Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916362&r1=1916361&r2=1916362&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Mar 17 02:50:39 2024
@@ -4,157 +4,156 @@
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.500
+score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.564
-score ADVANCE_FEE_2_NEW_MONEY 2.000
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.279
+score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.500
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.552
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.966
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.100
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.537
+score ADVANCE_FEE_4_NEW 2.135
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.228
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.576
-score AD_PREFS 0.333
+score ADVANCE_FEE_5_NEW_MONEY 1.567
+score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.199
-score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 2.801
-score BITCOIN_EXTORT_01 2.114
-score BITCOIN_MALWARE 2.912
-score BITCOIN_ONAN 1.726
+score BIGNUM_EMAILS_FREEM 0.001 # force non-zero
+score BITCOIN_DEADLINE 2.629
+score BITCOIN_EXTORT_01 2.104
+score BITCOIN_MALWARE 2.940
+score BITCOIN_ONAN 2.813
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_07 3.500
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 2.499
-score BODY_URI_ONLY 1.852
-score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.457
-score CK_HELO_GENERIC 0.249
+score BODY_URI_ONLY 1.851
+score BOGUS_MIME_VERSION 3.500
+score BOGUS_MSM_HDRS 2.088
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
score DATE_IN_FUTURE_Q_PLUS 3.899
score DEAR_BENEFICIARY 3.299
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -0.999
+score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.506
-score FBI_SPOOF 1.999
-score FILL_THIS_FORM 0.487
+score FBI_MONEY 1.712
+score FBI_SPOOF 1.883
+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_NORDNS 0.001 # force non-zero
+score FONT_INVIS_POSTEXTRAS 2.655
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.754
-score FORM_FRAUD_5 1.341
+score FORM_FRAUD_3 2.030
+score FORM_FRAUD_5 3.050
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 1.655
+score FROM_MISSPACED 2.000
+score FROM_MISSP_DYNIP 1.660
score FROM_MISSP_EH_MATCH 1.999
score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.499
-score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 0.943
+score FROM_MISSP_REPLYTO 2.500
+score FROM_MISSP_TO_UNDISC 0.986
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.115
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.485
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.399
-score FROM_WSP_TRAIL 1.401
+score FROM_WSP_TRAIL 1.402
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.143
+score FUZZY_AMAZON 2.399
score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 1.804
+score FUZZY_IMPORTANT 0.931
score FUZZY_PRIVACY 2.699
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 3.000
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.939
-score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 3.889
-score GOOG_REDIR_HTML_ONLY 1.999
+score GB_BITCOIN_CP 2.999
+score GB_CUSTOM_HTM_URI 1.500
+score GB_FAKE_RF_SHORT 1.941
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 3.887
+score GOOG_REDIR_HTML_ONLY 2.000
score GOOG_REDIR_NORDNS 2.500
-score GOOG_STO_IMG_HTML 2.510
-score GOOG_STO_NOIMG_HTML 2.600
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.148
+score GOOG_STO_IMG_HTML 2.500
+score GOOG_STO_NOIMG_HTML 2.604
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.149
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.456
+score HDR_ORDER_FTSDMCXX_NORDNS 2.052
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_LOTTO 1.000
-score HK_NAME_FM_MR_MRS 1.289
+score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.999
+score HK_NAME_FM_MR_MRS 1.315
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.351
-score HK_WIN 0.193
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 1.319
+score HK_WIN 0.001
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.347
+score HOSTED_IMG_FREEM 1.362
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.199
-score HTML_TEXT_INVISIBLE_FONT 1.188
-score HTML_TEXT_INVISIBLE_STYLE 0.500
+score HTML_TAG_BALANCE_CENTER 3.200
+score HTML_TEXT_INVISIBLE_FONT 1.192
+score HTML_TEXT_INVISIBLE_STYLE 0.503
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 2.499
+score LIST_PARTIAL_SHORT_MSG 2.500
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 3.000
-score LONG_IMG_URI 1.301
-score LONG_INVISIBLE_TEXT 1.787
+score LONG_HEX_URI 2.999
+score LONG_IMG_URI 1.320
+score LONG_INVISIBLE_TEXT 1.782
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.763
-score MALFORMED_FREEMAIL 1.706
-score MALWARE_NORDNS 1.520
+score LOTTO_AGENT 0.001 # force non-zero
+score LOTTO_DEPT 1.999
+score MALFORMED_FREEMAIL 1.713
+score MALWARE_NORDNS 2.045
score MANY_SUBDOM 3.099
score MAY_BE_FORGED 1.999
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.975
+score MILLION_USD 1.470
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.900
+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 0.878
-score MONEY_FRAUD_3 2.590
-score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 0.880
+score MONEY_FRAUD_3 2.422
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.919
+score MONEY_FROM_41 1.423
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_NOFQDN1 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.558
+score NICE_REPLY_A -1.928
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
@@ -162,81 +161,80 @@ score NSL_RCVD_HELO_USER 0.0
score OBFU_TEXT_ATTACH 1.599
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.120
-score PDS_FROM_NAME_TO_DOMAIN 1.280
-score PDS_HP_HELO_NORDNS 0.999
+score PDS_FRNOM_TODOM_NAKED_TO 0.452
+score PDS_FROM_NAME_TO_DOMAIN 1.947
+score PDS_HP_HELO_NORDNS 1.000
score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.206
+score RATWARE_NO_RDNS 2.191
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 0.804
-score SCC_BOGUS_CTE_1 0.849
-score SCC_CANSPAM_1 2.795
+score SCC_BODY_SINGLE_WORD 0.801
+score SCC_BOGUS_CTE_1 1.873
+score SCC_CANSPAM_1 3.202
