Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916434&r1=1916433&r2=1916434&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Mar 20 02:50:17 2024
@@ -1,251 +1,243 @@
-# Using score set 0 logs for revision 1916382 from:
-# ham-ena-week0.r1916382.log ham-ena-week1.r1916382.log ham-ena-week2.r1916382.log ham-ena-week4.r1916382.log ham-giovanni-ham.r1916382.log ham-giovanni-spammy.r1916382.log ham-giovanni-spam.r1916382.log ham-grenier.r1916382.log ham-hege.r1916382.log ham-jhardin.r1916382.log ham-llanga.r1916382.log ham-mmiroslaw-mails-ham.r1916382.log ham-mmiroslaw-mails-spam.r1916382.log ham-spamsponge.r1916382.log ham-tsz-corpus.r1916382.log ham-whyscream.r1916382.log spam-ena-week0.r1916382.log spam-ena-week1.r1916382.log spam-ena-week2.r1916382.log spam-ena-week4.r1916382.log spam-giovanni-ham.r1916382.log spam-giovanni-spammy.r1916382.log spam-giovanni-spam.r1916382.log spam-grenier.r1916382.log spam-hege.r1916382.log spam-jhardin.r1916382.log spam-llanga.r1916382.log spam-mmiroslaw-mails-ham.r1916382.log spam-mmiroslaw-mails-spam.r1916382.log spam-spamsponge.r1916382.log spam-tsz-corpus.r1916382.log spam-whyscream.r1916382.log
+# Using score set 0 logs for revision 1916412 from:
+# ham-ena-week0.r1916412.log ham-ena-week1.r1916412.log ham-ena-week2.r1916412.log ham-ena-week3.r1916412.log ham-ena-week4.r1916412.log ham-giovanni-ham.r1916412.log ham-giovanni-spammy.r1916412.log ham-giovanni-spam.r1916412.log ham-grenier.r1916412.log ham-hege.r1916412.log ham-jhardin.r1916412.log ham-llanga.r1916412.log ham-mmiroslaw-mails-ham.r1916412.log ham-mmiroslaw-mails-spam.r1916412.log ham-spamsponge.r1916412.log ham-tsz-corpus.r1916412.log ham-whyscream.r1916412.log spam-ena-week0.r1916412.log spam-ena-week1.r1916412.log spam-ena-week2.r1916412.log spam-ena-week3.r1916412.log spam-ena-week4.r1916412.log spam-giovanni-ham.r1916412.log spam-giovanni-spammy.r1916412.log spam-giovanni-spam.r1916412.log spam-grenier.r1916412.log spam-hege.r1916412.log spam-jhardin.r1916412.log spam-llanga.r1916412.log spam-mmiroslaw-mails-ham.r1916412.log spam-mmiroslaw-mails-spam.r1916412.log spam-spamsponge.r1916412.log spam-tsz-corpus.r1916412.log spam-whyscream.r1916412.log
-score ACCT_PHISHING_MANY 2.528
+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 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.161
-score ADVANCE_FEE_2_NEW_MONEY 0.886
-score ADVANCE_FEE_3_NEW 3.000
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.371
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.497
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.381
+score ADMITS_SPAM 2.701
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.504
+score ADVANCE_FEE_2_NEW_MONEY 0.001
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.840
+score ADVANCE_FEE_3_NEW_MONEY 0.201
+score ADVANCE_FEE_4_NEW 3.449
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.891
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_5_NEW_MONEY 0.497
-score AD_PREFS 0.410
+score AD_PREFS 0.224
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 3.299
+score AXB_X_FF_SEZ_S 3.199
score BIGNUM_EMAILS_FREEM 0.001
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 3.207
-score BITCOIN_MALWARE 3.154
-score BITCOIN_ONAN 2.999
+score BITCOIN_EXTORT_01 4.953
+score BITCOIN_MALWARE 2.535
+score BITCOIN_ONAN 0.672
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 3.500
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_SPAM_07 3.499
+score BITCOIN_SPAM_09 1.500
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.072
+score BODY_SINGLE_URI 1.400
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.084
+score BOGUS_MSM_HDRS 1.791
score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
score DATE_IN_FUTURE_Q_PLUS 3.799
-score DEAR_BENEFICIARY 3.400
+score DEAR_BENEFICIARY 3.399
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.701
-score FBI_SPOOF 1.999
-score FILL_THIS_FORM 0.483
-score FONT_INVIS_DIRECT 0.001 # force non-zero
+score ENCRYPTED_MESSAGE -1.000
+score END_FUTURE_EMAILS 2.500
+score FBI_MONEY 1.258
+score FBI_SPOOF 1.401
+score FILL_THIS_FORM 0.486
+score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.651
+score FONT_INVIS_POSTEXTRAS 2.654
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.601
-score FORM_FRAUD_5 3.699
+score FORM_FRAUD_3 0.621
+score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_IN_TO_AND_SUBJ 2.199
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 1.659
-score FROM_MISSP_EH_MATCH 1.681
-score FROM_MISSP_FREEMAIL 3.599
+score FROM_MISSPACED 0.001
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 1.204
+score FROM_MISSP_FREEMAIL 3.600
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.913
+score FROM_MISSP_PHISH 0.295
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.098
+score FROM_MISSP_TO_UNDISC 1.715
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_MISSP_XPRIO 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.351
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 1.502
+score FROM_WSP_TRAIL 2.599
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 0.805
-score FUZZY_PRIVACY 2.699
+score FUZZY_IMPORTANT 0.926
+score FUZZY_PRIVACY 2.700
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 1.734
-score GB_CUSTOM_HTM_URI 1.037
-score GB_FAKE_RF_SHORT 1.937
+score GB_BITCOIN_CP 2.999
+score GB_CUSTOM_HTM_URI 1.044
+score GB_FAKE_RF_SHORT 1.939
score GB_FREEMAIL_DISPTO 0.001
score GOOG_MALWARE_DNLD 4.898
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.500
-score GOOG_STO_IMG_HTML 2.506
+score GOOG_REDIR_NORDNS 2.494
+score GOOG_STO_IMG_HTML 2.502
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 0.305
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 0.303
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.179
+score HDR_ORDER_FTSDMCXX_NORDNS 2.910
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.316
+score HK_NAME_FM_MR_MRS 1.315
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.155
-score HK_WIN 0.017
+score HK_SCAM 0.001
+score HK_WIN 0.001
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.371
+score HOSTED_IMG_FREEM 1.372
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
-score HTML_ENTITY_ASCII 3.000
-score HTML_FONT_TINY_NORDNS 2.000
+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 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.351
-score HTML_TEXT_INVISIBLE_STYLE 0.599
