Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1903406&r1=1903405&r2=1903406&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Aug 14 02:49:26 2022
@@ -1,226 +1,237 @@
-# Using score set 1 logs for revision 1903251 from:
-# ham-net-ena-week0.r1903251.log ham-net-ena-week1.r1903251.log ham-net-ena-week2.r1903251.log ham-net-ena-week3.r1903251.log ham-net-ena-week4.r1903251.log ham-net-giovanni-ham.r1903251.log ham-net-giovanni-spammy.r1903251.log ham-net-giovanni-spam.r1903251.log ham-net-grenier.r1903251.log ham-net-hege.r1903251.log ham-net-jhardin.r1903251.log ham-net-llanga.r1903251.log ham-net-mmiroslaw-mails-ham.r1903251.log ham-net-mmiroslaw-mails-spam.r1903251.log ham-net-spamsponge.r1903251.log ham-net-thendrikx.r1903251.log ham-net-tsz-spam-corpus.r1903251.log spam-net-ena-week0.r1903251.log spam-net-ena-week1.r1903251.log spam-net-ena-week2.r1903251.log spam-net-ena-week3.r1903251.log spam-net-ena-week4.r1903251.log spam-net-giovanni-ham.r1903251.log spam-net-giovanni-spammy.r1903251.log spam-net-giovanni-spam.r1903251.log spam-net-grenier.r1903251.log spam-net-hege.r1903251.log spam-net-jhardin.r1903251.log spam-net-llanga.r1903251.log spam-net-mmiroslaw-mails-ham.r1903251.log spam-net-mmi
roslaw-mails-spam.r1903251.log spam-net-spamsponge.r1903251.log spam-net-thendrikx.r1903251.log spam-net-tsz-spam-corpus.r1903251.log
+# Using score set 1 logs for revision 1903387 from:
+# ham-net-ena-week0.r1903387.log ham-net-ena-week1.r1903387.log ham-net-ena-week2.r1903387.log ham-net-ena-week3.r1903387.log ham-net-ena-week4.r1903387.log ham-net-giovanni-ham.r1903387.log ham-net-giovanni-spammy.r1903387.log ham-net-giovanni-spam.r1903387.log ham-net-grenier.r1903387.log ham-net-hege.r1903387.log ham-net-jhardin.r1903387.log ham-net-llanga.r1903387.log ham-net-mmiroslaw-mails-ham.r1903387.log ham-net-mmiroslaw-mails-spam.r1903387.log ham-net-thendrikx.r1903387.log ham-net-tsz-spam-corpus.r1903387.log spam-net-ena-week0.r1903387.log spam-net-ena-week1.r1903387.log spam-net-ena-week2.r1903387.log spam-net-ena-week3.r1903387.log spam-net-ena-week4.r1903387.log spam-net-giovanni-ham.r1903387.log spam-net-giovanni-spammy.r1903387.log spam-net-giovanni-spam.r1903387.log spam-net-grenier.r1903387.log spam-net-hege.r1903387.log spam-net-jhardin.r1903387.log spam-net-llanga.r1903387.log spam-net-mmiroslaw-mails-ham.r1903387.log spam-net-mmiroslaw-mails-spam.r1903387.log s
pam-net-thendrikx.r1903387.log spam-net-tsz-spam-corpus.r1903387.log
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001 # force non-zero
+score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
-score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 2.996
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.639
+score AC_HTML_NONSENSE_TAGS 1.998
+score ADMITS_SPAM 3.096
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.347
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW 3.497
score ADVANCE_FEE_3_NEW_FRM_MNY 2.197
-score ADVANCE_FEE_3_NEW_MONEY 2.148
+score ADVANCE_FEE_3_NEW_MONEY 2.796
score ADVANCE_FEE_4_NEW 2.197
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.397
-score ADVANCE_FEE_4_NEW_MONEY 1.760
-score ADVANCE_FEE_5_NEW 2.198
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.297
+score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW 2.497
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
-score AMAZON_IMG_NOT_RCVD_AMZN 0.548
+score AMAZON_IMG_NOT_RCVD_AMZN 1.414