score SCC_CANSPAM_2 4.199
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.946
+score SCC_SPAMMER_ADDR_2 3.213
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.600
+score SPOOFED_FREEMAIL_NO_RDNS 0.601
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.419
-score STY_INVIS_DIRECT 2.500
+score STATIC_XPRIO_OLE 1.420
+score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.700
+score SUSP_UTF8_WORD_COMBO 1.703
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.047
+score SUSP_UTF8_WORD_MANY 1.043
score SUSP_UTF8_WORD_SUBJ 1.752
-score THIS_AD 1.944
-score THIS_IS_ADV_SUSP_NTLD 0.285
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score THIS_AD 1.942
+score THIS_IS_ADV_SUSP_NTLD 0.839
+score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.958
+score TO_NAME_SUBJ_NO_RDNS 2.681
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.752
+score TO_NO_BRKTS_MSFT 1.750
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
-score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.602
+score TVD_SPACE_ENCODED 2.500
+score TVD_SPACE_RATIO_MINFP 1.601
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.899
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
-score URI_GOOGLE_PROXY 2.199
-score URI_GOOG_STO_SPAMMY 3.000
-score URI_IMG_CWINDOWSNET 3.150
-score URI_ONLY_MSGID_MALF 1.534
-score URI_PHISH 3.999
+score URI_GOOGLE_PROXY 2.200
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 3.136
+score URI_ONLY_MSGID_MALF 1.538
+score URI_PHISH 4.000
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
+score URI_WP_HACKED_2 2.500
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.015
-score VISTA_COST 0.504
+score VFY_ACCT_NORDNS 2.040
+score VISTA_COST 0.506
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.583
+score WORD_INVIS 1.582
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.239
+score XFER_LOTSA_MONEY 0.238
score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.499
+score XM_RANDOM 2.500
score XM_RECPTID 2.999
-score XPRIO 0.505
+score XPRIO 0.507
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.556
+score YOU_INHERIT 2.581
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -297,7 +295,6 @@ 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
@@ -333,10 +330,6 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score ODD_FREEM_REPTO 1.000
-score PDS_EMPTYSUBJ_URISHRT 1.000
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.000
-score PDS_NAKED_TO_NUMERO 1.000
-score PDS_TINYSUBJ_URISHRT 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
@@ -393,7 +386,6 @@ score URI_FIREBASEAPP 1.0
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
-score URI_ONLY_LOW_CONTRAST 1.000
score URI_OPTOUT_3LD 1.000
score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916362&r1=1916361&r2=1916362&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Mar 17 02:50:39 2024
@@ -1,264 +1,272 @@
-# Using score set 1 logs for revision 1916194 from:
-# ham-net-ena-week0.r1916194.log ham-net-ena-week1.r1916194.log ham-net-ena-week2.r1916194.log ham-net-ena-week3.r1916194.log ham-net-ena-week4.r1916194.log ham-net-giovanni-ham.r1916194.log ham-net-giovanni-spammy.r1916194.log ham-net-giovanni-spam.r1916194.log ham-net-grenier.r1916194.log ham-net-hege.r1916194.log ham-net-jhardin.r1916194.log ham-net-llanga.r1916194.log ham-net-mmiroslaw-mails-ham.r1916194.log ham-net-mmiroslaw-mails-spam.r1916194.log ham-net-spamsponge.r1916194.log ham-net-tsz-corpus.r1916194.log ham-net-whyscream.r1916194.log spam-net-ena-week0.r1916194.log spam-net-ena-week1.r1916194.log spam-net-ena-week2.r1916194.log spam-net-ena-week3.r1916194.log spam-net-ena-week4.r1916194.log spam-net-giovanni-ham.r1916194.log spam-net-giovanni-spammy.r1916194.log spam-net-giovanni-spam.r1916194.log spam-net-grenier.r1916194.log spam-net-hege.r1916194.log spam-net-jhardin.r1916194.log spam-net-llanga.r1916194.log spam-net-mmiroslaw-mails-ham.r1916194.log spam-net-mmirosla
w-mails-spam.r1916194.log spam-net-spamsponge.r1916194.log spam-net-tsz-corpus.r1916194.log spam-net-whyscream.r1916194.log
+# 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 2.999
+score ACCT_PHISHING_MANY 2.998
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 0.211
-score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.937
-score ADVANCE_FEE_2_NEW_MONEY 1.984
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.749
+score AC_HTML_NONSENSE_TAGS 2.000
+score AC_POST_EXTRAS 0.819
+score ADMITS_SPAM 3.099
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.300
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.259
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.193
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.630
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.499
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.909
-score AD_PREFS 0.450
+score ADVANCE_FEE_5_NEW_MONEY 0.604
+score AD_PREFS 0.331
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.199
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 2.634
-score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALWARE 3.467
-score BITCOIN_ONAN 2.534
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 0.882
-score BITCOIN_SPAM_05 0.229
-score BITCOIN_SPAM_07 1.927
+score BITCOIN_DEADLINE 1.884
+score BITCOIN_EXTORT_01 2.002
+score BITCOIN_MALWARE 2.429
+score BITCOIN_ONAN 2.079
+score BITCOIN_SPAM_02 1.051
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_05 1.571
+score BITCOIN_SPAM_07 2.134
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.001
+score BITCOIN_VISTA 2.429
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.303
-score BODY_URI_ONLY 0.705
-score BOGUS_MIME_VERSION 2.314
-score BOGUS_MSM_HDRS 0.001
-score CK_HELO_GENERIC 0.250
+score BODY_SINGLE_URI 0.298
+score BODY_URI_ONLY 0.704
+score BOGUS_MIME_VERSION 2.365
+score BOGUS_MSM_HDRS 1.745
+score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 2.931
-score DEAR_BENEFICIARY 1.293
-score DKIMWL_WL_HIGH -0.633
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DATE_IN_FUTURE_Q_PLUS 3.014
+score DEAR_BENEFICIARY 3.299
+score DKIMWL_WL_HIGH -0.316
+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 1.303
-score FBI_SPOOF 0.687
+score FBI_MONEY 0.832
+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 0.729