+score HTML_TEXT_INVISIBLE_FONT 1.183
+score HTML_TEXT_INVISIBLE_STYLE 0.495
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.899
-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 1.277
-score LONG_INVISIBLE_TEXT 1.787
+score LONG_IMG_URI 1.318
+score LONG_INVISIBLE_TEXT 1.786
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.656
-score MALWARE_NORDNS 1.689
-score MANY_SUBDOM 3.200
+score MALFORMED_FREEMAIL 1.709
+score MALWARE_NORDNS 2.021
+score MANY_SUBDOM 3.199
score MAY_BE_FORGED 1.899
-score MILLION_HUNDRED 0.001 # force non-zero
-score MILLION_USD 0.765
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.899
+score MIXED_ES 1.999
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.594
-score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_3 2.899
+score MONEY_FRAUD_5 0.001 # force non-zero
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.999
+score MONEY_FREEMAIL_REPTO 2.837
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 0.488
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.492
+score MSGID_NOFQDN1 1.188
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -3.518
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 1.499
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 0.400
-score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_HP_HELO_NORDNS 0.999
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 1.098
+score PDS_FROM_NAME_TO_DOMAIN 1.300
+score PDS_HP_HELO_NORDNS 1.000
score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.499
+score PHP_SCRIPT 2.500
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.303
-score REPTO_419_FRAUD_GM 1.890
+score RATWARE_NO_RDNS 2.206
+score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.599
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BOGUS_CTE_1 3.331
-score SCC_CANSPAM_1 2.810
-score SCC_CANSPAM_2 2.953
+score SCC_BOGUS_CTE_1 3.834
+score SCC_CANSPAM_1 2.769
+score SCC_CANSPAM_2 2.633
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.111
+score SCC_SPAMMER_ADDR_2 3.223
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.352
+score SHORT_IMG_SUSP_NTLD 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.364
+score SPOOFED_FREEMAIL_NO_RDNS 0.351
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.999
-score STY_INVIS_DIRECT 2.500
-score SUBJ_ATTENTION 0.500
-score SUSP_UTF8_WORD_COMBO 1.490
+score STATIC_XPRIO_OLE 1.418
+score STY_INVIS_DIRECT 2.499
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_COMBO 1.492
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.890
-score SUSP_UTF8_WORD_SUBJ 1.367
+score SUSP_UTF8_WORD_MANY 1.509
+score SUSP_UTF8_WORD_SUBJ 1.747
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.943
-score THIS_IS_ADV_SUSP_NTLD 0.957
+score THIS_AD 1.937
+score THIS_IS_ADV_SUSP_NTLD 1.197
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_ONLY 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.710
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_IMG 2.000
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.751
+score TO_NO_BRKTS_MSFT 1.155
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TRANSFORM_LIFE 2.500
-score TVD_DOLLARS_US 0.025
+score TVD_DOLLARS_US 2.599
score TVD_FROM_1 0.999
-score TVD_PH_7 2.499
+score TVD_PH_7 2.599
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.296
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.999
+score TVD_SPACE_RATIO_MINFP 1.600
+score UNDISC_FREEM 2.799
+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_CLOUDFLAREIPFS 2.499
-score URI_DOTEDU 2.000
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.135
-score URI_ONLY_MSGID_MALF 0.031
-score URI_PHISH 3.786
+score URI_IMG_CWINDOWSNET 3.131
+score URI_ONLY_MSGID_MALF 0.393
+score URI_PHISH 2.412
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.059
-score VISTA_COST 0.501
-score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.581
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.235
-score XM_LIGHT_HEAVY 2.500
-score XM_RANDOM 2.500
+score VFY_ACCT_NORDNS 2.498
+score VISTA_COST 0.896
+score VISTA_TONOM_EQ_TOLOC 2.500
+score WORD_INVIS 1.574
+score WORD_INVIS_MANY 3.000
+score XFER_LOTSA_MONEY 0.001
+score XM_LIGHT_HEAVY 2.499
+score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.499
+score XPRIO 0.500
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.097
+score YOU_INHERIT 0.113
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -287,6 +279,7 @@ score DOTGOV_IMAGE 1.0
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
+score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
@@ -306,7 +299,6 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -327,7 +319,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -337,6 +328,7 @@ score MONERO_EXTORT_01 1.0
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
score MSGID_DOLLARS_URI_IMG 1.000
+score MSGID_HDR_MALF 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916434&r1=1916433&r2=1916434&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Mar 20 02:50:17 2024
@@ -1,271 +1,269 @@
# Using score set 1 logs for revision 1916360 from:
# ham-net-ena-week0.r1916360.log ham-net-ena-week1.r1916360.log ham-net-ena-week2.r1916360.log ham-net-ena-week3.r1916360.log ham-net-ena-week4.r1916360.log ham-net-giovanni-ham.r1916360.log ham-net-giovanni-spammy.r1916360.log ham-net-giovanni-spam.r1916360.log ham-net-grenier.r1916360.log ham-net-hege.r1916360.log ham-net-jhardin.r1916360.log ham-net-llanga.r1916360.log ham-net-mmiroslaw-mails-ham.r1916360.log ham-net-mmiroslaw-mails-spam.r1916360.log ham-net-spamsponge.r1916360.log ham-net-tsz-corpus.r1916360.log ham-net-whyscream.r1916360.log spam-net-ena-week0.r1916360.log spam-net-ena-week1.r1916360.log spam-net-ena-week2.r1916360.log spam-net-ena-week3.r1916360.log spam-net-ena-week4.r1916360.log spam-net-giovanni-ham.r1916360.log spam-net-giovanni-spammy.r1916360.log spam-net-giovanni-spam.r1916360.log spam-net-grenier.r1916360.log spam-net-hege.r1916360.log spam-net-jhardin.r1916360.log spam-net-llanga.r1916360.log spam-net-mmiroslaw-mails-ham.r1916360.log spam-net-mmirosla
w-mails-spam.r1916360.log spam-net-spamsponge.r1916360.log spam-net-tsz-corpus.r1916360.log spam-net-whyscream.r1916360.log
-score ACCT_PHISHING_MANY 2.982
+score ACCT_PHISHING_MANY 2.791
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 0.825
-score ADMITS_SPAM 3.100