score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.045
-score BIGNUM_EMAILS_FREEM 2.996
-score BIGNUM_EMAILS_MANY 2.833
-score BITCOIN_EXTORT_01 0.751
-score BITCOIN_MALF_HTML 2.106
-score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 0.001
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.277
+score BIGNUM_EMAILS_FREEM 1.660
+score BIGNUM_EMAILS_MANY 2.996
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALF_HTML 3.203
+score BITCOIN_ONAN 2.976
+score BITCOIN_SPAM_02 1.215
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 2.318
+score BITCOIN_SPAM_05 1.398
score BITCOIN_XPRIO 0.001
-score BODY_EMAIL_419_FRAUD_GM 2.498
+score BODY_EMAIL_419_FRAUD_GM 2.497
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.492
-score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 1.522
+score BODY_URI_ONLY 1.986
+score BOGUS_MIME_VERSION 3.497
+score BOGUS_MSM_HDRS 1.536
score CK_HELO_GENERIC 0.001
-score CONTENT_AFTER_HTML 1.507
-score CONTENT_AFTER_HTML_WEAK 1.499
-score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 2.151
-score DKIMWL_WL_HIGH -0.571
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.376
-score DX_TEXT_03 1.298
-score ENCRYPTED_MESSAGE -0.998
+score COMPENSATION 1.498
+score CONTENT_AFTER_HTML 2.497
+score CONTENT_AFTER_HTML_WEAK 1.498
+score CTE_8BIT_MISMATCH 0.161
+score DEAR_BENEFICIARY 0.914
+score DKIMWL_WL_HIGH -0.082
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.072
+score DX_TEXT_03 0.698
+score ENCRYPTED_MESSAGE -0.997
score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 1.463
-score FONT_INVIS_DIRECT 0.001
+score FILL_THIS_FORM 0.466
+score FONT_INVIS_DIRECT 0.765
score FONT_INVIS_HTML_NOHTML 2.996
score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 0.066
-score FONT_INVIS_POSTEXTRAS 1.709
-score FORGED_SPF_HELO 0.116
+score FONT_INVIS_MSGID 0.574
+score FONT_INVIS_NORDNS 2.497
+score FONT_INVIS_POSTEXTRAS 1.817
+score FORGED_SPF_HELO 0.169
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 0.954
-score FORM_FRAUD_5 0.001 # force non-zero
-score FOUND_YOU 1.620
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_2_EMAILS_SHORT 1.912
+score FORM_FRAUD_3 1.785
+score FORM_FRAUD_5 0.001
+score FOUND_YOU 2.482
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_2_EMAILS_SHORT 1.202
score FROM_ADDR_WS 2.996
score FROM_BANK_NOAUTH 0.998
-score FROM_FMBLA_NEWDOM 0.310
-score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM 0.297
+score FROM_FMBLA_NEWDOM14 0.301
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.233
+score FROM_GOV_DKIM_AU -0.985
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 1.707
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 0.944
+score FROM_MISSP_FREEMAIL 2.046
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_REPLYTO 0.263
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.997
-score FROM_NTLD_LINKBAIT 1.999
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_PAYPAL_SPOOF 0.872
+score FROM_MULTI_NORDNS 0.988
+score FROM_NTLD_LINKBAIT 1.460
+score FROM_NTLD_REPLY_FREEMAIL 0.671
+score FROM_ONE_CHAR 2.197
+score FROM_PAYPAL_SPOOF 0.753
score FROM_SUSPICIOUS_NTLD 0.001
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.097
+score FSL_HELO_FAKE 3.196
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.297
-score FUZZY_SECURITY 2.098
-score GB_FAKE_RF_SHORT 1.866
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 2.447
+score FUZZY_AMAZON 2.197