-score FONT_INVIS_POSTEXTRAS 2.977
-score FORGED_SPF_HELO 1.999
+score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_NORDNS 1.236
+score FONT_INVIS_POSTEXTRAS 2.971
+score FORGED_SPF_HELO 1.900
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.177
-score FORM_FRAUD_5 1.370
+score FORM_FRAUD_3 0.412
+score FORM_FRAUD_5 3.111
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 1.220
-score FROM_FMBLA_NEWDOM14 0.650
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 2.053
-score FROM_MISSPACED 0.710
-score FROM_MISSP_DYNIP 1.114
-score FROM_MISSP_EH_MATCH 0.445
-score FROM_MISSP_FREEMAIL 3.299
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.346
+score FROM_IN_TO_AND_SUBJ 1.790
+score FROM_MISSPACED 0.001
+score FROM_MISSP_DYNIP 0.584
+score FROM_MISSP_EH_MATCH 0.765
+score FROM_MISSP_FREEMAIL 3.499
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.661
-score FROM_MISSP_REPLYTO 0.852
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 2.502
+score FROM_MISSP_PHISH 0.043
+score FROM_MISSP_REPLYTO 0.808
+score FROM_MISSP_SPF_FAIL 1.250
+score FROM_MISSP_TO_UNDISC 1.464
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 0.169
-score FROM_PAYPAL_SPOOF 0.001
+score FROM_NTLD_REPLY_FREEMAIL 0.260
+score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 0.458
+score FROM_UNBAL2 2.299
+score FROM_WSP_TRAIL 0.456
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.399
-score FUZZY_CLICK_HERE 3.099
-score FUZZY_IMPORTANT 2.599
-score FUZZY_PRIVACY 2.699
-score FUZZY_SECURITY 2.899
-score FUZZY_WALLET 1.297
+score FUZZY_CLICK_HERE 3.299
+score FUZZY_IMPORTANT 2.130
+score FUZZY_PRIVACY 2.600
+score FUZZY_SECURITY 2.799
+score FUZZY_WALLET 0.252
score GB_BITCOIN_CP 2.999
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.717
+score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.613
-score GOOG_MALWARE_DNLD 4.211
-score GOOG_REDIR_HTML_ONLY 2.000
+score GB_HASHBL_BTC 4.816
+score GOOG_MALWARE_DNLD 3.498
+score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.224
-score GOOG_STO_NOIMG_HTML 2.725
+score GOOG_STO_IMG_HTML 2.027
+score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 1.119
+score HDRS_MISSP 2.500
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 1.182
+score HELO_NO_DOMAIN 0.937
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.005
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_FM_MR_MRS 0.911
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.938
-score HOSTED_IMG_DIRECT_MX 2.645
-score HOSTED_IMG_FREEM 1.048
+score HK_SCAM 1.999
+score HK_WIN 0.558
+score HOSTED_IMG_DIRECT_MX 2.729
+score HOSTED_IMG_FREEM 1.046
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.320
-score HTML_SINGLET_MANY 2.397
-score HTML_TAG_BALANCE_CENTER 2.999
-score HTML_TEXT_INVISIBLE_FONT 0.055
-score HTML_TEXT_INVISIBLE_STYLE 0.922
+score HTML_FONT_TINY_NORDNS 0.001
+score HTML_OFF_PAGE 2.366
+score HTML_SINGLET_MANY 2.369
+score HTML_TAG_BALANCE_CENTER 3.099
+score HTML_TEXT_INVISIBLE_FONT 0.053
+score HTML_TEXT_INVISIBLE_STYLE 1.067
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.257
-score LIST_PARTIAL_SHORT_MSG 1.768
+score KHOP_HELO_FCRDNS 0.001
+score LIST_PARTIAL_SHORT_MSG 1.538
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.191
-score LONG_IMG_URI 0.445
-score LONG_INVISIBLE_TEXT 2.101
+score LONG_HEX_URI 2.151
+score LONG_IMG_URI 1.105
+score LONG_INVISIBLE_TEXT 2.096
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.943
-score MALWARE_NORDNS 3.266
+score MALFORMED_FREEMAIL 1.333
+score MALWARE_NORDNS 1.530
score MANY_SUBDOM 3.099
-score MAY_BE_FORGED 2.299
+score MAY_BE_FORGED 2.199
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.679
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.516
-score MIXED_ES 2.099
+score MILLION_USD 1.590
+score MIMEOLE_DIRECT_TO_MX 0.911
+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 0.901
-score MONEY_FRAUD_3 2.610
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 2.606
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.087
-score MONEY_FROM_41 1.999
+score MONEY_FREEMAIL_REPTO 1.090
+score MONEY_FROM_41 2.000
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 1.940
+score MSGID_NOFQDN1 2.198
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.462
-score NORDNS_LOW_CONTRAST 2.424
+score NICE_REPLY_A -2.944
+score NORDNS_LOW_CONTRAST 1.424
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.293
-score OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 0.002
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.001 # force non-zero
+score OBFU_TEXT_ATTACH 1.594
+score 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 0.936
+score PDS_BTC_MSGID 0.215
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 1.499
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.958
-score PDS_FROM_NAME_TO_DOMAIN 0.041
+score PDS_FRNOM_TODOM_DBL_URL 0.033
+score PDS_FRNOM_TODOM_NAKED_TO 0.881
+score PDS_FROM_2_EMAILS 1.756
+score PDS_FROM_NAME_TO_DOMAIN 0.095
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 1.500
+score PDS_PHP_EVAL 1.458
score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.499
+score PHP_SCRIPT 2.500
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 2.000
-score RATWARE_NO_RDNS 1.438
-score RCVD_IN_IADB_COURT -0.001
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 2.743
+score RCVD_IN_IADB_COURT -0.001 # force non-zero
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score REPTO_419_FRAUD_GM 2.936
+score REPTO_419_FRAUD_GM 1.867
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 3.358
-score SCC_CANSPAM_1 0.010
-score SCC_CANSPAM_2 3.999
-score SCC_CTMPP 2.499
+score SCC_BOGUS_CTE_1 3.755
+score SCC_CANSPAM_1 1.342
+score SCC_CANSPAM_2 4.199
+score SCC_CTMPP 0.872
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.399
+score SCC_SPAMMER_ADDR_2 3.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.357
+score SHORTENER_SHORT_IMG 1.754
+score SHORT_IMG_SUSP_NTLD 1.499
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.263
-score STY_INVIS_DIRECT 0.748
-score SUBJ_ATTENTION 0.499
+score STATIC_XPRIO_OLE 1.260
+score STY_INVIS_DIRECT 0.754
+score SUBJ_ATTENTION 0.500
+score SUSP_UTF8_WORD_COMBO 2.218
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.892