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.369
+score AC_POST_EXTRAS 0.800
+score ADMITS_SPAM 3.099
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.266
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.854
-score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW 3.262
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.836
+score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.644
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.155
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.608
-score AD_PREFS 0.304
+score ADVANCE_FEE_5_NEW_MONEY 0.849
+score AD_PREFS 0.379
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 1.452
-score BITCOIN_EXTORT_01 2.000
-score BITCOIN_MALWARE 0.634
-score BITCOIN_ONAN 2.521
-score BITCOIN_SPAM_02 1.269
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_05 2.053
-score BITCOIN_SPAM_07 2.758
+score BITCOIN_DEADLINE 1.775
+score BITCOIN_EXTORT_01 2.001
+score BITCOIN_MALWARE 3.003
+score BITCOIN_ONAN 1.082
+score BITCOIN_SPAM_02 1.755
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 1.918
+score BITCOIN_SPAM_07 2.161
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.758
+score BITCOIN_VISTA 3.346
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 1.739
-score BOGUS_MSM_HDRS 1.478
+score BODY_URI_ONLY 0.703
+score BOGUS_MIME_VERSION 2.335
+score BOGUS_MSM_HDRS 2.217
score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.500
+score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 3.170
+score DATE_IN_FUTURE_Q_PLUS 3.257
score DEAR_BENEFICIARY 3.299
-score DKIMWL_WL_HIGH -0.422
+score DKIMWL_WL_HIGH -0.417
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 1.603
-score FBI_SPOOF 1.201
+score FBI_MONEY 0.050
+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 2.499
-score FONT_INVIS_NORDNS 1.218
-score FONT_INVIS_POSTEXTRAS 2.969
+score FONT_INVIS_NORDNS 1.228
+score FONT_INVIS_POSTEXTRAS 2.978
score FORGED_SPF_HELO 1.899
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.428
-score FORM_FRAUD_5 0.989
+score FORM_FRAUD_3 2.254
+score FORM_FRAUD_5 2.254
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROM_ADDR_WS 0.001
score FROM_BANK_NOAUTH 0.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 1.295
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.343
+score FROM_IN_TO_AND_SUBJ 1.775
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.841
-score FROM_MISSP_EH_MATCH 0.778
+score FROM_MISSP_DYNIP 0.652
+score FROM_MISSP_EH_MATCH 0.775
score FROM_MISSP_FREEMAIL 3.499
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.789
-score FROM_MISSP_REPLYTO 0.549
-score FROM_MISSP_SPF_FAIL 1.694
-score FROM_MISSP_TO_UNDISC 2.080
+score FROM_MISSP_PHISH 1.726
+score FROM_MISSP_REPLYTO 0.739
+score FROM_MISSP_SPF_FAIL 1.026
+score FROM_MISSP_TO_UNDISC 0.949
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.067
-score FROM_PAYPAL_SPOOF 1.600
+score FROM_NTLD_REPLY_FREEMAIL 1.272
+score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 0.452
+score FROM_WSP_TRAIL 0.455
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.399
score FUZZY_CLICK_HERE 3.299
-score FUZZY_IMPORTANT 1.912
+score FUZZY_IMPORTANT 2.087
score FUZZY_PRIVACY 2.599
score FUZZY_SECURITY 2.799
-score FUZZY_WALLET 0.259
+score FUZZY_WALLET 0.251
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 4.721
-score GOOG_MALWARE_DNLD 3.497
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_HASHBL_BTC 4.802
+score GOOG_MALWARE_DNLD 3.491
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.028
-score GOOG_STO_NOIMG_HTML 2.980
-score HDRS_LCASE_IMGONLY 0.099
+score GOOG_STO_IMG_HTML 2.024
+score GOOG_STO_NOIMG_HTML 2.999
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 1.044
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 1.297
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.904
+score HK_NAME_FM_MR_MRS 0.901
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.001 # force non-zero
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_ENVFROM 0.001
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HK_WIN 0.920
-score HOSTED_IMG_DIRECT_MX 3.198
-score HOSTED_IMG_FREEM 1.047
+score HK_WIN 0.823
+score HOSTED_IMG_DIRECT_MX 2.593
+score HOSTED_IMG_FREEM 1.048
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.001
+score HREF_EMPTY_NORDNS 0.001 # force non-zero
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.018
-score HTML_OFF_PAGE 2.814
-score HTML_SINGLET_MANY 2.361
-score HTML_TAG_BALANCE_CENTER 3.093
+score HTML_FONT_TINY_NORDNS 0.001
+score HTML_OFF_PAGE 2.105
+score HTML_SINGLET_MANY 2.359
+score HTML_TAG_BALANCE_CENTER 3.099
score HTML_TEXT_INVISIBLE_FONT 0.054
-score HTML_TEXT_INVISIBLE_STYLE 1.079
+score HTML_TEXT_INVISIBLE_STYLE 1.064
score IMG_ONLY_FM_DOM_INFO 2.500
score KHOP_HELO_FCRDNS 0.001
-score LIST_PARTIAL_SHORT_MSG 1.544
+score LIST_PARTIAL_SHORT_MSG 1.542
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.141
-score LONG_IMG_URI 1.104
-score LONG_INVISIBLE_TEXT 2.089
-score LOTS_OF_MONEY 0.009
-score LOTTO_AGENT 0.001
+score LONG_HEX_URI 2.146
+score LONG_IMG_URI 1.102
+score LONG_INVISIBLE_TEXT 2.096
+score LOTS_OF_MONEY 0.010
+score LOTTO_AGENT 0.001 # force non-zero
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.319
-score MALWARE_NORDNS 2.099
+score MALFORMED_FREEMAIL 1.329
+score MALWARE_NORDNS 0.824
score MANY_SUBDOM 3.099
score MAY_BE_FORGED 2.199
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.588
-score MIMEOLE_DIRECT_TO_MX 1.671
+score MILLION_USD 1.589
+score MIMEOLE_DIRECT_TO_MX 0.464
score MIME_NO_TEXT 1.999
score MIXED_ES 1.899
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.785
+score MONEY_FORM_SHORT 0.001 # force non-zero
+score MONEY_FRAUD_3 1.565
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.087
+score MONEY_FREEMAIL_REPTO 1.086
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.500
+score MONEY_NOHTML 2.499
score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 2.193
+score MSGID_NOFQDN1 2.198
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.417
-score NORDNS_LOW_CONTRAST 1.423
-score NO_FM_NAME_IP_HOSTN 0.001
+score NICE_REPLY_A -0.399
+score NORDNS_LOW_CONTRAST 1.435
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
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 0.387
+score PDS_BTC_MSGID 0.593
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.127
-score PDS_FROM_NAME_TO_DOMAIN 0.872