+score FUZZY_SECURITY 2.197
+score GB_BITCOIN_CP 0.726
+score GB_FAKE_RF_SHORT 1.076
+score GB_FREEMAIL_DISPTO 0.499
+score GB_HASHBL_BTC 3.215
score GB_URI_FLEEK_STO_HTM 0.999
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 3.296
-score GOOG_STO_EMAIL_PHISH 2.996
+score GOOG_REDIR_NORDNS 3.114
+score GOOG_STO_EMAIL_PHISH 2.072
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE 0.099
score HDRS_MISSP 2.497
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 0.001
-score HK_LOTTO 0.617
+score HK_LOTTO 0.127
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.909
+score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.528
-score HOSTED_IMG_FREEM 2.422
+score HOSTED_IMG_DIRECT_MX 3.496
+score HOSTED_IMG_FREEM 3.116
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_ENTITY_ASCII 2.996
score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 1.906
-score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 2.452
+score HTML_TEXT_INVISIBLE_FONT 1.237
+score HTML_TEXT_INVISIBLE_STYLE 2.706
score IMG_ONLY_FM_DOM_INFO 2.497
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.398
-score LIST_PARTIAL_SHORT_MSG 2.150
-score LONG_HEX_URI 1.527
-score LONG_IMG_URI 1.843
-score LONG_INVISIBLE_TEXT 1.955
+score KHOP_HELO_FCRDNS 0.396
+score LONG_HEX_URI 1.606
+score LONG_IMG_URI 1.794
+score LONG_INVISIBLE_TEXT 2.735
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
score LOTTO_DEPT 0.001
-score MILLION_HUNDRED 0.230
+score MANY_SUBDOM 2.197
+score MAY_BE_FORGED 2.198
+score MILLION_HUNDRED 0.001
score MILLION_USD 1.997
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 0.765
-score MONEY_ATM_CARD 1.149
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.499
-score MONEY_FRAUD_3 2.696
+score MIXED_ES 0.758
+score MONEY_ATM_CARD 0.001
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 0.505
+score MONEY_FRAUD_3 2.896
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.992
-score MONEY_FREEMAIL_REPTO 1.717
+score MONEY_FRAUD_8 2.996
+score MONEY_FREEMAIL_REPTO 1.683
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 0.414
-score MSGID_NOFQDN1 0.001
+score MONEY_FROM_MISSP 0.001
+score MSGID_NOFQDN1 0.731
score MSMAIL_PRI_ABNORMAL 0.001
score MSM_PRIO_REPTO 2.497
score NAME_EMAIL_DIFF 0.001
-score NA_DOLLARS 0.001
-score NEW_PRODUCTS 1.101
-score NICE_REPLY_A -0.001 # force non-zero
+score NA_DOLLARS 1.498
+score NEW_PRODUCTS 0.567
+score NICE_REPLY_A -0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.150
-score NUMBERONLY_BITCOIN_EXP 1.107
-score OBFU_TEXT_ATTACH 1.042
-score ODD_FREEM_REPTO 2.933
-score PDS_BTC_ID 0.499
+score NSL_RCVD_HELO_USER 0.878
+score NUMBERONLY_BITCOIN_EXP 1.358
+score OBFU_TEXT_ATTACH 0.177
+score ODD_FREEM_REPTO 2.513
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_HELO_SPF_FAIL 1.997
score PDS_NAKED_TO_NUMERO 1.997
score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
-score PDS_OTHER_BAD_TLD 1.997
+score PDS_OTHER_BAD_TLD 1.998
+score PDS_PHP_EVAL 1.498
score PDS_SHORT_SPOOFED_URL 1.997
-score PDS_TINYSUBJ_URISHRT 1.123
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.648
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.001
-score PHP_ORIG_SCRIPT 2.145
-score PHP_SCRIPT 2.278
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RAND_HEADER_MANY 2.996
+score PDS_TINYSUBJ_URISHRT 0.641
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.223
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.172
