Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1917311&r1=1917310&r2=1917311&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Apr 25 02:57:01 2024
@@ -1,139 +1,137 @@
-# Using score set 0 logs for revision 1917278 from:
-# ham-ena-week0.r1917278.log ham-ena-week1.r1917278.log ham-ena-week2.r1917278.log ham-ena-week3.r1917278.log ham-ena-week4.r1917278.log ham-giovanni-ham.r1917278.log ham-giovanni-spammy.r1917278.log ham-giovanni-spam.r1917278.log ham-grenier.r1917278.log ham-hege.r1917278.log ham-jhardin.r1917278.log ham-llanga.r1917278.log ham-mmiroslaw-mails-ham.r1917278.log ham-mmiroslaw-mails-spam.r1917278.log ham-spamsponge.r1917278.log ham-tsz-corpus.r1917278.log ham-whyscream.r1917278.log spam-ena-week0.r1917278.log spam-ena-week1.r1917278.log spam-ena-week2.r1917278.log spam-ena-week3.r1917278.log spam-ena-week4.r1917278.log spam-giovanni-ham.r1917278.log spam-giovanni-spammy.r1917278.log spam-giovanni-spam.r1917278.log spam-grenier.r1917278.log spam-hege.r1917278.log spam-jhardin.r1917278.log spam-llanga.r1917278.log spam-mmiroslaw-mails-ham.r1917278.log spam-mmiroslaw-mails-spam.r1917278.log spam-spamsponge.r1917278.log spam-tsz-corpus.r1917278.log spam-whyscream.r1917278.log
+# Using score set 0 logs for revision 1917306 from:
+# ham-ena-week0.r1917306.log ham-ena-week1.r1917306.log ham-ena-week2.r1917306.log ham-ena-week3.r1917306.log ham-ena-week4.r1917306.log ham-giovanni-ham.r1917306.log ham-giovanni-spammy.r1917306.log ham-giovanni-spam.r1917306.log ham-grenier.r1917306.log ham-hege.r1917306.log ham-jhardin.r1917306.log ham-llanga.r1917306.log ham-mmiroslaw-mails-ham.r1917306.log ham-mmiroslaw-mails-spam.r1917306.log ham-spamsponge.r1917306.log ham-tsz-corpus.r1917306.log ham-whyscream.r1917306.log spam-ena-week0.r1917306.log spam-ena-week1.r1917306.log spam-ena-week2.r1917306.log spam-ena-week3.r1917306.log spam-ena-week4.r1917306.log spam-giovanni-ham.r1917306.log spam-giovanni-spammy.r1917306.log spam-giovanni-spam.r1917306.log spam-grenier.r1917306.log spam-hege.r1917306.log spam-jhardin.r1917306.log spam-llanga.r1917306.log spam-mmiroslaw-mails-ham.r1917306.log spam-mmiroslaw-mails-spam.r1917306.log spam-spamsponge.r1917306.log spam-tsz-corpus.r1917306.log spam-whyscream.r1917306.log
-score ACCT_PHISHING_MANY 2.984
+score ACCT_PHISHING_MANY 3.000
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 0.165
+score AC_FROM_MANY_DOTS 0.009
+score AC_HTML_NONSENSE_TAGS 2.000
+score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.006
+score ADVANCE_FEE_3_NEW 3.001
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.550
+score ADVANCE_FEE_4_NEW 2.551
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 3.299
+score ADVANCE_FEE_4_NEW_MONEY 3.399
score ADVANCE_FEE_5_NEW 2.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.039
-score AD_PREFS 0.146
-score AMAZON_IMG_NOT_RCVD_AMZN 2.279
-score APOSTROPHE_TOCC 0.999
+score ADVANCE_FEE_5_NEW_MONEY 1.289
+score AD_PREFS 0.461
+score AMAZON_IMG_NOT_RCVD_AMZN 2.255
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 2.899
-score BIGNUM_EMAILS_FREEM 1.031
-score BITCOIN_DEADLINE 2.049
-score BITCOIN_EXTORT_01 3.399
-score BITCOIN_OBFU_SUBJ 1.072
-score BITCOIN_ONAN 2.124
-score BITCOIN_PAY_ME 2.601
+score AXB_X_FF_SEZ_S 2.799
+score BIGNUM_EMAILS_FREEM 2.651
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 3.395
+score BITCOIN_OBFU_SUBJ 3.499
+score BITCOIN_ONAN 2.104
+score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 0.001
+score BITCOIN_SPAM_07 1.722
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 3.088
+score BITCOIN_TOEQFM 2.777
+score BITCOIN_VISTA 3.089
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.264
+score BODY_SINGLE_URI 1.072
score BODY_URI_ONLY 2.341
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.936
-score CANT_SEE_AD 2.201
-score CK_HELO_GENERIC 0.250
-score COMPENSATION 1.198
-score CTE_8BIT_MISMATCH 1.000
-score DEAR_BENEFICIARY 0.796
-score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 1.544
+score BOGUS_MSM_HDRS 0.001
+score CANT_SEE_AD 2.499
+score CK_HELO_GENERIC 0.249
+score COMPENSATION 1.146
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 2.514
+score DSN_NO_MIMEVERSION 2.000
+score DYNAMIC_IMGUR 2.193
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.500
-score FBI_MONEY 0.023
-score FBI_SPOOF 1.485
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 1.056
+score FBI_SPOOF 0.323
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.287
+score FONT_INVIS_HTML_NOHTML 2.999
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.500
-score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.424
-score FORM_FRAUD 0.354
+score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_NORDNS 0.001 # force non-zero
+score FONT_INVIS_POSTEXTRAS 2.592
+score FORM_FRAUD 0.352
score FORM_FRAUD_3 2.999
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.120
+score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 2.250
-score FROM_IN_TO_AND_SUBJ 1.799
-score FROM_MISSPACED 0.001
+score FROM_ADDR_WS 2.251
+score FROM_IN_TO_AND_SUBJ 1.699
+score FROM_MISSPACED 0.001 # force non-zero
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.685
+score FROM_MISSP_EH_MATCH 0.654
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.559
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NTLD_REPLY_FREEMAIL 0.754
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 3.299
-score FROM_WSP_LEAD 2.649
+score FROM_WSP_LEAD 2.661
score FROM_WSP_TRAIL 3.099
score FSL_CTYPE_WIN1251 0.001
+score FSL_HAS_TINYURL 2.799
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.599
score FUZZY_IMPORTANT 2.599
-score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 2.422
-score GB_CUSTOM_HTM_URI 1.036
-score GB_FAKE_RF_SHORT 1.937
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score FUZZY_PRIVACY 2.800
+score GB_BITCOIN_CP 1.841
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.938
+score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 2.496
-score GOOG_STO_IMG_HTML 2.501
+score GOOG_REDIR_NORDNS 2.396
+score GOOG_STO_IMG_HTML 2.502
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.500
-score HDR_ORDER_FTSDMCXX_NORDNS 0.661
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDR_ORDER_FTSDMCXX_NORDNS 0.663
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 1.000
-score HK_NAME_FM_MR_MRS 1.230
+score HK_LOTTO 0.999
+score HK_NAME_FM_MR_MRS 0.978
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.103
+score HK_RANDOM_ENVFROM 0.330
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.462
-score HOSTED_IMG_FREEM 0.218
+score HK_SCAM 1.843
+score HOSTED_IMG_DIRECT_MX 0.001
+score HOSTED_IMG_FREEM 0.755