+score PDS_FRNOM_TODOM_NAKED_TO 0.718
+score PDS_FROM_NAME_TO_DOMAIN 0.535
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.462
+score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.378
+score RATWARE_NO_RDNS 2.731
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 1.444
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score REPTO_419_FRAUD_GM 2.219
score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.599
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BOGUS_CTE_1 3.715
-score SCC_CANSPAM_1 2.390
+score SCC_BOGUS_CTE_1 3.741
+score SCC_CANSPAM_1 2.481
score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 0.777
+score SCC_CTMPP 1.767
score SCC_ISEMM_LID_1B 1.499
score SCC_SPAMMER_ADDR_2 3.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.755
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORTENER_SHORT_IMG 1.740
+score SHORT_IMG_SUSP_NTLD 0.118
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.246
-score STY_INVIS_DIRECT 0.754
+score STATIC_XPRIO_OLE 1.265
+score STY_INVIS_DIRECT 0.753
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 2.222
+score SUSP_UTF8_WORD_COMBO 2.289
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.458
-score SUSP_UTF8_WORD_SUBJ 0.794
-score TEQF_USR_POLITE 1.991
-score THIS_AD 1.120
-score THIS_IS_ADV_SUSP_NTLD 0.921
+score SUSP_UTF8_WORD_MANY 0.391
+score SUSP_UTF8_WORD_SUBJ 0.792
+score TEQF_USR_POLITE 1.994
+score THIS_AD 1.118
+score THIS_IS_ADV_SUSP_NTLD 1.499
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 1.485
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.718
+score TO_NAME_SUBJ_NO_RDNS 2.069
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.793
+score TO_NO_BRKTS_HTML_IMG 1.783
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.427
-score TO_NO_BRKTS_NORDNS_HTML 1.508
-score TO_NO_BRKTS_PCNT 2.402
-score TRANSFORM_LIFE 2.499
-score TVD_DOLLARS_US 1.570
-score TVD_FROM_1 0.999
+score TO_NO_BRKTS_MSFT 1.417
+score TO_NO_BRKTS_NORDNS_HTML 1.268
+score TO_NO_BRKTS_PCNT 2.396
+score TVD_DOLLARS_US 1.758
+score TVD_FROM_1 1.000
score TVD_PH_7 2.399
-score TVD_SPACE_ENCODED 1.255
+score TVD_SPACE_ENCODED 1.261
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 URI_AZURE_CLOUDAPP 3.000
-score URI_CLOUDFLAREIPFS 2.500
+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 3.200
+score URI_IMG_CWINDOWSNET 3.199
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.909
+score URI_PHISH 2.903
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.500
+score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.426
-score VISTA_COST 2.295
-score VISTA_TONOM_EQ_TOLOC 0.384
-score WORD_INVIS 1.898
+score VFY_ACCT_NORDNS 2.383
+score VISTA_COST 1.636
+score VISTA_TONOM_EQ_TOLOC 0.386
+score WORD_INVIS 1.893
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 2.891
+score XM_RECPTID 2.888
score XPRIO 0.001
-score YOUR_DELIVERY_ADDRESS 1.250
-score YOU_INHERIT 1.338
+score YOUR_DELIVERY_ADDRESS 1.249
+score YOU_INHERIT 1.417
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=1916434&r1=1916433&r2=1916434&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Mar 20 02:50:17 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 505700 63.050% (99.423% of non-spam corpus)
-# Correctly spam: 214501 26.744% (73.101% of spam corpus)
-# False positives: 2934 0.366% (0.577% of nonspam, 51891 weighted)
-# False negatives: 78931 9.841% (26.899% of spam, 148448 weighted)
-# Average score for spam: 7.4 nonspam: 0.5
-# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 802066 100.00%
+# Correctly non-spam: 506618 62.969% (99.410% of non-spam corpus)
+# Correctly spam: 214999 26.723% (72.898% of spam corpus)
+# False positives: 3006 0.374% (0.590% of nonspam, 54156 weighted)
+# False negatives: 79934 9.935% (27.102% of spam, 149986 weighted)
+# Average score for spam: 7.4 nonspam: 0.4
+# Average for false-pos: 6.2 false-neg: 1.9
+# TOTAL: 804557 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63160 99.43%
-# Correctly spam: 26673 72.80%
-# False positives: 361 0.57%
-# False negatives: 9964 27.20%
-# TCR(l=50): 1.307810 SpamRecall: 72.803% SpamPrec: 98.665%
+# Correctly non-spam: 63301 99.45%
+# Correctly spam: 26685 72.50%
+# False positives: 347 0.55%
+# False negatives: 10124 27.50%
+# TCR(l=50): 1.339776 SpamRecall: 72.496% SpamPrec: 98.716%
##### 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: 499743 98.25%
-# Correctly spam: 129497 44.13%
-# False positives: 8891 1.75%
-# False negatives: 163935 55.87%
-# TCR(l=50): 0.482234 SpamRecall: 44.132% SpamPrec: 93.575%
+# Correctly non-spam: 500790 98.27%
+# Correctly spam: 129808 44.01%
+# False positives: 8834 1.73%
+# False negatives: 165125 55.99%
+# TCR(l=50): 0.486026 SpamRecall: 44.013% SpamPrec: 93.628%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62449 98.31%
-# Correctly spam: 16079 43.89%
-# False positives: 1072 1.69%
-# False negatives: 20558 56.11%
-# TCR(l=50): 0.494040 SpamRecall: 43.887% SpamPrec: 93.750%
+# Correctly non-spam: 62580 98.32%
+# Correctly spam: 16158 43.90%
+# False positives: 1068 1.68%
+# False negatives: 20651 56.10%
+# TCR(l=50): 0.497076 SpamRecall: 43.897% SpamPrec: 93.800%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916434&r1=1916433&r2=1916434&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Mar 20 02:50:17 2024
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 505170 63.875% (99.566% of non-spam corpus)
-# Correctly spam: 227859 28.811% (80.372% of spam corpus)
-# False positives: 2202 0.278% (0.434% of nonspam, 89812 weighted)
-# False negatives: 55648 7.036% (19.628% of spam, 100664 weighted)
-# Average score for spam: 12.3 nonspam: -1.1
+# Correctly non-spam: 505194 63.878% (99.571% of non-spam corpus)
+# Correctly spam: 227869 28.812% (80.375% of spam corpus)
+# False positives: 2178 0.275% (0.429% of nonspam, 89140 weighted)
+# False negatives: 55638 7.035% (19.625% of spam, 100527 weighted)
+# Average score for spam: 12.2 nonspam: -1.0
# Average for false-pos: 7.3 false-neg: 1.8
# TOTAL: 790879 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 63087 99.56%
-# Correctly spam: 28382 80.05%
+# Correctly spam: 28378 80.04%
# False positives: 278 0.44%
-# False negatives: 7074 19.95%
-# TCR(l=50): 1.690474 SpamRecall: 80.049% SpamPrec: 99.030%
+# False negatives: 7078 19.96%