+score PHP_ORIG_SCRIPT 2.137
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 1.618
+score PP_MIME_FAKE_ASCII_TEXT 0.070
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.488
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 1.258
-score REPTO_419_FRAUD_GM 2.996
+score RATWARE_NO_RDNS 2.557
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 0.012
+score REPTO_419_FRAUD 0.584
+score REPTO_419_FRAUD_GM 2.383
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 1.265
-score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
-score SCC_BODY_URI_ONLY 1.126
+score RISK_FREE 2.062
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 1.618
score SCC_CANSPAM_2 2.696
-score SCC_ISEMM_LID_1 1.885
-score SCC_THREE_WORD_MONTY 2.896
+score SCC_ISEMM_LID_1 2.034
+score SCC_THREE_WORD_MONTY 2.796
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 4.299
-score SHOPIFY_IMG_NOT_RCVD_SFY 0.125
-score SHORTENED_URL_SRC 2.197
-score SHORTENER_SHORT_IMG 0.311
+score SERGIO_SUBJECT_VIAGRA01 3.938
+score SHOPIFY_IMG_NOT_RCVD_SFY 0.001
+score SHORTENER_SHORT_IMG 1.107
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.997
+score SPOOFED_FREEMAIL 1.674
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.705
-score SPOOFED_FREEM_REPTO_CHN 3.474
+score SPOOFED_FREEM_REPTO 2.497
+score SPOOFED_FREEM_REPTO_CHN 3.353
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
score THIS_AD 1.098
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.011
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_HTML_ONLY 1.998
+score TO_NO_BRKTS_MSFT 2.498
+score TO_NO_BRKTS_NORDNS_HTML 1.205
score TO_NO_BRKTS_PCNT 2.497
-score TVD_RCVD_SPACE_BRACKET 1.747
+score TVD_RCVD_SPACE_BRACKET 0.716
+score TVD_SPACE_ENCODED 1.564
+score TVD_SPACE_RATIO_MINFP 0.001
+score TVD_SUBJ_NUM_OBFU_MINFP 2.197
score UNDISC_FREEM 3.096
-score UNDISC_MONEY 2.992
+score UNDISC_MONEY 1.763
score UNICODE_OBFU_ASC 2.497
-score URI_DOTEDU 1.997
+score URI_DOTEDU 0.001
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.297
-score URI_IN_URI_10 2.497
-score URI_ONLY_MSGID_MALF 1.373
-score URI_PHISH 3.595
-score URI_PHP_REDIR 3.305
-score URI_TRY_3LD 1.998
+score URI_ONLY_MSGID_MALF 1.385
+score URI_PHISH 3.624
+score URI_PHP_REDIR 2.947
+score URI_TRY_3LD 1.997
score URI_WPADMIN 2.297
-score URI_WP_DIRINDEX 3.491
-score URI_WP_HACKED 3.497
-score URI_WP_HACKED_2 1.594
-score WORD_INVIS_MANY 2.996
+score URI_WP_DIRINDEX 2.896
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 1.915
+score VFY_ACCT_NORDNS 2.996
+score WORD_INVIS 0.001
+score XFER_LOTSA_MONEY 0.999
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 2.499
-score YOU_INHERIT 2.497
+score XPRIO_URL_SHORTNER 0.527
+score YOU_INHERIT 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -271,7 +282,6 @@ score FACEBOOK_IMG_NOT_RCVD_FB 1.0
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
-score FONT_INVIS_NORDNS 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_FMBLA_NDBLOCKED 0.001
@@ -300,6 +310,7 @@ score HOSTED_IMG_DQ_UNSUB 1.0
score HOSTED_IMG_MULTI 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
+score HTML_SINGLET_MANY 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
@@ -309,6 +320,7 @@ 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 MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
@@ -332,10 +344,10 @@ score PP_TOO_MUCH_UNICODE05 1.0
score PUMPDUMP 1.000
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
