
-score TVD_FROM_1 0.999
score TVD_PH_7 2.999
-score TVD_SPACE_ENCODED 2.283
+score TVD_SPACE_ENCODED 2.285
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 2.138
-score UNDISC_FREEM 2.899
+score TVD_SUBJ_NUM_OBFU_MINFP 1.017
+score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.299
-score UNICODE_OBFU_ASC 2.097
+score UNICODE_OBFU_ASC 2.105
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.099
-score URI_GOOG_STO_SPAMMY 3.000
-score URI_IMG_CWINDOWSNET 3.195
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 3.197
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 0.794
+score URI_PHISH 0.816
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.101
+score URI_WP_HACKED 3.100
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 1.386
-score VISTA_TONOM_EQ_TOLOC 0.286
+score VISTA_COST 1.786
+score VISTA_TONOM_EQ_TOLOC 0.082
score WIKI_IMG 3.099
-score WORD_INVIS 1.898
-score WORD_INVIS_MANY 3.000
-score XFER_LOTSA_MONEY 0.001
+score WORD_INVIS 1.892
+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 2.343
+score XM_RECPTID 2.369
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 1.039
+score XPRIO_SHORT_SUBJ 1.411
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.976
+score YOU_INHERIT 1.794
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -361,12 +362,10 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 1.000
-score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1917085&r1=1917084&r2=1917085&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Apr 18 02:55:07 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 555864 62.471% (99.456% of non-spam corpus)
-# Correctly spam: 255599 28.726% (77.246% of spam corpus)
-# False positives: 3039 0.342% (0.544% of nonspam, 55696 weighted)
-# False negatives: 75292 8.462% (22.754% of spam, 142349 weighted)
-# Average score for spam: 7.5 nonspam: 0.4
-# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 889794 100.00%
+# Correctly non-spam: 560610 62.277% (99.454% of non-spam corpus)
+# Correctly spam: 260468 28.935% (77.407% of spam corpus)
+# False positives: 3079 0.342% (0.546% of nonspam, 56975 weighted)
+# False negatives: 76024 8.445% (22.593% of spam, 139768 weighted)
+# Average score for spam: 7.3 nonspam: 0.4
+# Average for false-pos: 6.2 false-neg: 1.8
+# TOTAL: 900181 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69439 99.46%
-# Correctly spam: 32038 77.68%
-# False positives: 380 0.54%
-# False negatives: 9205 22.32%
-# TCR(l=50): 1.462258 SpamRecall: 77.681% SpamPrec: 98.828%
+# Correctly non-spam: 69998 99.44%
+# Correctly spam: 32638 77.81%
+# False positives: 395 0.56%
+# False negatives: 9310 22.19%
+# TCR(l=50): 1.443496 SpamRecall: 77.806% SpamPrec: 98.804%
##### 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: 549650 98.34%
-# Correctly spam: 125071 37.80%
-# False positives: 9253 1.66%
-# False negatives: 205820 62.20%
-# TCR(l=50): 0.494998 SpamRecall: 37.798% SpamPrec: 93.111%
+# Correctly non-spam: 554323 98.34%
+# Correctly spam: 128063 38.06%
+# False positives: 9366 1.66%
+# False negatives: 208429 61.94%
+# TCR(l=50): 0.497233 SpamRecall: 38.058% SpamPrec: 93.185%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 68653 98.33%
-# Correctly spam: 15862 38.46%
-# False positives: 1166 1.67%
-# False negatives: 25381 61.54%
-# TCR(l=50): 0.492860 SpamRecall: 38.460% SpamPrec: 93.152%
+# Correctly non-spam: 69162 98.25%
+# Correctly spam: 15934 37.99%
+# False positives: 1231 1.75%
+# False negatives: 26014 62.01%
+# TCR(l=50): 0.479055 SpamRecall: 37.985% SpamPrec: 92.828%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1917085&r1=1917084&r2=1917085&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Apr 18 02:55:07 2024
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 552057 61.987% (99.569% of non-spam corpus)
-# Correctly spam: 282085 31.674% (83.917% of spam corpus)
-# False positives: 2392 0.269% (0.431% of nonspam, 104476 weighted)
-# False negatives: 54061 6.070% (16.083% of spam, 89026 weighted)
-# Average score for spam: 12.0 nonspam: -1.4
+# Correctly non-spam: 552060 61.988% (99.569% of non-spam corpus)
+# Correctly spam: 281973 31.661% (83.884% of spam corpus)
+# False positives: 2389 0.268% (0.431% of nonspam, 104579 weighted)
+# False negatives: 54173 6.083% (16.116% of spam, 88855 weighted)
+# Average score for spam: 12.1 nonspam: -1.5
# Average for false-pos: 7.2 false-neg: 1.6
# TOTAL: 890595 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 68942 99.55%
-# Correctly spam: 35227 84.06%
+# Correctly spam: 35221 84.05%
# False positives: 313 0.45%
-# False negatives: 6678 15.94%
-# TCR(l=50): 1.876791 SpamRecall: 84.064% SpamPrec: 99.119%
+# False negatives: 6683 15.95%
+# TCR(l=50): 1.876327 SpamRecall: 84.052% SpamPrec: 99.119%
##### 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: 552334 99.62%
-# Correctly spam: 178223 53.02%
+# Correctly spam: 178410 53.08%
# False positives: 2115 0.38%
-# False negatives: 157923 46.98%
-# TCR(l=50): 1.274859 SpamRecall: 53.020% SpamPrec: 98.827%
+# False negatives: 157736 46.92%
+# TCR(l=50): 1.275764 SpamRecall: 53.075% SpamPrec: 98.828%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 69003 99.64%
-# Correctly spam: 22286 53.18%
+# Correctly spam: 22182 52.94%
# False positives: 252 0.36%
-# False negatives: 19619 46.82%
-# TCR(l=50): 1.300630 SpamRecall: 53.182% SpamPrec: 98.882%
+# False negatives: 19722 47.06%
+# TCR(l=50): 1.296454 SpamRecall: 52.935% SpamPrec: 98.877%