+# TCR(l=50): 1.690152 SpamRecall: 80.037% 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=1916434&r1=1916433&r2=1916434&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Mar 20 02:50:17 2024
@@ -1,251 +1,243 @@
-# Using score set 0 logs for revision 1916382 from:
-# ham-ena-week0.r1916382.log ham-ena-week1.r1916382.log ham-ena-week2.r1916382.log ham-ena-week4.r1916382.log ham-giovanni-ham.r1916382.log ham-giovanni-spammy.r1916382.log ham-giovanni-spam.r1916382.log ham-grenier.r1916382.log ham-hege.r1916382.log ham-jhardin.r1916382.log ham-llanga.r1916382.log ham-mmiroslaw-mails-ham.r1916382.log ham-mmiroslaw-mails-spam.r1916382.log ham-spamsponge.r1916382.log ham-tsz-corpus.r1916382.log ham-whyscream.r1916382.log spam-ena-week0.r1916382.log spam-ena-week1.r1916382.log spam-ena-week2.r1916382.log spam-ena-week4.r1916382.log spam-giovanni-ham.r1916382.log spam-giovanni-spammy.r1916382.log spam-giovanni-spam.r1916382.log spam-grenier.r1916382.log spam-hege.r1916382.log spam-jhardin.r1916382.log spam-llanga.r1916382.log spam-mmiroslaw-mails-ham.r1916382.log spam-mmiroslaw-mails-spam.r1916382.log spam-spamsponge.r1916382.log spam-tsz-corpus.r1916382.log spam-whyscream.r1916382.log
+# Using score set 0 logs for revision 1916412 from:
+# ham-ena-week0.r1916412.log ham-ena-week1.r1916412.log ham-ena-week2.r1916412.log ham-ena-week3.r1916412.log ham-ena-week4.r1916412.log ham-giovanni-ham.r1916412.log ham-giovanni-spammy.r1916412.log ham-giovanni-spam.r1916412.log ham-grenier.r1916412.log ham-hege.r1916412.log ham-jhardin.r1916412.log ham-llanga.r1916412.log ham-mmiroslaw-mails-ham.r1916412.log ham-mmiroslaw-mails-spam.r1916412.log ham-spamsponge.r1916412.log ham-tsz-corpus.r1916412.log ham-whyscream.r1916412.log spam-ena-week0.r1916412.log spam-ena-week1.r1916412.log spam-ena-week2.r1916412.log spam-ena-week3.r1916412.log spam-ena-week4.r1916412.log spam-giovanni-ham.r1916412.log spam-giovanni-spammy.r1916412.log spam-giovanni-spam.r1916412.log spam-grenier.r1916412.log spam-hege.r1916412.log spam-jhardin.r1916412.log spam-llanga.r1916412.log spam-mmiroslaw-mails-ham.r1916412.log spam-mmiroslaw-mails-spam.r1916412.log spam-spamsponge.r1916412.log spam-tsz-corpus.r1916412.log spam-whyscream.r1916412.log
-score ACCT_PHISHING_MANY 2.528
+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 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.161
-score ADVANCE_FEE_2_NEW_MONEY 0.886
-score ADVANCE_FEE_3_NEW 3.000
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.371
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.497
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.381
+score ADMITS_SPAM 2.701
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.504
+score ADVANCE_FEE_2_NEW_MONEY 0.001
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.840
+score ADVANCE_FEE_3_NEW_MONEY 0.201
+score ADVANCE_FEE_4_NEW 3.449
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.891
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_5_NEW_MONEY 0.497
-score AD_PREFS 0.410
+score AD_PREFS 0.224
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 3.299
+score AXB_X_FF_SEZ_S 3.199
score BIGNUM_EMAILS_FREEM 0.001
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 3.207
-score BITCOIN_MALWARE 3.154
-score BITCOIN_ONAN 2.999
+score BITCOIN_EXTORT_01 4.953
+score BITCOIN_MALWARE 2.535
+score BITCOIN_ONAN 0.672
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 3.500
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_SPAM_07 3.499
+score BITCOIN_SPAM_09 1.500
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.072
+score BODY_SINGLE_URI 1.400
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.084
+score BOGUS_MSM_HDRS 1.791
score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
score DATE_IN_FUTURE_Q_PLUS 3.799
-score DEAR_BENEFICIARY 3.400
+score DEAR_BENEFICIARY 3.399
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.701
-score FBI_SPOOF 1.999
-score FILL_THIS_FORM 0.483
-score FONT_INVIS_DIRECT 0.001 # force non-zero
+score ENCRYPTED_MESSAGE -1.000
+score END_FUTURE_EMAILS 2.500
+score FBI_MONEY 1.258
+score FBI_SPOOF 1.401
+score FILL_THIS_FORM 0.486
+score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.651
+score FONT_INVIS_POSTEXTRAS 2.654
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.601
-score FORM_FRAUD_5 3.699
+score FORM_FRAUD_3 0.621
+score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_IN_TO_AND_SUBJ 2.199
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 1.659
-score FROM_MISSP_EH_MATCH 1.681
-score FROM_MISSP_FREEMAIL 3.599
+score FROM_MISSPACED 0.001
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 1.204
+score FROM_MISSP_FREEMAIL 3.600
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.913
+score FROM_MISSP_PHISH 0.295
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.098
+score FROM_MISSP_TO_UNDISC 1.715
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_MISSP_XPRIO 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.351
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 1.502
+score FROM_WSP_TRAIL 2.599
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 0.805
-score FUZZY_PRIVACY 2.699
+score FUZZY_IMPORTANT 0.926
+score FUZZY_PRIVACY 2.700
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 1.734
-score GB_CUSTOM_HTM_URI 1.037
-score GB_FAKE_RF_SHORT 1.937
+score GB_BITCOIN_CP 2.999
+score GB_CUSTOM_HTM_URI 1.044
+score GB_FAKE_RF_SHORT 1.939
score GB_FREEMAIL_DISPTO 0.001
score GOOG_MALWARE_DNLD 4.898
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.500
-score GOOG_STO_IMG_HTML 2.506
+score GOOG_REDIR_NORDNS 2.494
+score GOOG_STO_IMG_HTML 2.502
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 0.305
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 0.303
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.179
+score HDR_ORDER_FTSDMCXX_NORDNS 2.910
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.316
+score HK_NAME_FM_MR_MRS 1.315
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.155
-score HK_WIN 0.017
+score HK_SCAM 0.001
+score HK_WIN 0.001
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.371
+score HOSTED_IMG_FREEM 1.372
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
-score HTML_ENTITY_ASCII 3.000
-score HTML_FONT_TINY_NORDNS 2.000
+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 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.351
-score HTML_TEXT_INVISIBLE_STYLE 0.599
+score HTML_TEXT_INVISIBLE_FONT 1.183