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.168
+score HREF_EMPTY_NORDNS 0.267
score HTML_BADATTR 1.000
-score HTML_ENTITY_ASCII 2.794
-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 2.402
-score HTML_TEXT_INVISIBLE_FONT 1.900
+score HTML_TAG_BALANCE_CENTER 2.401
+score HTML_TEXT_INVISIBLE_FONT 1.902
score HTML_TEXT_INVISIBLE_STYLE 0.001
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.001
+score KHOP_FAKE_EBAY 0.448
score KHOP_HELO_FCRDNS 0.399
-score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 3.000
+score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.686
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.583
+score MALFORMED_FREEMAIL 2.355
score MANY_SUBDOM 2.699
-score MAY_BE_FORGED 2.099
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
@@ -142,90 +140,90 @@ score MIXED_ES 1.7
score MIXED_HREF_CASE 1.940
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.791
+score MONEY_FORM_SHORT 1.890
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.096
+score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001 # force non-zero
+score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_NOFQDN1 0.001 # force non-zero
-score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.643
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -3.032
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 NSL_RCVD_HELO_USER 1.997
score ODD_FREEM_REPTO 2.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.378
-score PDS_BTC_NTLD 1.352
+score PDS_BTC_MSGID 0.917
+score PDS_BTC_NTLD 0.778
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.585
-score PDS_FROM_NAME_TO_DOMAIN 1.330
-score PDS_HP_HELO_NORDNS 0.880
+score PDS_FRNOM_TODOM_NAKED_TO 0.543
+score PDS_FROM_NAME_TO_DOMAIN 1.146
+score PDS_HP_HELO_NORDNS 0.978
score PDS_OTHER_BAD_TLD 1.999
-score PHP_ORIG_SCRIPT 0.811
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PHP_ORIG_SCRIPT 0.815
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.672
+score RATWARE_NO_RDNS 1.162
score READY_TO_SHIP 1.249
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 1.404
-score REPTO_419_FRAUD_GM_LOOSE 1.000
-score RISK_FREE 0.001
-score SCC_BOGUS_CTE_1 0.973
-score SCC_CANSPAM_1 2.235
-score SCC_CANSPAM_2 3.799
+score REPTO_419_FRAUD_GM 2.999
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RISK_FREE 2.499
+score SCC_BOGUS_CTE_1 0.222
+score SCC_CANSPAM_1 2.092
+score SCC_CANSPAM_2 2.500
score SCC_ISEMM_LID_1B 1.499
score SERGIO_SUBJECT_VIAGRA01 2.699
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.367
+score SPOOFED_FREEMAIL_NO_RDNS 0.270
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.917
+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 1.941
-score THIS_IS_ADV_SUSP_NTLD 0.266
-score TINY_FLOAT 2.999
+score THIS_AD 1.938
+score THIS_IS_ADV_SUSP_NTLD 1.499
+score TINY_FLOAT 3.099
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.086
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score TO_EQ_FM_DOM_HTML_IMG 2.106
+score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.772
+score TO_NAME_SUBJ_NO_RDNS 2.733
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.685
+score TO_NO_BRKTS_HTML_IMG 1.994
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.380
-score TO_NO_BRKTS_NORDNS_HTML 2.000
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 2.900
-score TVD_PH_7 2.750
+score TO_NO_BRKTS_MSFT 1.593
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_PCNT 2.495
+score TVD_APPROVED 2.899
+score TVD_PH_7 2.491
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 2.100
-score UNDISC_FREEM 3.000
-score UNDISC_MONEY 3.399
-score UNICODE_OBFU_ASC 2.500
-score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.499
+score TVD_SPACE_RATIO_MINFP 2.097
+score UNDISC_FREEM 2.999
+score UNDISC_MONEY 3.400
+score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
+score URI_CLOUDFLAREIPFS 2.500
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.999
-score URI_IMG_CWINDOWSNET 3.136
-score URI_OBFU_TLD 0.688
+score URI_IMG_CWINDOWSNET 1.598
+score URI_OBFU_TLD 0.755
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.654
+score URI_PHISH 3.783
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.702
-score VISTA_COST 1.273
+score URI_WP_HACKED_2 2.500
+score VFY_ACCT_NORDNS 2.619
+score VISTA_COST 0.553
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.199
score WORD_INVIS_MANY 2.999
@@ -233,8 +231,8 @@ score XFER_LOTSA_MONEY 0.0
score XM_LIGHT_HEAVY 2.499
score XM_ONE_WORD 1.999
score XM_RANDOM 2.499
-score XM_RECPTID 3.000
-score XPRIO 0.118
+score XM_RECPTID 2.999
+score XPRIO 0.241
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
score YOU_INHERIT 2.999
@@ -313,11 +311,11 @@ score JH_SPAMMY_PATTERN02 1.0
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LIST_PRTL_SAME_USER 1.000
+score LONG_INVISIBLE_TEXT 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 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
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1917311&r1=1917310&r2=1917311&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Apr 25 02:57:01 2024
@@ -1,235 +1,231 @@
# Using score set 1 logs for revision 1917178 from:
# ham-net-ena-week0.r1917178.log ham-net-ena-week1.r1917178.log ham-net-ena-week2.r1917178.log ham-net-ena-week3.r1917178.log ham-net-ena-week4.r1917178.log ham-net-giovanni-ham.r1917178.log ham-net-giovanni-spammy.r1917178.log ham-net-giovanni-spam.r1917178.log ham-net-grenier.r1917178.log ham-net-hege.r1917178.log ham-net-jhardin.r1917178.log ham-net-llanga.r1917178.log ham-net-mmiroslaw-mails-ham.r1917178.log ham-net-mmiroslaw-mails-spam.r1917178.log ham-net-spamsponge.r1917178.log ham-net-tsz-corpus.r1917178.log ham-net-whyscream.r1917178.log spam-net-ena-week0.r1917178.log spam-net-ena-week1.r1917178.log spam-net-ena-week2.r1917178.log spam-net-ena-week3.r1917178.log spam-net-ena-week4.r1917178.log spam-net-giovanni-ham.r1917178.log spam-net-giovanni-spammy.r1917178.log spam-net-giovanni-spam.r1917178.log spam-net-grenier.r1917178.log spam-net-hege.r1917178.log spam-net-jhardin.r1917178.log spam-net-llanga.r1917178.log spam-net-mmiroslaw-mails-ham.r1917178.log spam-net-mmirosla
w-mails-spam.r1917178.log spam-net-spamsponge.r1917178.log spam-net-tsz-corpus.r1917178.log spam-net-whyscream.r1917178.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 3.000
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 0.479
-score ADMITS_SPAM 1.816
+score AC_POST_EXTRAS 0.802
+score ADMITS_SPAM 1.807
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 2.516
+score ADVANCE_FEE_3_NEW 2.518
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.932
-score ADVANCE_FEE_4_NEW 3.255