-score SUSP_UTF8_WORD_SUBJ 1.577
-score THIS_AD 2.199
-score THIS_IS_ADV_SUSP_NTLD 0.001
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_SPF_FAIL 0.042
-score TO_EQ_FM_SPF_FAIL 0.156
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.376
+score SUSP_UTF8_WORD_MANY 0.459
+score SUSP_UTF8_WORD_SUBJ 0.793
+score TEQF_USR_POLITE 1.989
+score THIS_AD 1.114
+score THIS_IS_ADV_SUSP_NTLD 1.207
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 1.596
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 1.920
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.789
+score TO_NO_BRKTS_HTML_IMG 1.791
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.503
-score TO_NO_BRKTS_NORDNS_HTML 1.205
-score TO_NO_BRKTS_PCNT 2.400
+score TO_NO_BRKTS_MSFT 1.420
+score TO_NO_BRKTS_NORDNS_HTML 1.513
+score TO_NO_BRKTS_PCNT 2.399
score TRANSFORM_LIFE 2.499
-score TVD_SPACE_ENCODED 2.283
+score TVD_DOLLARS_US 1.554
+score TVD_FROM_1 0.999
+score TVD_PH_7 2.399
+score TVD_SPACE_ENCODED 1.261
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.799
+score UNDISC_MONEY 2.899
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_ZW_MANY 0.001
+score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
score URI_AZURE_CLOUDAPP 2.999
score URI_CLOUDFLAREIPFS 2.499
-score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 2.998
+score URI_IMG_CWINDOWSNET 3.188
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.798
+score URI_PHISH 2.901
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 2.253
-score VISTA_COST 2.466
-score VISTA_TONOM_EQ_TOLOC 0.001
-score WORD_INVIS 0.808
-score WORD_INVIS_MANY 3.000
+score VFY_ACCT_NORDNS 2.334
+score VISTA_COST 2.494
+score VISTA_TONOM_EQ_TOLOC 0.388
+score WORD_INVIS 1.898
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
-score XM_RECPTID 2.999
+score XM_RECPTID 2.630
score XPRIO 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.282
+score YOU_INHERIT 1.451
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -337,7 +345,6 @@ score HREF_EMPTY_XANTIABUSE 1.0
score HREF_EMPTY_XAUTHED 1.000
score HTML_BADATTR 1.000
score HTML_ENTITY_ASCII_TINY 1.000
-score HTML_OFF_PAGE 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score JH_SPAMMY_HEADERS 1.000
score JH_SPAMMY_PATTERN01 1.000
@@ -362,7 +369,6 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score ODD_FREEM_REPTO 1.000
-score PDS_NAKED_TO_NUMERO 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
@@ -395,7 +401,6 @@ score SCC_ISEMM_LID_1 1.0
score SCC_ISEMM_LID_1A 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
-score SHORT_IMG_SUSP_NTLD 1.000
score SHY_OBFU_EXPIRE 1.000
score SHY_OBFU_PASSWORD 1.000
score SPAM_CWINDOWSNET 1.000
@@ -414,6 +419,7 @@ score UNSUB_GOOG_FORM 1.0
score URI_ADOBESPARK 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
+score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
score URI_HEX_IP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916362&r1=1916361&r2=1916362&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Mar 17 02:50:39 2024
@@ -1,10 +1,10 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 500445 64.288% (99.439% of non-spam corpus)
-# Correctly spam: 198111 25.450% (71.995% of spam corpus)
-# False positives: 2825 0.363% (0.561% of nonspam, 47736 weighted)
-# False negatives: 77063 9.900% (28.005% of spam, 143190 weighted)
+# Correctly non-spam: 500436 64.287% (99.437% of non-spam corpus)
+# Correctly spam: 198193 25.460% (72.025% of spam corpus)
+# False positives: 2834 0.364% (0.563% of nonspam, 47866 weighted)
+# False negatives: 76981 9.889% (27.975% of spam, 142718 weighted)
# Average score for spam: 7.4 nonspam: 0.5
# Average for false-pos: 6.2 false-neg: 1.9
# TOTAL: 778444 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62480 99.43%
-# Correctly spam: 24811 72.10%
-# False positives: 361 0.57%
-# False negatives: 9601 27.90%
-# TCR(l=50): 1.244512 SpamRecall: 72.100% SpamPrec: 98.566%
+# Correctly non-spam: 62483 99.43%
+# Correctly spam: 24777 72.00%
+# False positives: 358 0.57%
+# False negatives: 9635 28.00%
+# TCR(l=50): 1.249755 SpamRecall: 72.001% SpamPrec: 98.576%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916362&r1=1916361&r2=1916362&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Mar 17 02:50:39 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 499128 63.199% (99.595% of non-spam corpus)
-# Correctly spam: 233969 29.625% (81.065% of spam corpus)
-# False positives: 2032 0.257% (0.405% of nonspam, 85791 weighted)
-# False negatives: 54649 6.920% (18.935% of spam, 98275 weighted)
-# Average score for spam: 12.4 nonspam: -1.1
+# Correctly non-spam: 505192 63.877% (99.570% of non-spam corpus)
+# Correctly spam: 227946 28.822% (80.402% of spam corpus)
+# False positives: 2180 0.276% (0.430% of nonspam, 89157 weighted)
+# False negatives: 55561 7.025% (19.598% of spam, 100232 weighted)
+# Average score for spam: 12.3 nonspam: -1.1
# Average for false-pos: 7.3 false-neg: 1.8
-# TOTAL: 789778 100.00%
+# TOTAL: 790879 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62317 99.57%
-# Correctly spam: 29260 81.10%
-# False positives: 272 0.43%
-# False negatives: 6817 18.90%
-# TCR(l=50): 1.767008 SpamRecall: 81.104% SpamPrec: 99.079%
+# Correctly non-spam: 63086 99.56%
+# Correctly spam: 28380 80.04%
+# False positives: 279 0.44%
+# False negatives: 7076 19.96%
+# TCR(l=50): 1.686293 SpamRecall: 80.043% SpamPrec: 99.026%
##### 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: 499254 99.62%
-# Correctly spam: 140694 48.75%
-# False positives: 1906 0.38%
-# False negatives: 147924 51.25%
-# TCR(l=50): 1.186635 SpamRecall: 48.747% SpamPrec: 98.663%
+# Correctly non-spam: 505523 99.64%
+# Correctly spam: 143162 50.50%
+# False positives: 1849 0.36%
+# False negatives: 140345 49.50%
+# TCR(l=50): 1.217840 SpamRecall: 50.497% SpamPrec: 98.725%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62342 99.61%
-# Correctly spam: 17512 48.54%
-# False positives: 247 0.39%
-# False negatives: 18565 51.46%
-# TCR(l=50): 1.166974 SpamRecall: 48.541% SpamPrec: 98.609%
+# Correctly non-spam: 63123 99.62%
+# Correctly spam: 17828 50.28%
+# False positives: 242 0.38%
+# False negatives: 17628 49.72%