+score RAND_HEADER_MANY 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
-score REPTO_419_FRAUD 1.000
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
@@ -378,8 +390,8 @@ score URI_LONG_REPEAT 1.0
score URI_OPTOUT_3LD 1.000
score URI_TRY_USME 1.000
score USB_DRIVES 1.000
-score VFY_ACCT_NORDNS 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score WORD_INVIS 1.000
+score WORD_INVIS_MANY 1.000
score XM_DIGITS_ONLY 1.000
+score XPRIO_SHORT_SUBJ 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1903406&r1=1903405&r2=1903406&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Aug 14 02:49:26 2022
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 246997 48.916% (99.582% of non-spam corpus)
-# Correctly spam: 180893 35.825% (70.412% of spam corpus)
-# False positives: 1036 0.205% (0.418% of nonspam, 37318 weighted)
-# False negatives: 76015 15.054% (29.588% of spam, 147132 weighted)
-# Average score for spam: 10.5 nonspam: 0.7
+# Correctly non-spam: 246998 48.916% (99.583% of non-spam corpus)
+# Correctly spam: 181014 35.849% (70.459% of spam corpus)
+# False positives: 1035 0.205% (0.417% of nonspam, 37291 weighted)
+# False negatives: 75894 15.030% (29.541% of spam, 146460 weighted)
+# Average score for spam: 9.9 nonspam: 0.7
# Average for false-pos: 7.0 false-neg: 1.9
# TOTAL: 504941 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 30818 99.58%
-# Correctly spam: 22654 70.59%
+# Correctly spam: 22652 70.59%
# False positives: 131 0.42%
-# False negatives: 9437 29.41%
-# TCR(l=50): 2.007318 SpamRecall: 70.593% SpamPrec: 99.425%
+# False negatives: 9439 29.41%
+# TCR(l=50): 2.007067 SpamRecall: 70.587% SpamPrec: 99.425%
##### 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=1903406&r1=1903405&r2=1903406&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Aug 14 02:49:26 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 242934 46.634% (99.495% of non-spam corpus)
-# Correctly spam: 225354 43.259% (81.423% of spam corpus)
-# False positives: 1234 0.237% (0.505% of nonspam, 103015 weighted)
-# False negatives: 51416 9.870% (18.577% of spam, 104370 weighted)
-# Average score for spam: 17.7 nonspam: -0.8
-# Average for false-pos: 7.4 false-neg: 2.0
-# TOTAL: 520938 100.00%
+# Correctly non-spam: 248038 48.641% (99.530% of non-spam corpus)
+# Correctly spam: 214955 42.153% (82.444% of spam corpus)
+# False positives: 1172 0.230% (0.470% of nonspam, 93465 weighted)
+# False negatives: 45773 8.976% (17.556% of spam, 94332 weighted)
+# Average score for spam: 16.5 nonspam: -0.7
+# Average for false-pos: 7.6 false-neg: 2.1
+# TOTAL: 509938 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30361 99.49%
-# Correctly spam: 28150 81.31%
-# False positives: 157 0.51%
-# False negatives: 6469 18.69%
-# TCR(l=50): 2.417697 SpamRecall: 81.314% SpamPrec: 99.445%
+# Correctly non-spam: 30943 99.56%
+# Correctly spam: 26877 82.50%
+# False positives: 138 0.44%
+# False negatives: 5700 17.50%
+# TCR(l=50): 2.585476 SpamRecall: 82.503% SpamPrec: 99.489%
##### 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: 243107 99.57%
-# Correctly spam: 175410 63.38%
-# False positives: 1061 0.43%
-# False negatives: 101360 36.62%
-# TCR(l=50): 1.792436 SpamRecall: 63.378% SpamPrec: 99.399%
+# Correctly non-spam: 248181 99.59%
+# Correctly spam: 158973 60.97%
+# False positives: 1029 0.41%
+# False negatives: 101755 39.03%