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_MONEY 1.943
+score ADVANCE_FEE_4_NEW 3.193
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 1.926
+score ADVANCE_FEE_5_NEW 1.492
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.120
-score AD_PREFS 0.379
+score ADVANCE_FEE_5_NEW_MONEY 1.214
+score AD_PREFS 0.060
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 1.000
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score APOSTROPHE_TOCC 0.999
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
score AXB_X_FF_SEZ_S 2.999
-score BIGNUM_EMAILS_FREEM 2.958
-score BITCOIN_DEADLINE 1.058
-score BITCOIN_EXTORT_01 1.257
-score BITCOIN_MALWARE 2.462
+score BIGNUM_EMAILS_FREEM 2.535
+score BITCOIN_DEADLINE 2.049
+score BITCOIN_EXTORT_01 0.874
+score BITCOIN_MALWARE 1.559
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 2.260
-score BITCOIN_PAY_ME 2.746
-score BITCOIN_SPAM_02 0.420
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 2.051
-score BITCOIN_SPAM_07 0.001
+score BITCOIN_ONAN 0.830
+score BITCOIN_PAY_ME 0.830
+score BITCOIN_SPAM_02 1.158
+score BITCOIN_SPAM_03 2.462
+score BITCOIN_SPAM_05 2.121
+score BITCOIN_SPAM_07 0.019
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 0.978
-score BITCOIN_VISTA 1.910
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.980
+score BITCOIN_TOEQFM 1.157
+score BITCOIN_VISTA 2.007
+score BITCOIN_XPRIO 2.500
+score BITCOIN_YOUR_INFO 2.964
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 0.281
+score BODY_URI_ONLY 0.275
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.102
+score BOGUS_MSM_HDRS 2.844
score CANT_SEE_AD 2.499
-score CK_HELO_GENERIC 0.250
+score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -0.668
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_HIGH -0.669
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.530
+score DYNAMIC_IMGUR 2.269
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.915
-score FBI_SPOOF 0.493
+score FBI_MONEY 1.341
+score FBI_SPOOF 1.730
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 1.993
-score FONT_INVIS_LONG_LINE 2.583
+score FONT_INVIS_HTML_NOHTML 2.005
+score FONT_INVIS_LONG_LINE 2.698
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.263
-score FONT_INVIS_POSTEXTRAS 2.918
-score FORGED_SPF_HELO 0.214
-score FORM_FRAUD 0.373
+score FONT_INVIS_NORDNS 1.287
+score FONT_INVIS_POSTEXTRAS 2.610
+score FORGED_SPF_HELO 0.246
+score FORM_FRAUD 0.287
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 0.701
-score FROM_FMBLA_NEWDOM 1.500
+score FROM_ADDR_WS 0.698
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.999
score FROM_GOV_SPOOF 0.999
-score FROM_IN_TO_AND_SUBJ 0.642
+score FROM_IN_TO_AND_SUBJ 1.799
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.678
+score FROM_MISSP_DYNIP 0.661
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
-score FROM_MISSP_REPLYTO 0.114
+score FROM_MISSP_REPLYTO 0.126
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.585
+score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.399
-score FROM_WSP_LEAD 0.001 # force non-zero
-score FROM_WSP_TRAIL 3.086
+score FROM_UNBAL1 2.400
+score FROM_WSP_LEAD 0.001
+score FROM_WSP_TRAIL 2.999
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
+score FSL_NEW_HELO_USER 0.001 # force non-zero
score FUZZY_CLICK_HERE 3.499
-score FUZZY_IMPORTANT 1.470
+score FUZZY_IMPORTANT 0.823
score FUZZY_PRIVACY 2.699
-score GB_BITCOIN_CP 2.225
-score GB_CUSTOM_HTM_URI 0.181
+score GB_BITCOIN_CP 2.929
+score GB_CUSTOM_HTM_URI 0.182
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.001
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_HASHBL_BTC 4.600
-score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 1.224
-score GOOG_STO_IMG_HTML 2.226
+score GB_HASHBL_BTC 2.485
+score GOOG_MALWARE_DNLD 5.000
+score GOOG_REDIR_NORDNS 1.228
+score GOOG_STO_IMG_HTML 2.225
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.100
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 0.465
-score HK_LOTTO 0.770
-score HK_NAME_FM_MR_MRS 1.039
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 0.462
+score HK_LOTTO 0.896
+score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
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 2.614
-score HOSTED_IMG_FREEM 1.047
+score HOSTED_IMG_DIRECT_MX 3.314
+score HOSTED_IMG_FREEM 1.049
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 1.474
+score HREF_EMPTY_NORDNS 1.477
score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII 2.729
-score HTML_FONT_TINY_NORDNS 0.213
+score HTML_ENTITY_ASCII 2.999
+score HTML_FONT_TINY_NORDNS 0.083
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 2.799
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 2.028
+score HTML_TEXT_INVISIBLE_STYLE 2.157
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.258
-score LIST_PARTIAL_SHORT_MSG 1.165
+score KHOP_HELO_FCRDNS 0.260
score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.459
-score LONG_INVISIBLE_TEXT 1.864
+score LONG_IMG_URI 0.456
+score LONG_INVISIBLE_TEXT 1.865
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MALFORMED_FREEMAIL 1.781
+score MALFORMED_FREEMAIL 1.779
score MANY_SUBDOM 2.599
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.001 # force non-zero
+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 1.799
+score MIXED_ES 1.800
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 0.001 # force non-zero
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.929
+score MONEY_FRAUD_8 2.805
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.484
-score MSGID_NOFQDN1 1.946
+score MONEY_NOHTML 2.394
+score MSGID_NOFQDN1 1.939
score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.211
+score NICE_REPLY_A -2.700
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 0.396
-score ODD_FREEM_REPTO 2.507
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.751
+score NSL_RCVD_HELO_USER 0.319
+score ODD_FREEM_REPTO 2.498
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.806
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.183
-score PDS_FROM_NAME_TO_DOMAIN 0.801
-score PDS_HELO_SPF_FAIL 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 0.542
+score PDS_FROM_NAME_TO_DOMAIN 0.572
+score PDS_HELO_SPF_FAIL 1.699
score PDS_HP_HELO_NORDNS 0.001
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 2.729
-score RCVD_IN_IADB_COURT -0.001
-score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001
+score RATWARE_NO_RDNS 2.755
+score RCVD_IN_IADB_COURT -0.001 # force non-zero
+score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 2.597
+score REPTO_419_FRAUD 3.000
+score REPTO_419_FRAUD_GM 2.984
score RISK_FREE 0.001
-score SCC_BOGUS_CTE_1 3.265
+score SCC_BOGUS_CTE_1 3.268