+# TCR(l=50): 1.192680 SpamRecall: 50.282% SpamPrec: 98.661%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916362&r1=1916361&r2=1916362&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Mar 17 02:50:39 2024
@@ -4,157 +4,156 @@
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.500
+score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.564
-score ADVANCE_FEE_2_NEW_MONEY 2.000
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.279
+score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.500
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.552
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.966
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.100
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.537
+score ADVANCE_FEE_4_NEW 2.135
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.228
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.576
-score AD_PREFS 0.333
+score ADVANCE_FEE_5_NEW_MONEY 1.567
+score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.199
-score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 2.801
-score BITCOIN_EXTORT_01 2.114
-score BITCOIN_MALWARE 2.912
-score BITCOIN_ONAN 1.726
+score BIGNUM_EMAILS_FREEM 0.001 # force non-zero
+score BITCOIN_DEADLINE 2.629
+score BITCOIN_EXTORT_01 2.104
+score BITCOIN_MALWARE 2.940
+score BITCOIN_ONAN 2.813
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_07 3.500
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 2.499
-score BODY_URI_ONLY 1.852
-score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.457
-score CK_HELO_GENERIC 0.249
+score BODY_URI_ONLY 1.851
+score BOGUS_MIME_VERSION 3.500
+score BOGUS_MSM_HDRS 2.088
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
score DATE_IN_FUTURE_Q_PLUS 3.899
score DEAR_BENEFICIARY 3.299
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -0.999
+score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.506
-score FBI_SPOOF 1.999
-score FILL_THIS_FORM 0.487
+score FBI_MONEY 1.712
+score FBI_SPOOF 1.883
+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_NORDNS 0.001 # force non-zero
+score FONT_INVIS_POSTEXTRAS 2.655
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.754
-score FORM_FRAUD_5 1.341
+score FORM_FRAUD_3 2.030
+score FORM_FRAUD_5 3.050
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 1.655
+score FROM_MISSPACED 2.000
+score FROM_MISSP_DYNIP 1.660
score FROM_MISSP_EH_MATCH 1.999
score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.499
-score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 0.943
+score FROM_MISSP_REPLYTO 2.500
+score FROM_MISSP_TO_UNDISC 0.986
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.115
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.485
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.399
-score FROM_WSP_TRAIL 1.401
+score FROM_WSP_TRAIL 1.402
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.143
+score FUZZY_AMAZON 2.399
score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 1.804
+score FUZZY_IMPORTANT 0.931
score FUZZY_PRIVACY 2.699
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 3.000
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.939
-score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 3.889
-score GOOG_REDIR_HTML_ONLY 1.999
+score GB_BITCOIN_CP 2.999
+score GB_CUSTOM_HTM_URI 1.500
+score GB_FAKE_RF_SHORT 1.941
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 3.887
+score GOOG_REDIR_HTML_ONLY 2.000
score GOOG_REDIR_NORDNS 2.500
-score GOOG_STO_IMG_HTML 2.510
-score GOOG_STO_NOIMG_HTML 2.600
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.148
+score GOOG_STO_IMG_HTML 2.500
+score GOOG_STO_NOIMG_HTML 2.604
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.149
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.456
+score HDR_ORDER_FTSDMCXX_NORDNS 2.052
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_LOTTO 1.000
-score HK_NAME_FM_MR_MRS 1.289
+score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.999
+score HK_NAME_FM_MR_MRS 1.315
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.351
-score HK_WIN 0.193
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 1.319
+score HK_WIN 0.001
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.347
+score HOSTED_IMG_FREEM 1.362
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.199
-score HTML_TEXT_INVISIBLE_FONT 1.188
-score HTML_TEXT_INVISIBLE_STYLE 0.500
+score HTML_TAG_BALANCE_CENTER 3.200
+score HTML_TEXT_INVISIBLE_FONT 1.192
+score HTML_TEXT_INVISIBLE_STYLE 0.503
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 2.499
+score LIST_PARTIAL_SHORT_MSG 2.500
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 3.000
-score LONG_IMG_URI 1.301
-score LONG_INVISIBLE_TEXT 1.787
+score LONG_HEX_URI 2.999
+score LONG_IMG_URI 1.320
+score LONG_INVISIBLE_TEXT 1.782
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.763
-score MALFORMED_FREEMAIL 1.706
-score MALWARE_NORDNS 1.520
+score LOTTO_AGENT 0.001 # force non-zero
+score LOTTO_DEPT 1.999
+score MALFORMED_FREEMAIL 1.713
+score MALWARE_NORDNS 2.045
score MANY_SUBDOM 3.099
score MAY_BE_FORGED 1.999
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.975
+score MILLION_USD 1.470
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.900
+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 0.878
-score MONEY_FRAUD_3 2.590
-score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 0.880
+score MONEY_FRAUD_3 2.422
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.919
+score MONEY_FROM_41 1.423
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_NOFQDN1 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.558
+score NICE_REPLY_A -1.928
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
@@ -162,81 +161,80 @@ score NSL_RCVD_HELO_USER 0.0
score OBFU_TEXT_ATTACH 1.599
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.120
-score PDS_FROM_NAME_TO_DOMAIN 1.280
-score PDS_HP_HELO_NORDNS 0.999
+score PDS_FRNOM_TODOM_NAKED_TO 0.452
+score PDS_FROM_NAME_TO_DOMAIN 1.947
+score PDS_HP_HELO_NORDNS 1.000
score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.206
+score RATWARE_NO_RDNS 2.191
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 0.804
-score SCC_BOGUS_CTE_1 0.849
-score SCC_CANSPAM_1 2.795
+score SCC_BODY_SINGLE_WORD 0.801
+score SCC_BOGUS_CTE_1 1.873
+score SCC_CANSPAM_1 3.202