+# TCR(l=50): 1.701824 SpamRecall: 60.973% SpamPrec: 99.357%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30371 99.52%
-# Correctly spam: 21985 63.51%
-# False positives: 147 0.48%
-# False negatives: 12634 36.49%
-# TCR(l=50): 1.732336 SpamRecall: 63.506% SpamPrec: 99.336%
+# Correctly non-spam: 30951 99.58%
+# Correctly spam: 19850 60.93%
+# False positives: 130 0.42%
+# False negatives: 12727 39.07%
+# TCR(l=50): 1.694336 SpamRecall: 60.933% SpamPrec: 99.349%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1903406&r1=1903405&r2=1903406&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Aug 14 02:49:26 2022
@@ -1,226 +1,237 @@
-# Using score set 1 logs for revision 1903251 from:
-# ham-net-ena-week0.r1903251.log ham-net-ena-week1.r1903251.log ham-net-ena-week2.r1903251.log ham-net-ena-week3.r1903251.log ham-net-ena-week4.r1903251.log ham-net-giovanni-ham.r1903251.log ham-net-giovanni-spammy.r1903251.log ham-net-giovanni-spam.r1903251.log ham-net-grenier.r1903251.log ham-net-hege.r1903251.log ham-net-jhardin.r1903251.log ham-net-llanga.r1903251.log ham-net-mmiroslaw-mails-ham.r1903251.log ham-net-mmiroslaw-mails-spam.r1903251.log ham-net-spamsponge.r1903251.log ham-net-thendrikx.r1903251.log ham-net-tsz-spam-corpus.r1903251.log spam-net-ena-week0.r1903251.log spam-net-ena-week1.r1903251.log spam-net-ena-week2.r1903251.log spam-net-ena-week3.r1903251.log spam-net-ena-week4.r1903251.log spam-net-giovanni-ham.r1903251.log spam-net-giovanni-spammy.r1903251.log spam-net-giovanni-spam.r1903251.log spam-net-grenier.r1903251.log spam-net-hege.r1903251.log spam-net-jhardin.r1903251.log spam-net-llanga.r1903251.log spam-net-mmiroslaw-mails-ham.r1903251.log spam-net-mmi
roslaw-mails-spam.r1903251.log spam-net-spamsponge.r1903251.log spam-net-thendrikx.r1903251.log spam-net-tsz-spam-corpus.r1903251.log
+# Using score set 1 logs for revision 1903387 from:
+# ham-net-ena-week0.r1903387.log ham-net-ena-week1.r1903387.log ham-net-ena-week2.r1903387.log ham-net-ena-week3.r1903387.log ham-net-ena-week4.r1903387.log ham-net-giovanni-ham.r1903387.log ham-net-giovanni-spammy.r1903387.log ham-net-giovanni-spam.r1903387.log ham-net-grenier.r1903387.log ham-net-hege.r1903387.log ham-net-jhardin.r1903387.log ham-net-llanga.r1903387.log ham-net-mmiroslaw-mails-ham.r1903387.log ham-net-mmiroslaw-mails-spam.r1903387.log ham-net-thendrikx.r1903387.log ham-net-tsz-spam-corpus.r1903387.log spam-net-ena-week0.r1903387.log spam-net-ena-week1.r1903387.log spam-net-ena-week2.r1903387.log spam-net-ena-week3.r1903387.log spam-net-ena-week4.r1903387.log spam-net-giovanni-ham.r1903387.log spam-net-giovanni-spammy.r1903387.log spam-net-giovanni-spam.r1903387.log spam-net-grenier.r1903387.log spam-net-hege.r1903387.log spam-net-jhardin.r1903387.log spam-net-llanga.r1903387.log spam-net-mmiroslaw-mails-ham.r1903387.log spam-net-mmiroslaw-mails-spam.r1903387.log s
pam-net-thendrikx.r1903387.log spam-net-tsz-spam-corpus.r1903387.log
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001 # force non-zero
+score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
-score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 2.996
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.639
+score AC_HTML_NONSENSE_TAGS 1.998
+score ADMITS_SPAM 3.096
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.347
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW 3.497
score ADVANCE_FEE_3_NEW_FRM_MNY 2.197
-score ADVANCE_FEE_3_NEW_MONEY 2.148
+score ADVANCE_FEE_3_NEW_MONEY 2.796