score SCC_CANSPAM_1 0.001
-score SCC_CANSPAM_2 0.688
+score SCC_CANSPAM_2 0.697
score SCC_ISEMM_LID_1B 1.499
score SERGIO_SUBJECT_VIAGRA01 2.599
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.350
-score SHORT_IMG_SUSP_NTLD 0.341
+score SHORTENER_SHORT_IMG 1.354
+score SHORT_IMG_SUSP_NTLD 1.118
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.512
+score SPOOFED_FREEM_REPTO 1.594
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.500
+score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.993
-score THIS_AD 1.101
-score THIS_IS_ADV_SUSP_NTLD 0.933
+score THIS_AD 1.107
+score THIS_IS_ADV_SUSP_NTLD 1.475
score TINY_FLOAT 2.799
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.348
-score TO_EQ_FM_DOM_HTML_ONLY 1.806
+score TO_EQ_FM_DOM_HTML_IMG 0.596
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_HTML_ONLY 1.812
+score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.904
+score TO_NAME_SUBJ_NO_RDNS 2.946
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.892
+score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 0.598
+score TO_NO_BRKTS_NORDNS_HTML 0.704
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.799
-score TVD_PH_7 2.026
-score TVD_SPACE_ENCODED 2.289
+score TVD_PH_7 2.022
+score TVD_SPACE_ENCODED 2.295
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.399
@@ -237,27 +233,27 @@ score UNICODE_OBFU_ASC 2.4
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_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
score URI_IMG_CWINDOWSNET 3.060
-score URI_ONLY_LOW_CONTRAST 2.173
-score URI_PHISH 1.160
+score URI_ONLY_LOW_CONTRAST 2.158
+score URI_PHISH 1.336
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 2.894
+score URI_WP_HACKED 2.904
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 1.254
-score VISTA_TONOM_EQ_TOLOC 1.314
+score VISTA_COST 1.600
+score VISTA_TONOM_EQ_TOLOC 1.368
score WIKI_IMG 3.199
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 2.397
score XPRIO 0.001
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.346
+score YOU_INHERIT 1.727
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -304,6 +300,7 @@ score FREEM_FRNUM_UNICD_EMPTY 1.0
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
+score FROM_FMBLA_NEWDOM 1.000
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_NEWDOM_BTC 1.000
score FROM_NTLD_LINKBAIT 1.000
@@ -343,7 +340,6 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 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
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1917311&r1=1917310&r2=1917311&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Apr 25 02:57:01 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 569185 63.339% (99.432% of non-spam corpus)
-# Correctly spam: 251270 27.961% (77.031% of spam corpus)
-# False positives: 3251 0.362% (0.568% of nonspam, 56318 weighted)
-# False negatives: 74923 8.337% (22.969% of spam, 137382 weighted)
+# Correctly non-spam: 570762 63.670% (99.419% of non-spam corpus)
+# Correctly spam: 247304 27.588% (76.722% of spam corpus)
+# False positives: 3336 0.372% (0.581% of nonspam, 56553 weighted)
+# False negatives: 75033 8.370% (23.278% of spam, 137872 weighted)
# Average score for spam: 7.6 nonspam: 0.4
-# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 898629 100.00%
+# Average for false-pos: 6.0 false-neg: 1.8
+# TOTAL: 896435 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 70977 99.35%
-# Correctly spam: 31385 77.21%
-# False positives: 461 0.65%
-# False negatives: 9262 22.79%
-# TCR(l=50): 1.257954 SpamRecall: 77.214% SpamPrec: 98.552%
+# Correctly non-spam: 71214 99.40%
+# Correctly spam: 30892 76.96%
+# False positives: 433 0.60%
+# False negatives: 9248 23.04%
+# TCR(l=50): 1.299113 SpamRecall: 76.961% SpamPrec: 98.618%
##### 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: 562795 98.32%
-# Correctly spam: 119441 36.62%
-# False positives: 9641 1.68%
-# False negatives: 206752 63.38%
-# TCR(l=50): 0.473566 SpamRecall: 36.617% SpamPrec: 92.531%
+# Correctly non-spam: 564342 98.30%
+# Correctly spam: 121037 37.55%
+# False positives: 9756 1.70%
+# False negatives: 201300 62.45%
+# TCR(l=50): 0.467765 SpamRecall: 37.550% SpamPrec: 92.541%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 70246 98.33%
-# Correctly spam: 14758 36.31%
-# False positives: 1192 1.67%
-# False negatives: 25889 63.69%
-# TCR(l=50): 0.475465 SpamRecall: 36.308% SpamPrec: 92.527%
+# Correctly non-spam: 70446 98.32%
+# Correctly spam: 15110 37.64%
+# False positives: 1201 1.68%
+# False negatives: 25030 62.36%
+# TCR(l=50): 0.471791 SpamRecall: 37.643% SpamPrec: 92.637%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1917311&r1=1917310&r2=1917311&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Apr 25 02:57:01 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 570641 62.706% (99.535% of non-spam corpus)
-# Correctly spam: 278022 30.551% (82.569% of spam corpus)
-# False positives: 2665 0.293% (0.465% of nonspam, 113753 weighted)
-# False negatives: 58691 6.449% (17.431% of spam, 102622 weighted)
-# Average score for spam: 10.9 nonspam: -1.2
-# Average for false-pos: 7.3 false-neg: 1.7
-# TOTAL: 910019 100.00%
+# Correctly non-spam: 570564 62.698% (99.522% of non-spam corpus)
+# Correctly spam: 278173 30.568% (82.615% of spam corpus)
+# False positives: 2742 0.301% (0.478% of nonspam, 115969 weighted)
+# False negatives: 58539 6.433% (17.385% of spam, 101736 weighted)
+# Average score for spam: 10.7 nonspam: -1.1
+# Average for false-pos: 7.2 false-neg: 1.7
+# TOTAL: 910018 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 71245 99.55%
-# Correctly spam: 34757 82.81%
-# False positives: 323 0.45%
-# False negatives: 7213 17.19%
-# TCR(l=50): 1.796430 SpamRecall: 82.814% SpamPrec: 99.079%
+# Correctly non-spam: 71060 99.29%
+# Correctly spam: 34654 82.57%
+# False positives: 508 0.71%
+# False negatives: 7315 17.43%
+# TCR(l=50): 1.282867 SpamRecall: 82.570% SpamPrec: 98.555%
##### 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: 571149 99.62%
-# Correctly spam: 173707 51.59%
+# Correctly spam: 173712 51.59%
# False positives: 2157 0.38%
-# False negatives: 163006 48.41%
-# TCR(l=50): 1.243144 SpamRecall: 51.589% SpamPrec: 98.773%
+# False negatives: 163000 48.41%
+# TCR(l=50): 1.243168 SpamRecall: 51.591% SpamPrec: 98.774%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 71312 99.64%
-# Correctly spam: 21687 51.67%
+# Correctly spam: 21645 51.57%
# False positives: 256 0.36%
-# False negatives: 20283 48.33%
-# TCR(l=50): 1.268627 SpamRecall: 51.673% SpamPrec: 98.833%
+# False negatives: 20324 48.43%