score SCC_CANSPAM_2 4.199
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.946
+score SCC_SPAMMER_ADDR_2 3.213
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.600
+score SPOOFED_FREEMAIL_NO_RDNS 0.601
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.419
-score STY_INVIS_DIRECT 2.500
+score STATIC_XPRIO_OLE 1.420
+score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.700
+score SUSP_UTF8_WORD_COMBO 1.703
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.047
+score SUSP_UTF8_WORD_MANY 1.043
score SUSP_UTF8_WORD_SUBJ 1.752
-score THIS_AD 1.944
-score THIS_IS_ADV_SUSP_NTLD 0.285
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score THIS_AD 1.942
+score THIS_IS_ADV_SUSP_NTLD 0.839
+score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.958
+score TO_NAME_SUBJ_NO_RDNS 2.681
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.752
+score TO_NO_BRKTS_MSFT 1.750
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
-score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.602
+score TVD_SPACE_ENCODED 2.500
+score TVD_SPACE_RATIO_MINFP 1.601
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.899
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
-score URI_GOOGLE_PROXY 2.199
-score URI_GOOG_STO_SPAMMY 3.000
-score URI_IMG_CWINDOWSNET 3.150
-score URI_ONLY_MSGID_MALF 1.534
-score URI_PHISH 3.999
+score URI_GOOGLE_PROXY 2.200
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 3.136
+score URI_ONLY_MSGID_MALF 1.538
+score URI_PHISH 4.000
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
+score URI_WP_HACKED_2 2.500
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.015
-score VISTA_COST 0.504
+score VFY_ACCT_NORDNS 2.040
+score VISTA_COST 0.506
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.583
+score WORD_INVIS 1.582
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.239
+score XFER_LOTSA_MONEY 0.238
score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.499
+score XM_RANDOM 2.500
score XM_RECPTID 2.999
-score XPRIO 0.505
+score XPRIO 0.507
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.556
+score YOU_INHERIT 2.581
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -297,7 +295,6 @@ 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
@@ -333,10 +330,6 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score ODD_FREEM_REPTO 1.000
-score PDS_EMPTYSUBJ_URISHRT 1.000
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.000
-score PDS_NAKED_TO_NUMERO 1.000
-score PDS_TINYSUBJ_URISHRT 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
@@ -393,7 +386,6 @@ score URI_FIREBASEAPP 1.0
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
-score URI_ONLY_LOW_CONTRAST 1.000
score URI_OPTOUT_3LD 1.000
score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916362&r1=1916361&r2=1916362&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Mar 17 02:50:39 2024
@@ -1,264 +1,272 @@
-# Using score set 1 logs for revision 1916194 from:
-# ham-net-ena-week0.r1916194.log ham-net-ena-week1.r1916194.log ham-net-ena-week2.r1916194.log ham-net-ena-week3.r1916194.log ham-net-ena-week4.r1916194.log ham-net-giovanni-ham.r1916194.log ham-net-giovanni-spammy.r1916194.log ham-net-giovanni-spam.r1916194.log ham-net-grenier.r1916194.log ham-net-hege.r1916194.log ham-net-jhardin.r1916194.log ham-net-llanga.r1916194.log ham-net-mmiroslaw-mails-ham.r1916194.log ham-net-mmiroslaw-mails-spam.r1916194.log ham-net-spamsponge.r1916194.log ham-net-tsz-corpus.r1916194.log ham-net-whyscream.r1916194.log spam-net-ena-week0.r1916194.log spam-net-ena-week1.r1916194.log spam-net-ena-week2.r1916194.log spam-net-ena-week3.r1916194.log spam-net-ena-week4.r1916194.log spam-net-giovanni-ham.r1916194.log spam-net-giovanni-spammy.r1916194.log spam-net-giovanni-spam.r1916194.log spam-net-grenier.r1916194.log spam-net-hege.r1916194.log spam-net-jhardin.r1916194.log spam-net-llanga.r1916194.log spam-net-mmiroslaw-mails-ham.r1916194.log spam-net-mmirosla
w-mails-spam.r1916194.log spam-net-spamsponge.r1916194.log spam-net-tsz-corpus.r1916194.log spam-net-whyscream.r1916194.log
+# 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 2.999
+score ACCT_PHISHING_MANY 2.998
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 0.211
-score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.937
-score ADVANCE_FEE_2_NEW_MONEY 1.984
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.749
+score AC_HTML_NONSENSE_TAGS 2.000
+score AC_POST_EXTRAS 0.819
+score ADMITS_SPAM 3.099
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.300
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.259
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.193
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.630
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.499
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.909
-score AD_PREFS 0.450
+score ADVANCE_FEE_5_NEW_MONEY 0.604
+score AD_PREFS 0.331
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.199
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 2.634
-score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALWARE 3.467
-score BITCOIN_ONAN 2.534
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 0.882
-score BITCOIN_SPAM_05 0.229
-score BITCOIN_SPAM_07 1.927
+score BITCOIN_DEADLINE 1.884
+score BITCOIN_EXTORT_01 2.002
+score BITCOIN_MALWARE 2.429
+score BITCOIN_ONAN 2.079
+score BITCOIN_SPAM_02 1.051
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_05 1.571
+score BITCOIN_SPAM_07 2.134
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.001
+score BITCOIN_VISTA 2.429
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.303
-score BODY_URI_ONLY 0.705
-score BOGUS_MIME_VERSION 2.314
-score BOGUS_MSM_HDRS 0.001
-score CK_HELO_GENERIC 0.250
+score BODY_SINGLE_URI 0.298
+score BODY_URI_ONLY 0.704
+score BOGUS_MIME_VERSION 2.365
+score BOGUS_MSM_HDRS 1.745
+score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 2.931
-score DEAR_BENEFICIARY 1.293
-score DKIMWL_WL_HIGH -0.633
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DATE_IN_FUTURE_Q_PLUS 3.014
+score DEAR_BENEFICIARY 3.299
+score DKIMWL_WL_HIGH -0.316
+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 1.303
-score FBI_SPOOF 0.687
+score FBI_MONEY 0.832
+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 0.729