+score HTML_TEXT_INVISIBLE_STYLE 0.495
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.899
-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 1.277
-score LONG_INVISIBLE_TEXT 1.787
+score LONG_IMG_URI 1.318
+score LONG_INVISIBLE_TEXT 1.786
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.656
-score MALWARE_NORDNS 1.689
-score MANY_SUBDOM 3.200
+score MALFORMED_FREEMAIL 1.709
+score MALWARE_NORDNS 2.021
+score MANY_SUBDOM 3.199
score MAY_BE_FORGED 1.899
-score MILLION_HUNDRED 0.001 # force non-zero
-score MILLION_USD 0.765
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.899
+score MIXED_ES 1.999
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.594
-score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_3 2.899
+score MONEY_FRAUD_5 0.001 # force non-zero
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.999
+score MONEY_FREEMAIL_REPTO 2.837
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 0.488
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.492
+score MSGID_NOFQDN1 1.188
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -3.518
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 1.499
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 0.400
-score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_HP_HELO_NORDNS 0.999
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 1.098
+score PDS_FROM_NAME_TO_DOMAIN 1.300
+score PDS_HP_HELO_NORDNS 1.000
score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.499
+score PHP_SCRIPT 2.500
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.303
-score REPTO_419_FRAUD_GM 1.890
+score RATWARE_NO_RDNS 2.206
+score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.599
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BOGUS_CTE_1 3.331
-score SCC_CANSPAM_1 2.810
-score SCC_CANSPAM_2 2.953
+score SCC_BOGUS_CTE_1 3.834
+score SCC_CANSPAM_1 2.769
+score SCC_CANSPAM_2 2.633
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.111
+score SCC_SPAMMER_ADDR_2 3.223
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.352
+score SHORT_IMG_SUSP_NTLD 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.364
+score SPOOFED_FREEMAIL_NO_RDNS 0.351
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.999
-score STY_INVIS_DIRECT 2.500
-score SUBJ_ATTENTION 0.500
-score SUSP_UTF8_WORD_COMBO 1.490
+score STATIC_XPRIO_OLE 1.418
+score STY_INVIS_DIRECT 2.499
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_COMBO 1.492
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.890
-score SUSP_UTF8_WORD_SUBJ 1.367
+score SUSP_UTF8_WORD_MANY 1.509
+score SUSP_UTF8_WORD_SUBJ 1.747
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.943
-score THIS_IS_ADV_SUSP_NTLD 0.957
+score THIS_AD 1.937
+score THIS_IS_ADV_SUSP_NTLD 1.197
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_ONLY 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.710
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_IMG 2.000
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.751
+score TO_NO_BRKTS_MSFT 1.155
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TRANSFORM_LIFE 2.500
-score TVD_DOLLARS_US 0.025
+score TVD_DOLLARS_US 2.599
score TVD_FROM_1 0.999
-score TVD_PH_7 2.499
+score TVD_PH_7 2.599
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.296
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.999
+score TVD_SPACE_RATIO_MINFP 1.600
+score UNDISC_FREEM 2.799
+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_CLOUDFLAREIPFS 2.499
-score URI_DOTEDU 2.000
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.135
-score URI_ONLY_MSGID_MALF 0.031
-score URI_PHISH 3.786
+score URI_IMG_CWINDOWSNET 3.131
+score URI_ONLY_MSGID_MALF 0.393
+score URI_PHISH 2.412
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.059
-score VISTA_COST 0.501
-score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.581
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.235
-score XM_LIGHT_HEAVY 2.500
-score XM_RANDOM 2.500
+score VFY_ACCT_NORDNS 2.498
+score VISTA_COST 0.896
+score VISTA_TONOM_EQ_TOLOC 2.500
+score WORD_INVIS 1.574
+score WORD_INVIS_MANY 3.000
+score XFER_LOTSA_MONEY 0.001
+score XM_LIGHT_HEAVY 2.499
+score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.499
+score XPRIO 0.500
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.097
+score YOU_INHERIT 0.113
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -287,6 +279,7 @@ score DOTGOV_IMAGE 1.0
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
+score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
@@ -306,7 +299,6 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -327,7 +319,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -337,6 +328,7 @@ score MONERO_EXTORT_01 1.0
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
score MSGID_DOLLARS_URI_IMG 1.000
+score MSGID_HDR_MALF 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916434&r1=1916433&r2=1916434&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Mar 20 02:50:17 2024
@@ -1,271 +1,269 @@
# Using score set 1 logs for revision 1916360 from:
# ham-net-ena-week0.r1916360.log ham-net-ena-week1.r1916360.log ham-net-ena-week2.r1916360.log ham-net-ena-week3.r1916360.log ham-net-ena-week4.r1916360.log ham-net-giovanni-ham.r1916360.log ham-net-giovanni-spammy.r1916360.log ham-net-giovanni-spam.r1916360.log ham-net-grenier.r1916360.log ham-net-hege.r1916360.log ham-net-jhardin.r1916360.log ham-net-llanga.r1916360.log ham-net-mmiroslaw-mails-ham.r1916360.log ham-net-mmiroslaw-mails-spam.r1916360.log ham-net-spamsponge.r1916360.log ham-net-tsz-corpus.r1916360.log ham-net-whyscream.r1916360.log spam-net-ena-week0.r1916360.log spam-net-ena-week1.r1916360.log spam-net-ena-week2.r1916360.log spam-net-ena-week3.r1916360.log spam-net-ena-week4.r1916360.log spam-net-giovanni-ham.r1916360.log spam-net-giovanni-spammy.r1916360.log spam-net-giovanni-spam.r1916360.log spam-net-grenier.r1916360.log spam-net-hege.r1916360.log spam-net-jhardin.r1916360.log spam-net-llanga.r1916360.log spam-net-mmiroslaw-mails-ham.r1916360.log spam-net-mmirosla
w-mails-spam.r1916360.log spam-net-spamsponge.r1916360.log spam-net-tsz-corpus.r1916360.log spam-net-whyscream.r1916360.log
-score ACCT_PHISHING_MANY 2.982
+score ACCT_PHISHING_MANY 2.791
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 0.825
-score ADMITS_SPAM 3.100
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.369