+# TCR(l=50): 1.267027 SpamRecall: 51.574% SpamPrec: 98.831%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1917311&r1=1917310&r2=1917311&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Apr 25 02:57:01 2024
@@ -1,139 +1,137 @@
-# Using score set 0 logs for revision 1917278 from:
-# ham-ena-week0.r1917278.log ham-ena-week1.r1917278.log ham-ena-week2.r1917278.log ham-ena-week3.r1917278.log ham-ena-week4.r1917278.log ham-giovanni-ham.r1917278.log ham-giovanni-spammy.r1917278.log ham-giovanni-spam.r1917278.log ham-grenier.r1917278.log ham-hege.r1917278.log ham-jhardin.r1917278.log ham-llanga.r1917278.log ham-mmiroslaw-mails-ham.r1917278.log ham-mmiroslaw-mails-spam.r1917278.log ham-spamsponge.r1917278.log ham-tsz-corpus.r1917278.log ham-whyscream.r1917278.log spam-ena-week0.r1917278.log spam-ena-week1.r1917278.log spam-ena-week2.r1917278.log spam-ena-week3.r1917278.log spam-ena-week4.r1917278.log spam-giovanni-ham.r1917278.log spam-giovanni-spammy.r1917278.log spam-giovanni-spam.r1917278.log spam-grenier.r1917278.log spam-hege.r1917278.log spam-jhardin.r1917278.log spam-llanga.r1917278.log spam-mmiroslaw-mails-ham.r1917278.log spam-mmiroslaw-mails-spam.r1917278.log spam-spamsponge.r1917278.log spam-tsz-corpus.r1917278.log spam-whyscream.r1917278.log
+# Using score set 0 logs for revision 1917306 from:
+# ham-ena-week0.r1917306.log ham-ena-week1.r1917306.log ham-ena-week2.r1917306.log ham-ena-week3.r1917306.log ham-ena-week4.r1917306.log ham-giovanni-ham.r1917306.log ham-giovanni-spammy.r1917306.log ham-giovanni-spam.r1917306.log ham-grenier.r1917306.log ham-hege.r1917306.log ham-jhardin.r1917306.log ham-llanga.r1917306.log ham-mmiroslaw-mails-ham.r1917306.log ham-mmiroslaw-mails-spam.r1917306.log ham-spamsponge.r1917306.log ham-tsz-corpus.r1917306.log ham-whyscream.r1917306.log spam-ena-week0.r1917306.log spam-ena-week1.r1917306.log spam-ena-week2.r1917306.log spam-ena-week3.r1917306.log spam-ena-week4.r1917306.log spam-giovanni-ham.r1917306.log spam-giovanni-spammy.r1917306.log spam-giovanni-spam.r1917306.log spam-grenier.r1917306.log spam-hege.r1917306.log spam-jhardin.r1917306.log spam-llanga.r1917306.log spam-mmiroslaw-mails-ham.r1917306.log spam-mmiroslaw-mails-spam.r1917306.log spam-spamsponge.r1917306.log spam-tsz-corpus.r1917306.log spam-whyscream.r1917306.log
-score ACCT_PHISHING_MANY 2.984
+score ACCT_PHISHING_MANY 3.000
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 0.165
+score AC_FROM_MANY_DOTS 0.009
+score AC_HTML_NONSENSE_TAGS 2.000
+score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.006
+score ADVANCE_FEE_3_NEW 3.001
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.550
+score ADVANCE_FEE_4_NEW 2.551
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 3.299
+score ADVANCE_FEE_4_NEW_MONEY 3.399
score ADVANCE_FEE_5_NEW 2.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.039
-score AD_PREFS 0.146
-score AMAZON_IMG_NOT_RCVD_AMZN 2.279
-score APOSTROPHE_TOCC 0.999
+score ADVANCE_FEE_5_NEW_MONEY 1.289
+score AD_PREFS 0.461
+score AMAZON_IMG_NOT_RCVD_AMZN 2.255
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 2.899
-score BIGNUM_EMAILS_FREEM 1.031
-score BITCOIN_DEADLINE 2.049
-score BITCOIN_EXTORT_01 3.399
-score BITCOIN_OBFU_SUBJ 1.072
-score BITCOIN_ONAN 2.124
-score BITCOIN_PAY_ME 2.601
+score AXB_X_FF_SEZ_S 2.799
+score BIGNUM_EMAILS_FREEM 2.651
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 3.395
+score BITCOIN_OBFU_SUBJ 3.499
+score BITCOIN_ONAN 2.104
+score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 0.001
+score BITCOIN_SPAM_07 1.722
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 3.088
+score BITCOIN_TOEQFM 2.777
+score BITCOIN_VISTA 3.089
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.264
+score BODY_SINGLE_URI 1.072
score BODY_URI_ONLY 2.341
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.936
-score CANT_SEE_AD 2.201
-score CK_HELO_GENERIC 0.250
-score COMPENSATION 1.198
-score CTE_8BIT_MISMATCH 1.000
-score DEAR_BENEFICIARY 0.796
-score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 1.544
+score BOGUS_MSM_HDRS 0.001
+score CANT_SEE_AD 2.499
+score CK_HELO_GENERIC 0.249
+score COMPENSATION 1.146
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 2.514
+score DSN_NO_MIMEVERSION 2.000
+score DYNAMIC_IMGUR 2.193
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.500
-score FBI_MONEY 0.023
-score FBI_SPOOF 1.485
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 1.056
+score FBI_SPOOF 0.323
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.287
+score FONT_INVIS_HTML_NOHTML 2.999
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.500
-score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.424
-score FORM_FRAUD 0.354
+score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_NORDNS 0.001 # force non-zero
+score FONT_INVIS_POSTEXTRAS 2.592
+score FORM_FRAUD 0.352
score FORM_FRAUD_3 2.999
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.120
+score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 2.250
-score FROM_IN_TO_AND_SUBJ 1.799
-score FROM_MISSPACED 0.001
+score FROM_ADDR_WS 2.251
+score FROM_IN_TO_AND_SUBJ 1.699
+score FROM_MISSPACED 0.001 # force non-zero
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.685
+score FROM_MISSP_EH_MATCH 0.654
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.559
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NTLD_REPLY_FREEMAIL 0.754
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 3.299
-score FROM_WSP_LEAD 2.649
+score FROM_WSP_LEAD 2.661
score FROM_WSP_TRAIL 3.099
score FSL_CTYPE_WIN1251 0.001
+score FSL_HAS_TINYURL 2.799
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.599
score FUZZY_IMPORTANT 2.599
-score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 2.422
-score GB_CUSTOM_HTM_URI 1.036
-score GB_FAKE_RF_SHORT 1.937
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score FUZZY_PRIVACY 2.800
+score GB_BITCOIN_CP 1.841
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.938
+score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 2.496
-score GOOG_STO_IMG_HTML 2.501
+score GOOG_REDIR_NORDNS 2.396
+score GOOG_STO_IMG_HTML 2.502
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.500
-score HDR_ORDER_FTSDMCXX_NORDNS 0.661
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDR_ORDER_FTSDMCXX_NORDNS 0.663
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 1.000
-score HK_NAME_FM_MR_MRS 1.230
+score HK_LOTTO 0.999
+score HK_NAME_FM_MR_MRS 0.978
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.103
+score HK_RANDOM_ENVFROM 0.330
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.462
-score HOSTED_IMG_FREEM 0.218
+score HK_SCAM 1.843
+score HOSTED_IMG_DIRECT_MX 0.001
+score HOSTED_IMG_FREEM 0.755