score ADVANCE_FEE_4_NEW 2.197
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.397
-score ADVANCE_FEE_4_NEW_MONEY 1.760
-score ADVANCE_FEE_5_NEW 2.198
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.297
+score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW 2.497
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
-score AMAZON_IMG_NOT_RCVD_AMZN 0.548
+score AMAZON_IMG_NOT_RCVD_AMZN 1.414
score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.045
-score BIGNUM_EMAILS_FREEM 2.996
-score BIGNUM_EMAILS_MANY 2.833
-score BITCOIN_EXTORT_01 0.751
-score BITCOIN_MALF_HTML 2.106
-score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 0.001
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.277
+score BIGNUM_EMAILS_FREEM 1.660
+score BIGNUM_EMAILS_MANY 2.996
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALF_HTML 3.203
+score BITCOIN_ONAN 2.976
+score BITCOIN_SPAM_02 1.215
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 2.318
+score BITCOIN_SPAM_05 1.398
score BITCOIN_XPRIO 0.001
-score BODY_EMAIL_419_FRAUD_GM 2.498
+score BODY_EMAIL_419_FRAUD_GM 2.497
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.492
-score BOGUS_MIME_VERSION 3.496
-score BOGUS_MSM_HDRS 1.522
+score BODY_URI_ONLY 1.986
+score BOGUS_MIME_VERSION 3.497
+score BOGUS_MSM_HDRS 1.536
score CK_HELO_GENERIC 0.001
-score CONTENT_AFTER_HTML 1.507
-score CONTENT_AFTER_HTML_WEAK 1.499
-score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 2.151
-score DKIMWL_WL_HIGH -0.571
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.376
-score DX_TEXT_03 1.298
-score ENCRYPTED_MESSAGE -0.998
+score COMPENSATION 1.498
+score CONTENT_AFTER_HTML 2.497
+score CONTENT_AFTER_HTML_WEAK 1.498
+score CTE_8BIT_MISMATCH 0.161
+score DEAR_BENEFICIARY 0.914
+score DKIMWL_WL_HIGH -0.082
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.072
+score DX_TEXT_03 0.698
+score ENCRYPTED_MESSAGE -0.997
score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 1.463
-score FONT_INVIS_DIRECT 0.001
+score FILL_THIS_FORM 0.466
+score FONT_INVIS_DIRECT 0.765
score FONT_INVIS_HTML_NOHTML 2.996
score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 0.066
-score FONT_INVIS_POSTEXTRAS 1.709
-score FORGED_SPF_HELO 0.116
+score FONT_INVIS_MSGID 0.574
+score FONT_INVIS_NORDNS 2.497
+score FONT_INVIS_POSTEXTRAS 1.817
+score FORGED_SPF_HELO 0.169
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 0.954
-score FORM_FRAUD_5 0.001 # force non-zero
-score FOUND_YOU 1.620
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_2_EMAILS_SHORT 1.912
+score FORM_FRAUD_3 1.785
+score FORM_FRAUD_5 0.001
+score FOUND_YOU 2.482
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_2_EMAILS_SHORT 1.202
score FROM_ADDR_WS 2.996
score FROM_BANK_NOAUTH 0.998
-score FROM_FMBLA_NEWDOM 0.310
-score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM 0.297
+score FROM_FMBLA_NEWDOM14 0.301
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.233
+score FROM_GOV_DKIM_AU -0.985
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 1.707
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 0.944
+score FROM_MISSP_FREEMAIL 2.046
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_REPLYTO 0.263
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.997
-score FROM_NTLD_LINKBAIT 1.999
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_PAYPAL_SPOOF 0.872
+score FROM_MULTI_NORDNS 0.988
+score FROM_NTLD_LINKBAIT 1.460