+score AC_POST_EXTRAS 0.800
+score ADMITS_SPAM 3.099
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.266
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.854
-score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW 3.262
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.836
+score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.644
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.155
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.608
-score AD_PREFS 0.304
+score ADVANCE_FEE_5_NEW_MONEY 0.849
+score AD_PREFS 0.379
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 1.452
-score BITCOIN_EXTORT_01 2.000
-score BITCOIN_MALWARE 0.634
-score BITCOIN_ONAN 2.521
-score BITCOIN_SPAM_02 1.269
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_05 2.053
-score BITCOIN_SPAM_07 2.758
+score BITCOIN_DEADLINE 1.775
+score BITCOIN_EXTORT_01 2.001
+score BITCOIN_MALWARE 3.003
+score BITCOIN_ONAN 1.082
+score BITCOIN_SPAM_02 1.755
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 1.918
+score BITCOIN_SPAM_07 2.161
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.758
+score BITCOIN_VISTA 3.346
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 1.739
-score BOGUS_MSM_HDRS 1.478
+score BODY_URI_ONLY 0.703
+score BOGUS_MIME_VERSION 2.335
+score BOGUS_MSM_HDRS 2.217
score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.500
+score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 3.170
+score DATE_IN_FUTURE_Q_PLUS 3.257
score DEAR_BENEFICIARY 3.299
-score DKIMWL_WL_HIGH -0.422
+score DKIMWL_WL_HIGH -0.417
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 1.603
-score FBI_SPOOF 1.201
+score FBI_MONEY 0.050
+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 2.499
-score FONT_INVIS_NORDNS 1.218
-score FONT_INVIS_POSTEXTRAS 2.969
+score FONT_INVIS_NORDNS 1.228
+score FONT_INVIS_POSTEXTRAS 2.978
score FORGED_SPF_HELO 1.899
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.428
-score FORM_FRAUD_5 0.989
+score FORM_FRAUD_3 2.254
+score FORM_FRAUD_5 2.254
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROM_ADDR_WS 0.001
score FROM_BANK_NOAUTH 0.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 1.295
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.343
+score FROM_IN_TO_AND_SUBJ 1.775
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.841
-score FROM_MISSP_EH_MATCH 0.778
+score FROM_MISSP_DYNIP 0.652
+score FROM_MISSP_EH_MATCH 0.775
score FROM_MISSP_FREEMAIL 3.499
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.789
-score FROM_MISSP_REPLYTO 0.549
-score FROM_MISSP_SPF_FAIL 1.694
-score FROM_MISSP_TO_UNDISC 2.080
+score FROM_MISSP_PHISH 1.726
+score FROM_MISSP_REPLYTO 0.739
+score FROM_MISSP_SPF_FAIL 1.026
+score FROM_MISSP_TO_UNDISC 0.949
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.067
-score FROM_PAYPAL_SPOOF 1.600
+score FROM_NTLD_REPLY_FREEMAIL 1.272
+score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 0.452
+score FROM_WSP_TRAIL 0.455
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.399
score FUZZY_CLICK_HERE 3.299
-score FUZZY_IMPORTANT 1.912
+score FUZZY_IMPORTANT 2.087
score FUZZY_PRIVACY 2.599
score FUZZY_SECURITY 2.799
-score FUZZY_WALLET 0.259
+score FUZZY_WALLET 0.251
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 4.721
-score GOOG_MALWARE_DNLD 3.497
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_HASHBL_BTC 4.802
+score GOOG_MALWARE_DNLD 3.491
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.028
-score GOOG_STO_NOIMG_HTML 2.980
-score HDRS_LCASE_IMGONLY 0.099
+score GOOG_STO_IMG_HTML 2.024
+score GOOG_STO_NOIMG_HTML 2.999
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 1.044
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 1.297
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.904
+score HK_NAME_FM_MR_MRS 0.901
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.001 # force non-zero
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_ENVFROM 0.001
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HK_WIN 0.920
-score HOSTED_IMG_DIRECT_MX 3.198
-score HOSTED_IMG_FREEM 1.047
+score HK_WIN 0.823
+score HOSTED_IMG_DIRECT_MX 2.593
+score HOSTED_IMG_FREEM 1.048
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.001
+score HREF_EMPTY_NORDNS 0.001 # force non-zero
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.018
-score HTML_OFF_PAGE 2.814
-score HTML_SINGLET_MANY 2.361
-score HTML_TAG_BALANCE_CENTER 3.093
+score HTML_FONT_TINY_NORDNS 0.001
+score HTML_OFF_PAGE 2.105
+score HTML_SINGLET_MANY 2.359
+score HTML_TAG_BALANCE_CENTER 3.099
score HTML_TEXT_INVISIBLE_FONT 0.054
-score HTML_TEXT_INVISIBLE_STYLE 1.079
+score HTML_TEXT_INVISIBLE_STYLE 1.064
score IMG_ONLY_FM_DOM_INFO 2.500
score KHOP_HELO_FCRDNS 0.001
-score LIST_PARTIAL_SHORT_MSG 1.544
+score LIST_PARTIAL_SHORT_MSG 1.542
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.141
-score LONG_IMG_URI 1.104
-score LONG_INVISIBLE_TEXT 2.089
-score LOTS_OF_MONEY 0.009
-score LOTTO_AGENT 0.001
+score LONG_HEX_URI 2.146
+score LONG_IMG_URI 1.102
+score LONG_INVISIBLE_TEXT 2.096
+score LOTS_OF_MONEY 0.010
+score LOTTO_AGENT 0.001 # force non-zero
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.319
-score MALWARE_NORDNS 2.099
+score MALFORMED_FREEMAIL 1.329
+score MALWARE_NORDNS 0.824
score MANY_SUBDOM 3.099
score MAY_BE_FORGED 2.199
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.588
-score MIMEOLE_DIRECT_TO_MX 1.671
+score MILLION_USD 1.589
+score MIMEOLE_DIRECT_TO_MX 0.464
score MIME_NO_TEXT 1.999
score MIXED_ES 1.899
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.785
+score MONEY_FORM_SHORT 0.001 # force non-zero
+score MONEY_FRAUD_3 1.565
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.087
+score MONEY_FREEMAIL_REPTO 1.086
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.500
+score MONEY_NOHTML 2.499
score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 2.193
+score MSGID_NOFQDN1 2.198
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.417
-score NORDNS_LOW_CONTRAST 1.423
-score NO_FM_NAME_IP_HOSTN 0.001
+score NICE_REPLY_A -0.399
+score NORDNS_LOW_CONTRAST 1.435
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
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 0.387
+score PDS_BTC_MSGID 0.593
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.127
-score PDS_FROM_NAME_TO_DOMAIN 0.872
+score PDS_FRNOM_TODOM_NAKED_TO 0.718