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.168
+score HREF_EMPTY_NORDNS 0.267
score HTML_BADATTR 1.000
-score HTML_ENTITY_ASCII 2.794
-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 2.402
-score HTML_TEXT_INVISIBLE_FONT 1.900
+score HTML_TAG_BALANCE_CENTER 2.401
+score HTML_TEXT_INVISIBLE_FONT 1.902
score HTML_TEXT_INVISIBLE_STYLE 0.001
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.001
+score KHOP_FAKE_EBAY 0.448
score KHOP_HELO_FCRDNS 0.399
-score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 3.000
+score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.686
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.583
+score MALFORMED_FREEMAIL 2.355
score MANY_SUBDOM 2.699
-score MAY_BE_FORGED 2.099
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
@@ -142,90 +140,90 @@ score MIXED_ES 1.7
score MIXED_HREF_CASE 1.940
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.791
+score MONEY_FORM_SHORT 1.890
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.096
+score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001 # force non-zero
+score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_NOFQDN1 0.001 # force non-zero
-score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.643
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -3.032
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 NSL_RCVD_HELO_USER 1.997
score ODD_FREEM_REPTO 2.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.378
-score PDS_BTC_NTLD 1.352
+score PDS_BTC_MSGID 0.917
+score PDS_BTC_NTLD 0.778
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.585
-score PDS_FROM_NAME_TO_DOMAIN 1.330
-score PDS_HP_HELO_NORDNS 0.880
+score PDS_FRNOM_TODOM_NAKED_TO 0.543
+score PDS_FROM_NAME_TO_DOMAIN 1.146
+score PDS_HP_HELO_NORDNS 0.978
score PDS_OTHER_BAD_TLD 1.999
-score PHP_ORIG_SCRIPT 0.811
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PHP_ORIG_SCRIPT 0.815
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.672
+score RATWARE_NO_RDNS 1.162
score READY_TO_SHIP 1.249
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 1.404
-score REPTO_419_FRAUD_GM_LOOSE 1.000
-score RISK_FREE 0.001
-score SCC_BOGUS_CTE_1 0.973
-score SCC_CANSPAM_1 2.235
-score SCC_CANSPAM_2 3.799
+score REPTO_419_FRAUD_GM 2.999
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RISK_FREE 2.499
+score SCC_BOGUS_CTE_1 0.222
+score SCC_CANSPAM_1 2.092
+score SCC_CANSPAM_2 2.500
score SCC_ISEMM_LID_1B 1.499
score SERGIO_SUBJECT_VIAGRA01 2.699
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.367
+score SPOOFED_FREEMAIL_NO_RDNS 0.270
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.917
+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 1.941
-score THIS_IS_ADV_SUSP_NTLD 0.266
-score TINY_FLOAT 2.999
+score THIS_AD 1.938
+score THIS_IS_ADV_SUSP_NTLD 1.499
+score TINY_FLOAT 3.099
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.086
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score TO_EQ_FM_DOM_HTML_IMG 2.106
+score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.772
+score TO_NAME_SUBJ_NO_RDNS 2.733
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.685
+score TO_NO_BRKTS_HTML_IMG 1.994
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.380
-score TO_NO_BRKTS_NORDNS_HTML 2.000
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 2.900
-score TVD_PH_7 2.750
+score TO_NO_BRKTS_MSFT 1.593
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_PCNT 2.495
+score TVD_APPROVED 2.899
+score TVD_PH_7 2.491
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 2.100
-score UNDISC_FREEM 3.000
-score UNDISC_MONEY 3.399
-score UNICODE_OBFU_ASC 2.500
-score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.499
+score TVD_SPACE_RATIO_MINFP 2.097
+score UNDISC_FREEM 2.999
+score UNDISC_MONEY 3.400
+score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
+score URI_CLOUDFLAREIPFS 2.500
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.999
-score URI_IMG_CWINDOWSNET 3.136
-score URI_OBFU_TLD 0.688
+score URI_IMG_CWINDOWSNET 1.598
+score URI_OBFU_TLD 0.755
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.654
+score URI_PHISH 3.783
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.702
-score VISTA_COST 1.273
+score URI_WP_HACKED_2 2.500
+score VFY_ACCT_NORDNS 2.619
+score VISTA_COST 0.553
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.199
score WORD_INVIS_MANY 2.999
@@ -233,8 +231,8 @@ score XFER_LOTSA_MONEY 0.0
score XM_LIGHT_HEAVY 2.499
score XM_ONE_WORD 1.999
score XM_RANDOM 2.499
-score XM_RECPTID 3.000
-score XPRIO 0.118
+score XM_RECPTID 2.999
+score XPRIO 0.241
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
score YOU_INHERIT 2.999
@@ -313,11 +311,11 @@ score JH_SPAMMY_PATTERN02 1.0
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LIST_PRTL_SAME_USER 1.000
+score LONG_INVISIBLE_TEXT 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 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
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1917311&r1=1917310&r2=1917311&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Apr 25 02:57:01 2024
@@ -1,235 +1,231 @@
# Using score set 1 logs for revision 1917178 from:
# ham-net-ena-week0.r1917178.log ham-net-ena-week1.r1917178.log ham-net-ena-week2.r1917178.log ham-net-ena-week3.r1917178.log ham-net-ena-week4.r1917178.log ham-net-giovanni-ham.r1917178.log ham-net-giovanni-spammy.r1917178.log ham-net-giovanni-spam.r1917178.log ham-net-grenier.r1917178.log ham-net-hege.r1917178.log ham-net-jhardin.r1917178.log ham-net-llanga.r1917178.log ham-net-mmiroslaw-mails-ham.r1917178.log ham-net-mmiroslaw-mails-spam.r1917178.log ham-net-spamsponge.r1917178.log ham-net-tsz-corpus.r1917178.log ham-net-whyscream.r1917178.log spam-net-ena-week0.r1917178.log spam-net-ena-week1.r1917178.log spam-net-ena-week2.r1917178.log spam-net-ena-week3.r1917178.log spam-net-ena-week4.r1917178.log spam-net-giovanni-ham.r1917178.log spam-net-giovanni-spammy.r1917178.log spam-net-giovanni-spam.r1917178.log spam-net-grenier.r1917178.log spam-net-hege.r1917178.log spam-net-jhardin.r1917178.log spam-net-llanga.r1917178.log spam-net-mmiroslaw-mails-ham.r1917178.log spam-net-mmirosla
w-mails-spam.r1917178.log spam-net-spamsponge.r1917178.log spam-net-tsz-corpus.r1917178.log spam-net-whyscream.r1917178.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 3.000
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 0.479
-score ADMITS_SPAM 1.816
+score AC_POST_EXTRAS 0.802
+score ADMITS_SPAM 1.807
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 2.516
+score ADVANCE_FEE_3_NEW 2.518
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.932
-score ADVANCE_FEE_4_NEW 3.255