-score FONT_INVIS_POSTEXTRAS 2.977
-score FORGED_SPF_HELO 1.999
+score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_NORDNS 1.236
+score FONT_INVIS_POSTEXTRAS 2.971
+score FORGED_SPF_HELO 1.900
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.177
-score FORM_FRAUD_5 1.370
+score FORM_FRAUD_3 0.412
+score FORM_FRAUD_5 3.111
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 1.220
-score FROM_FMBLA_NEWDOM14 0.650
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 2.053
-score FROM_MISSPACED 0.710
-score FROM_MISSP_DYNIP 1.114
-score FROM_MISSP_EH_MATCH 0.445
-score FROM_MISSP_FREEMAIL 3.299
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.346
+score FROM_IN_TO_AND_SUBJ 1.790
+score FROM_MISSPACED 0.001
+score FROM_MISSP_DYNIP 0.584
+score FROM_MISSP_EH_MATCH 0.765
+score FROM_MISSP_FREEMAIL 3.499
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.661
-score FROM_MISSP_REPLYTO 0.852
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 2.502
+score FROM_MISSP_PHISH 0.043
+score FROM_MISSP_REPLYTO 0.808
+score FROM_MISSP_SPF_FAIL 1.250
+score FROM_MISSP_TO_UNDISC 1.464
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 0.169
-score FROM_PAYPAL_SPOOF 0.001
+score FROM_NTLD_REPLY_FREEMAIL 0.260
+score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 0.458
+score FROM_UNBAL2 2.299
+score FROM_WSP_TRAIL 0.456
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.399
-score FUZZY_CLICK_HERE 3.099
-score FUZZY_IMPORTANT 2.599
-score FUZZY_PRIVACY 2.699
-score FUZZY_SECURITY 2.899
-score FUZZY_WALLET 1.297
+score FUZZY_CLICK_HERE 3.299
+score FUZZY_IMPORTANT 2.130
+score FUZZY_PRIVACY 2.600
+score FUZZY_SECURITY 2.799
+score FUZZY_WALLET 0.252
score GB_BITCOIN_CP 2.999
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.717
+score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.613
-score GOOG_MALWARE_DNLD 4.211
-score GOOG_REDIR_HTML_ONLY 2.000
+score GB_HASHBL_BTC 4.816
+score GOOG_MALWARE_DNLD 3.498
+score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.224
-score GOOG_STO_NOIMG_HTML 2.725
+score GOOG_STO_IMG_HTML 2.027
+score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 1.119
+score HDRS_MISSP 2.500
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 1.182
+score HELO_NO_DOMAIN 0.937
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.005
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_FM_MR_MRS 0.911
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.938
-score HOSTED_IMG_DIRECT_MX 2.645
-score HOSTED_IMG_FREEM 1.048
+score HK_SCAM 1.999
+score HK_WIN 0.558
+score HOSTED_IMG_DIRECT_MX 2.729
+score HOSTED_IMG_FREEM 1.046
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.320
-score HTML_SINGLET_MANY 2.397
-score HTML_TAG_BALANCE_CENTER 2.999
-score HTML_TEXT_INVISIBLE_FONT 0.055
-score HTML_TEXT_INVISIBLE_STYLE 0.922
+score HTML_FONT_TINY_NORDNS 0.001
+score HTML_OFF_PAGE 2.366
+score HTML_SINGLET_MANY 2.369
+score HTML_TAG_BALANCE_CENTER 3.099
+score HTML_TEXT_INVISIBLE_FONT 0.053
+score HTML_TEXT_INVISIBLE_STYLE 1.067
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.257
-score LIST_PARTIAL_SHORT_MSG 1.768
+score KHOP_HELO_FCRDNS 0.001
+score LIST_PARTIAL_SHORT_MSG 1.538
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.191
-score LONG_IMG_URI 0.445
-score LONG_INVISIBLE_TEXT 2.101
+score LONG_HEX_URI 2.151
+score LONG_IMG_URI 1.105
+score LONG_INVISIBLE_TEXT 2.096
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.943
-score MALWARE_NORDNS 3.266
+score MALFORMED_FREEMAIL 1.333
+score MALWARE_NORDNS 1.530
score MANY_SUBDOM 3.099
-score MAY_BE_FORGED 2.299
+score MAY_BE_FORGED 2.199
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.679
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.516
-score MIXED_ES 2.099
+score MILLION_USD 1.590
+score MIMEOLE_DIRECT_TO_MX 0.911
+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 0.901
-score MONEY_FRAUD_3 2.610
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 2.606
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.087
-score MONEY_FROM_41 1.999
+score MONEY_FREEMAIL_REPTO 1.090
+score MONEY_FROM_41 2.000
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 1.940
+score MSGID_NOFQDN1 2.198
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.462
-score NORDNS_LOW_CONTRAST 2.424
+score NICE_REPLY_A -2.944
+score NORDNS_LOW_CONTRAST 1.424
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.293
-score OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 0.002
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.001 # force non-zero
+score OBFU_TEXT_ATTACH 1.594
+score 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 0.936
+score PDS_BTC_MSGID 0.215
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 1.499
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.958
-score PDS_FROM_NAME_TO_DOMAIN 0.041
+score PDS_FRNOM_TODOM_DBL_URL 0.033
+score PDS_FRNOM_TODOM_NAKED_TO 0.881
+score PDS_FROM_2_EMAILS 1.756
+score PDS_FROM_NAME_TO_DOMAIN 0.095
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 1.500
+score PDS_PHP_EVAL 1.458
score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.499
+score PHP_SCRIPT 2.500
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 2.000
-score RATWARE_NO_RDNS 1.438
-score RCVD_IN_IADB_COURT -0.001
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 2.743
+score RCVD_IN_IADB_COURT -0.001 # force non-zero
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score REPTO_419_FRAUD_GM 2.936
+score REPTO_419_FRAUD_GM 1.867
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 3.358
-score SCC_CANSPAM_1 0.010
-score SCC_CANSPAM_2 3.999
-score SCC_CTMPP 2.499
+score SCC_BOGUS_CTE_1 3.755
+score SCC_CANSPAM_1 1.342
+score SCC_CANSPAM_2 4.199
+score SCC_CTMPP 0.872
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.399
+score SCC_SPAMMER_ADDR_2 3.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.357
+score SHORTENER_SHORT_IMG 1.754
+score SHORT_IMG_SUSP_NTLD 1.499
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.263
-score STY_INVIS_DIRECT 0.748
-score SUBJ_ATTENTION 0.499
+score STATIC_XPRIO_OLE 1.260
+score STY_INVIS_DIRECT 0.754
+score SUBJ_ATTENTION 0.500
+score SUSP_UTF8_WORD_COMBO 2.218
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.892