+score PDS_FROM_NAME_TO_DOMAIN 0.535
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.462
+score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.378
+score RATWARE_NO_RDNS 2.731
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 1.444
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score REPTO_419_FRAUD_GM 2.219
score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.599
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BOGUS_CTE_1 3.715
-score SCC_CANSPAM_1 2.390
+score SCC_BOGUS_CTE_1 3.741
+score SCC_CANSPAM_1 2.481
score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 0.777
+score SCC_CTMPP 1.767
score SCC_ISEMM_LID_1B 1.499
score SCC_SPAMMER_ADDR_2 3.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.755
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORTENER_SHORT_IMG 1.740
+score SHORT_IMG_SUSP_NTLD 0.118
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.246
-score STY_INVIS_DIRECT 0.754
+score STATIC_XPRIO_OLE 1.265
+score STY_INVIS_DIRECT 0.753
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 2.222
+score SUSP_UTF8_WORD_COMBO 2.289
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.458
-score SUSP_UTF8_WORD_SUBJ 0.794
-score TEQF_USR_POLITE 1.991
-score THIS_AD 1.120
-score THIS_IS_ADV_SUSP_NTLD 0.921
+score SUSP_UTF8_WORD_MANY 0.391
+score SUSP_UTF8_WORD_SUBJ 0.792
+score TEQF_USR_POLITE 1.994
+score THIS_AD 1.118
+score THIS_IS_ADV_SUSP_NTLD 1.499
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 1.485
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.718
+score TO_NAME_SUBJ_NO_RDNS 2.069
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.793
+score TO_NO_BRKTS_HTML_IMG 1.783
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.427
-score TO_NO_BRKTS_NORDNS_HTML 1.508
-score TO_NO_BRKTS_PCNT 2.402
-score TRANSFORM_LIFE 2.499
-score TVD_DOLLARS_US 1.570
-score TVD_FROM_1 0.999
+score TO_NO_BRKTS_MSFT 1.417
+score TO_NO_BRKTS_NORDNS_HTML 1.268
+score TO_NO_BRKTS_PCNT 2.396
+score TVD_DOLLARS_US 1.758
+score TVD_FROM_1 1.000
score TVD_PH_7 2.399
-score TVD_SPACE_ENCODED 1.255
+score TVD_SPACE_ENCODED 1.261
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 URI_AZURE_CLOUDAPP 3.000
-score URI_CLOUDFLAREIPFS 2.500
+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 3.200
+score URI_IMG_CWINDOWSNET 3.199
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.909
+score URI_PHISH 2.903
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.500
+score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.426
-score VISTA_COST 2.295
-score VISTA_TONOM_EQ_TOLOC 0.384
-score WORD_INVIS 1.898
+score VFY_ACCT_NORDNS 2.383
+score VISTA_COST 1.636
+score VISTA_TONOM_EQ_TOLOC 0.386
+score WORD_INVIS 1.893
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 2.891
+score XM_RECPTID 2.888
score XPRIO 0.001
-score YOUR_DELIVERY_ADDRESS 1.250
-score YOU_INHERIT 1.338
+score YOUR_DELIVERY_ADDRESS 1.249
+score YOU_INHERIT 1.417
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=1916434&r1=1916433&r2=1916434&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Mar 20 02:50:17 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 505700 63.050% (99.423% of non-spam corpus)
-# Correctly spam: 214501 26.744% (73.101% of spam corpus)
-# False positives: 2934 0.366% (0.577% of nonspam, 51891 weighted)
-# False negatives: 78931 9.841% (26.899% of spam, 148448 weighted)
-# Average score for spam: 7.4 nonspam: 0.5
-# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 802066 100.00%
+# Correctly non-spam: 506618 62.969% (99.410% of non-spam corpus)
+# Correctly spam: 214999 26.723% (72.898% of spam corpus)
+# False positives: 3006 0.374% (0.590% of nonspam, 54156 weighted)
+# False negatives: 79934 9.935% (27.102% of spam, 149986 weighted)
+# Average score for spam: 7.4 nonspam: 0.4
+# Average for false-pos: 6.2 false-neg: 1.9
+# TOTAL: 804557 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63160 99.43%
-# Correctly spam: 26673 72.80%
-# False positives: 361 0.57%
-# False negatives: 9964 27.20%
-# TCR(l=50): 1.307810 SpamRecall: 72.803% SpamPrec: 98.665%
+# Correctly non-spam: 63301 99.45%
+# Correctly spam: 26685 72.50%
+# False positives: 347 0.55%
+# False negatives: 10124 27.50%
+# TCR(l=50): 1.339776 SpamRecall: 72.496% SpamPrec: 98.716%
##### 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: 499743 98.25%
-# Correctly spam: 129497 44.13%
-# False positives: 8891 1.75%
-# False negatives: 163935 55.87%
-# TCR(l=50): 0.482234 SpamRecall: 44.132% SpamPrec: 93.575%
+# Correctly non-spam: 500790 98.27%
+# Correctly spam: 129808 44.01%
+# False positives: 8834 1.73%
+# False negatives: 165125 55.99%
+# TCR(l=50): 0.486026 SpamRecall: 44.013% SpamPrec: 93.628%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62449 98.31%
-# Correctly spam: 16079 43.89%
-# False positives: 1072 1.69%
-# False negatives: 20558 56.11%
-# TCR(l=50): 0.494040 SpamRecall: 43.887% SpamPrec: 93.750%
+# Correctly non-spam: 62580 98.32%
+# Correctly spam: 16158 43.90%
+# False positives: 1068 1.68%
+# False negatives: 20651 56.10%
+# TCR(l=50): 0.497076 SpamRecall: 43.897% SpamPrec: 93.800%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916434&r1=1916433&r2=1916434&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Mar 20 02:50:17 2024
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 505170 63.875% (99.566% of non-spam corpus)
-# Correctly spam: 227859 28.811% (80.372% of spam corpus)
-# False positives: 2202 0.278% (0.434% of nonspam, 89812 weighted)
-# False negatives: 55648 7.036% (19.628% of spam, 100664 weighted)
-# Average score for spam: 12.3 nonspam: -1.1
+# Correctly non-spam: 505194 63.878% (99.571% of non-spam corpus)
+# Correctly spam: 227869 28.812% (80.375% of spam corpus)
+# False positives: 2178 0.275% (0.429% of nonspam, 89140 weighted)
+# False negatives: 55638 7.035% (19.625% of spam, 100527 weighted)
+# Average score for spam: 12.2 nonspam: -1.0
# Average for false-pos: 7.3 false-neg: 1.8
# TOTAL: 790879 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 63087 99.56%
-# Correctly spam: 28382 80.05%
+# Correctly spam: 28378 80.04%
# False positives: 278 0.44%
-# False negatives: 7074 19.95%
-# TCR(l=50): 1.690474 SpamRecall: 80.049% SpamPrec: 99.030%
+# False negatives: 7078 19.96%
+# TCR(l=50): 1.690152 SpamRecall: 80.037% SpamPrec: 99.030%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...