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_MONEY 1.943
+score ADVANCE_FEE_4_NEW 3.193
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 1.926
+score ADVANCE_FEE_5_NEW 1.492
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.120
-score AD_PREFS 0.379
+score ADVANCE_FEE_5_NEW_MONEY 1.214
+score AD_PREFS 0.060
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 1.000
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score APOSTROPHE_TOCC 0.999
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
score AXB_X_FF_SEZ_S 2.999
-score BIGNUM_EMAILS_FREEM 2.958
-score BITCOIN_DEADLINE 1.058
-score BITCOIN_EXTORT_01 1.257
-score BITCOIN_MALWARE 2.462
+score BIGNUM_EMAILS_FREEM 2.535
+score BITCOIN_DEADLINE 2.049
+score BITCOIN_EXTORT_01 0.874
+score BITCOIN_MALWARE 1.559
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 2.260
-score BITCOIN_PAY_ME 2.746
-score BITCOIN_SPAM_02 0.420
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 2.051
-score BITCOIN_SPAM_07 0.001
+score BITCOIN_ONAN 0.830
+score BITCOIN_PAY_ME 0.830
+score BITCOIN_SPAM_02 1.158
+score BITCOIN_SPAM_03 2.462
+score BITCOIN_SPAM_05 2.121
+score BITCOIN_SPAM_07 0.019
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 0.978
-score BITCOIN_VISTA 1.910
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.980
+score BITCOIN_TOEQFM 1.157
+score BITCOIN_VISTA 2.007
+score BITCOIN_XPRIO 2.500
+score BITCOIN_YOUR_INFO 2.964
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 0.281
+score BODY_URI_ONLY 0.275
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.102
+score BOGUS_MSM_HDRS 2.844
score CANT_SEE_AD 2.499
-score CK_HELO_GENERIC 0.250
+score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -0.668
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_HIGH -0.669
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.530
+score DYNAMIC_IMGUR 2.269
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.915
-score FBI_SPOOF 0.493
+score FBI_MONEY 1.341
+score FBI_SPOOF 1.730
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 1.993
-score FONT_INVIS_LONG_LINE 2.583
+score FONT_INVIS_HTML_NOHTML 2.005
+score FONT_INVIS_LONG_LINE 2.698
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.263
-score FONT_INVIS_POSTEXTRAS 2.918
-score FORGED_SPF_HELO 0.214
-score FORM_FRAUD 0.373
+score FONT_INVIS_NORDNS 1.287
+score FONT_INVIS_POSTEXTRAS 2.610
+score FORGED_SPF_HELO 0.246
+score FORM_FRAUD 0.287
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 0.701
-score FROM_FMBLA_NEWDOM 1.500
+score FROM_ADDR_WS 0.698
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.999
score FROM_GOV_SPOOF 0.999
-score FROM_IN_TO_AND_SUBJ 0.642
+score FROM_IN_TO_AND_SUBJ 1.799
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.678
+score FROM_MISSP_DYNIP 0.661
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
-score FROM_MISSP_REPLYTO 0.114
+score FROM_MISSP_REPLYTO 0.126
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.585
+score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.399
-score FROM_WSP_LEAD 0.001 # force non-zero
-score FROM_WSP_TRAIL 3.086
+score FROM_UNBAL1 2.400
+score FROM_WSP_LEAD 0.001
+score FROM_WSP_TRAIL 2.999
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
+score FSL_NEW_HELO_USER 0.001 # force non-zero
score FUZZY_CLICK_HERE 3.499
-score FUZZY_IMPORTANT 1.470
+score FUZZY_IMPORTANT 0.823
score FUZZY_PRIVACY 2.699
-score GB_BITCOIN_CP 2.225
-score GB_CUSTOM_HTM_URI 0.181
+score GB_BITCOIN_CP 2.929
+score GB_CUSTOM_HTM_URI 0.182
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.001
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_HASHBL_BTC 4.600
-score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 1.224
-score GOOG_STO_IMG_HTML 2.226
+score GB_HASHBL_BTC 2.485
+score GOOG_MALWARE_DNLD 5.000
+score GOOG_REDIR_NORDNS 1.228
+score GOOG_STO_IMG_HTML 2.225
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.100
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 0.465
-score HK_LOTTO 0.770
-score HK_NAME_FM_MR_MRS 1.039
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 0.462
+score HK_LOTTO 0.896
+score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
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 2.614
-score HOSTED_IMG_FREEM 1.047
+score HOSTED_IMG_DIRECT_MX 3.314
+score HOSTED_IMG_FREEM 1.049
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 1.474
+score HREF_EMPTY_NORDNS 1.477
score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII 2.729
-score HTML_FONT_TINY_NORDNS 0.213
+score HTML_ENTITY_ASCII 2.999
+score HTML_FONT_TINY_NORDNS 0.083
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 2.799
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 2.028
+score HTML_TEXT_INVISIBLE_STYLE 2.157
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.258
-score LIST_PARTIAL_SHORT_MSG 1.165
+score KHOP_HELO_FCRDNS 0.260
score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.459
-score LONG_INVISIBLE_TEXT 1.864
+score LONG_IMG_URI 0.456
+score LONG_INVISIBLE_TEXT 1.865
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MALFORMED_FREEMAIL 1.781
+score MALFORMED_FREEMAIL 1.779
score MANY_SUBDOM 2.599
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.001 # force non-zero
+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 1.799
+score MIXED_ES 1.800
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 0.001 # force non-zero
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.929
+score MONEY_FRAUD_8 2.805
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.484
-score MSGID_NOFQDN1 1.946
+score MONEY_NOHTML 2.394
+score MSGID_NOFQDN1 1.939
score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.211
+score NICE_REPLY_A -2.700
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 0.396
-score ODD_FREEM_REPTO 2.507
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.751
+score NSL_RCVD_HELO_USER 0.319
+score ODD_FREEM_REPTO 2.498
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.806
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.183
-score PDS_FROM_NAME_TO_DOMAIN 0.801
-score PDS_HELO_SPF_FAIL 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 0.542
+score PDS_FROM_NAME_TO_DOMAIN 0.572
+score PDS_HELO_SPF_FAIL 1.699
score PDS_HP_HELO_NORDNS 0.001
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 2.729
-score RCVD_IN_IADB_COURT -0.001
-score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001
+score RATWARE_NO_RDNS 2.755
+score RCVD_IN_IADB_COURT -0.001 # force non-zero
+score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 2.597
+score REPTO_419_FRAUD 3.000
+score REPTO_419_FRAUD_GM 2.984
score RISK_FREE 0.001
-score SCC_BOGUS_CTE_1 3.265
+score SCC_BOGUS_CTE_1 3.268