-score SUSP_UTF8_WORD_SUBJ 1.577
-score THIS_AD 2.199
-score THIS_IS_ADV_SUSP_NTLD 0.001
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_SPF_FAIL 0.042
-score TO_EQ_FM_SPF_FAIL 0.156
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.376
+score SUSP_UTF8_WORD_MANY 0.459
+score SUSP_UTF8_WORD_SUBJ 0.793
+score TEQF_USR_POLITE 1.989
+score THIS_AD 1.114
+score THIS_IS_ADV_SUSP_NTLD 1.207
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 1.596
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 1.920
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.789
+score TO_NO_BRKTS_HTML_IMG 1.791
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.503
-score TO_NO_BRKTS_NORDNS_HTML 1.205
-score TO_NO_BRKTS_PCNT 2.400
+score TO_NO_BRKTS_MSFT 1.420
+score TO_NO_BRKTS_NORDNS_HTML 1.513
+score TO_NO_BRKTS_PCNT 2.399
score TRANSFORM_LIFE 2.499
-score TVD_SPACE_ENCODED 2.283
+score TVD_DOLLARS_US 1.554
+score TVD_FROM_1 0.999
+score TVD_PH_7 2.399
+score TVD_SPACE_ENCODED 1.261
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.799
+score UNDISC_MONEY 2.899
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_ZW_MANY 0.001
+score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
score URI_AZURE_CLOUDAPP 2.999
score URI_CLOUDFLAREIPFS 2.499
-score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 2.998
+score URI_IMG_CWINDOWSNET 3.188
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.798
+score URI_PHISH 2.901
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 2.253
-score VISTA_COST 2.466
-score VISTA_TONOM_EQ_TOLOC 0.001
-score WORD_INVIS 0.808
-score WORD_INVIS_MANY 3.000
+score VFY_ACCT_NORDNS 2.334
+score VISTA_COST 2.494
+score VISTA_TONOM_EQ_TOLOC 0.388
+score WORD_INVIS 1.898
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
-score XM_RECPTID 2.999
+score XM_RECPTID 2.630
score XPRIO 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.282
+score YOU_INHERIT 1.451
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -337,7 +345,6 @@ score HREF_EMPTY_XANTIABUSE 1.0
score HREF_EMPTY_XAUTHED 1.000
score HTML_BADATTR 1.000
score HTML_ENTITY_ASCII_TINY 1.000
-score HTML_OFF_PAGE 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score JH_SPAMMY_HEADERS 1.000
score JH_SPAMMY_PATTERN01 1.000
@@ -362,7 +369,6 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score ODD_FREEM_REPTO 1.000
-score PDS_NAKED_TO_NUMERO 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
@@ -395,7 +401,6 @@ score SCC_ISEMM_LID_1 1.0
score SCC_ISEMM_LID_1A 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
-score SHORT_IMG_SUSP_NTLD 1.000
score SHY_OBFU_EXPIRE 1.000
score SHY_OBFU_PASSWORD 1.000
score SPAM_CWINDOWSNET 1.000
@@ -414,6 +419,7 @@ score UNSUB_GOOG_FORM 1.0
score URI_ADOBESPARK 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
+score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
score URI_HEX_IP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916362&r1=1916361&r2=1916362&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Mar 17 02:50:39 2024
@@ -1,10 +1,10 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 500445 64.288% (99.439% of non-spam corpus)
-# Correctly spam: 198111 25.450% (71.995% of spam corpus)
-# False positives: 2825 0.363% (0.561% of nonspam, 47736 weighted)
-# False negatives: 77063 9.900% (28.005% of spam, 143190 weighted)
+# Correctly non-spam: 500436 64.287% (99.437% of non-spam corpus)
+# Correctly spam: 198193 25.460% (72.025% of spam corpus)
+# False positives: 2834 0.364% (0.563% of nonspam, 47866 weighted)
+# False negatives: 76981 9.889% (27.975% of spam, 142718 weighted)
# Average score for spam: 7.4 nonspam: 0.5
# Average for false-pos: 6.2 false-neg: 1.9
# TOTAL: 778444 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62480 99.43%
-# Correctly spam: 24811 72.10%
-# False positives: 361 0.57%
-# False negatives: 9601 27.90%
-# TCR(l=50): 1.244512 SpamRecall: 72.100% SpamPrec: 98.566%
+# Correctly non-spam: 62483 99.43%
+# Correctly spam: 24777 72.00%
+# False positives: 358 0.57%
+# False negatives: 9635 28.00%
+# TCR(l=50): 1.249755 SpamRecall: 72.001% SpamPrec: 98.576%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916362&r1=1916361&r2=1916362&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Mar 17 02:50:39 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 499128 63.199% (99.595% of non-spam corpus)
-# Correctly spam: 233969 29.625% (81.065% of spam corpus)
-# False positives: 2032 0.257% (0.405% of nonspam, 85791 weighted)
-# False negatives: 54649 6.920% (18.935% of spam, 98275 weighted)
-# Average score for spam: 12.4 nonspam: -1.1
+# Correctly non-spam: 505192 63.877% (99.570% of non-spam corpus)
+# Correctly spam: 227946 28.822% (80.402% of spam corpus)
+# False positives: 2180 0.276% (0.430% of nonspam, 89157 weighted)
+# False negatives: 55561 7.025% (19.598% of spam, 100232 weighted)
+# Average score for spam: 12.3 nonspam: -1.1
# Average for false-pos: 7.3 false-neg: 1.8
-# TOTAL: 789778 100.00%
+# TOTAL: 790879 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62317 99.57%
-# Correctly spam: 29260 81.10%
-# False positives: 272 0.43%
-# False negatives: 6817 18.90%
-# TCR(l=50): 1.767008 SpamRecall: 81.104% SpamPrec: 99.079%
+# Correctly non-spam: 63086 99.56%
+# Correctly spam: 28380 80.04%
+# False positives: 279 0.44%
+# False negatives: 7076 19.96%
+# TCR(l=50): 1.686293 SpamRecall: 80.043% SpamPrec: 99.026%
##### 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: 499254 99.62%
-# Correctly spam: 140694 48.75%
-# False positives: 1906 0.38%
-# False negatives: 147924 51.25%
-# TCR(l=50): 1.186635 SpamRecall: 48.747% SpamPrec: 98.663%
+# Correctly non-spam: 505523 99.64%
+# Correctly spam: 143162 50.50%
+# False positives: 1849 0.36%
+# False negatives: 140345 49.50%
+# TCR(l=50): 1.217840 SpamRecall: 50.497% SpamPrec: 98.725%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62342 99.61%
-# Correctly spam: 17512 48.54%
-# False positives: 247 0.39%
-# False negatives: 18565 51.46%
-# TCR(l=50): 1.166974 SpamRecall: 48.541% SpamPrec: 98.609%
+# Correctly non-spam: 63123 99.62%
+# Correctly spam: 17828 50.28%
+# False positives: 242 0.38%
+# False negatives: 17628 49.72%
+# TCR(l=50): 1.192680 SpamRecall: 50.282% SpamPrec: 98.661%