score SCC_CANSPAM_1 0.001
-score SCC_CANSPAM_2 0.688
+score SCC_CANSPAM_2 0.697
score SCC_ISEMM_LID_1B 1.499
score SERGIO_SUBJECT_VIAGRA01 2.599
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.350
-score SHORT_IMG_SUSP_NTLD 0.341
+score SHORTENER_SHORT_IMG 1.354
+score SHORT_IMG_SUSP_NTLD 1.118
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.512
+score SPOOFED_FREEM_REPTO 1.594
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.500
+score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.993
-score THIS_AD 1.101
-score THIS_IS_ADV_SUSP_NTLD 0.933
+score THIS_AD 1.107
+score THIS_IS_ADV_SUSP_NTLD 1.475
score TINY_FLOAT 2.799
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.348
-score TO_EQ_FM_DOM_HTML_ONLY 1.806
+score TO_EQ_FM_DOM_HTML_IMG 0.596
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_HTML_ONLY 1.812
+score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.904
+score TO_NAME_SUBJ_NO_RDNS 2.946
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.892
+score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 0.598
+score TO_NO_BRKTS_NORDNS_HTML 0.704
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.799
-score TVD_PH_7 2.026
-score TVD_SPACE_ENCODED 2.289
+score TVD_PH_7 2.022
+score TVD_SPACE_ENCODED 2.295
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.399
@@ -237,27 +233,27 @@ score UNICODE_OBFU_ASC 2.4
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_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
score URI_IMG_CWINDOWSNET 3.060
-score URI_ONLY_LOW_CONTRAST 2.173
-score URI_PHISH 1.160
+score URI_ONLY_LOW_CONTRAST 2.158
+score URI_PHISH 1.336
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 2.894
+score URI_WP_HACKED 2.904
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 1.254
-score VISTA_TONOM_EQ_TOLOC 1.314
+score VISTA_COST 1.600
+score VISTA_TONOM_EQ_TOLOC 1.368
score WIKI_IMG 3.199
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 2.397
score XPRIO 0.001
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.346
+score YOU_INHERIT 1.727
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -304,6 +300,7 @@ score FREEM_FRNUM_UNICD_EMPTY 1.0
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
+score FROM_FMBLA_NEWDOM 1.000
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_NEWDOM_BTC 1.000
score FROM_NTLD_LINKBAIT 1.000
@@ -343,7 +340,6 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 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
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1917311&r1=1917310&r2=1917311&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Apr 25 02:57:01 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 569185 63.339% (99.432% of non-spam corpus)
-# Correctly spam: 251270 27.961% (77.031% of spam corpus)
-# False positives: 3251 0.362% (0.568% of nonspam, 56318 weighted)
-# False negatives: 74923 8.337% (22.969% of spam, 137382 weighted)
+# Correctly non-spam: 570762 63.670% (99.419% of non-spam corpus)
+# Correctly spam: 247304 27.588% (76.722% of spam corpus)
+# False positives: 3336 0.372% (0.581% of nonspam, 56553 weighted)
+# False negatives: 75033 8.370% (23.278% of spam, 137872 weighted)
# Average score for spam: 7.6 nonspam: 0.4
-# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 898629 100.00%
+# Average for false-pos: 6.0 false-neg: 1.8
+# TOTAL: 896435 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 70977 99.35%
-# Correctly spam: 31385 77.21%
-# False positives: 461 0.65%
-# False negatives: 9262 22.79%
-# TCR(l=50): 1.257954 SpamRecall: 77.214% SpamPrec: 98.552%
+# Correctly non-spam: 71214 99.40%
+# Correctly spam: 30892 76.96%
+# False positives: 433 0.60%
+# False negatives: 9248 23.04%
+# TCR(l=50): 1.299113 SpamRecall: 76.961% SpamPrec: 98.618%
##### 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: 562795 98.32%
-# Correctly spam: 119441 36.62%
-# False positives: 9641 1.68%
-# False negatives: 206752 63.38%
-# TCR(l=50): 0.473566 SpamRecall: 36.617% SpamPrec: 92.531%
+# Correctly non-spam: 564342 98.30%
+# Correctly spam: 121037 37.55%
+# False positives: 9756 1.70%
+# False negatives: 201300 62.45%
+# TCR(l=50): 0.467765 SpamRecall: 37.550% SpamPrec: 92.541%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 70246 98.33%
-# Correctly spam: 14758 36.31%
-# False positives: 1192 1.67%
-# False negatives: 25889 63.69%
-# TCR(l=50): 0.475465 SpamRecall: 36.308% SpamPrec: 92.527%
+# Correctly non-spam: 70446 98.32%
+# Correctly spam: 15110 37.64%
+# False positives: 1201 1.68%
+# False negatives: 25030 62.36%
+# TCR(l=50): 0.471791 SpamRecall: 37.643% SpamPrec: 92.637%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1917311&r1=1917310&r2=1917311&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Apr 25 02:57:01 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 570641 62.706% (99.535% of non-spam corpus)
-# Correctly spam: 278022 30.551% (82.569% of spam corpus)
-# False positives: 2665 0.293% (0.465% of nonspam, 113753 weighted)
-# False negatives: 58691 6.449% (17.431% of spam, 102622 weighted)
-# Average score for spam: 10.9 nonspam: -1.2
-# Average for false-pos: 7.3 false-neg: 1.7
-# TOTAL: 910019 100.00%
+# Correctly non-spam: 570564 62.698% (99.522% of non-spam corpus)
+# Correctly spam: 278173 30.568% (82.615% of spam corpus)
+# False positives: 2742 0.301% (0.478% of nonspam, 115969 weighted)
+# False negatives: 58539 6.433% (17.385% of spam, 101736 weighted)
+# Average score for spam: 10.7 nonspam: -1.1
+# Average for false-pos: 7.2 false-neg: 1.7
+# TOTAL: 910018 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 71245 99.55%
-# Correctly spam: 34757 82.81%
-# False positives: 323 0.45%
-# False negatives: 7213 17.19%
-# TCR(l=50): 1.796430 SpamRecall: 82.814% SpamPrec: 99.079%
+# Correctly non-spam: 71060 99.29%
+# Correctly spam: 34654 82.57%
+# False positives: 508 0.71%
+# False negatives: 7315 17.43%
+# TCR(l=50): 1.282867 SpamRecall: 82.570% SpamPrec: 98.555%
##### 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: 571149 99.62%
-# Correctly spam: 173707 51.59%
+# Correctly spam: 173712 51.59%
# False positives: 2157 0.38%
-# False negatives: 163006 48.41%
-# TCR(l=50): 1.243144 SpamRecall: 51.589% SpamPrec: 98.773%
+# False negatives: 163000 48.41%
+# TCR(l=50): 1.243168 SpamRecall: 51.591% SpamPrec: 98.774%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 71312 99.64%
-# Correctly spam: 21687 51.67%
+# Correctly spam: 21645 51.57%
# False positives: 256 0.36%
-# False negatives: 20283 48.33%
-# TCR(l=50): 1.268627 SpamRecall: 51.673% SpamPrec: 98.833%
+# False negatives: 20324 48.43%
+# TCR(l=50): 1.267027 SpamRecall: 51.574% SpamPrec: 98.831%