+score FROM_NTLD_REPLY_FREEMAIL 0.671
+score FROM_ONE_CHAR 2.197
+score FROM_PAYPAL_SPOOF 0.753
score FROM_SUSPICIOUS_NTLD 0.001
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.097
+score FSL_HELO_FAKE 3.196
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.297
-score FUZZY_SECURITY 2.098
-score GB_FAKE_RF_SHORT 1.866
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 2.447
+score FUZZY_AMAZON 2.197
+score FUZZY_SECURITY 2.197
+score GB_BITCOIN_CP 0.726
+score GB_FAKE_RF_SHORT 1.076
+score GB_FREEMAIL_DISPTO 0.499
+score GB_HASHBL_BTC 3.215
score GB_URI_FLEEK_STO_HTM 0.999
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 3.296
-score GOOG_STO_EMAIL_PHISH 2.996
+score GOOG_REDIR_NORDNS 3.114
+score GOOG_STO_EMAIL_PHISH 2.072
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE 0.099
score HDRS_MISSP 2.497
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 0.001
-score HK_LOTTO 0.617
+score HK_LOTTO 0.127
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.909
+score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 1.528
-score HOSTED_IMG_FREEM 2.422
+score HOSTED_IMG_DIRECT_MX 3.496
+score HOSTED_IMG_FREEM 3.116
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_ENTITY_ASCII 2.996
score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 1.906
-score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 2.452
+score HTML_TEXT_INVISIBLE_FONT 1.237
+score HTML_TEXT_INVISIBLE_STYLE 2.706
score IMG_ONLY_FM_DOM_INFO 2.497
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.398
-score LIST_PARTIAL_SHORT_MSG 2.150
-score LONG_HEX_URI 1.527
-score LONG_IMG_URI 1.843
-score LONG_INVISIBLE_TEXT 1.955
+score KHOP_HELO_FCRDNS 0.396
+score LONG_HEX_URI 1.606
+score LONG_IMG_URI 1.794
+score LONG_INVISIBLE_TEXT 2.735
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
score LOTTO_DEPT 0.001
-score MILLION_HUNDRED 0.230
+score MANY_SUBDOM 2.197
+score MAY_BE_FORGED 2.198
+score MILLION_HUNDRED 0.001
score MILLION_USD 1.997
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 0.765
-score MONEY_ATM_CARD 1.149
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.499
-score MONEY_FRAUD_3 2.696
+score MIXED_ES 0.758
+score MONEY_ATM_CARD 0.001
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 0.505
+score MONEY_FRAUD_3 2.896
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.992
-score MONEY_FREEMAIL_REPTO 1.717
+score MONEY_FRAUD_8 2.996
+score MONEY_FREEMAIL_REPTO 1.683
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 0.414
-score MSGID_NOFQDN1 0.001
+score MONEY_FROM_MISSP 0.001
+score MSGID_NOFQDN1 0.731
score MSMAIL_PRI_ABNORMAL 0.001
score MSM_PRIO_REPTO 2.497
score NAME_EMAIL_DIFF 0.001
-score NA_DOLLARS 0.001
-score NEW_PRODUCTS 1.101
-score NICE_REPLY_A -0.001 # force non-zero
+score NA_DOLLARS 1.498
+score NEW_PRODUCTS 0.567
+score NICE_REPLY_A -0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.150
-score NUMBERONLY_BITCOIN_EXP 1.107
-score OBFU_TEXT_ATTACH 1.042
-score ODD_FREEM_REPTO 2.933
-score PDS_BTC_ID 0.499
+score NSL_RCVD_HELO_USER 0.878
+score NUMBERONLY_BITCOIN_EXP 1.358
+score OBFU_TEXT_ATTACH 0.177
+score ODD_FREEM_REPTO 2.513
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_HELO_SPF_FAIL 1.997
score PDS_NAKED_TO_NUMERO 1.997
score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
-score PDS_OTHER_BAD_TLD 1.997
+score PDS_OTHER_BAD_TLD 1.998
+score PDS_PHP_EVAL 1.498
score PDS_SHORT_SPOOFED_URL 1.997
-score PDS_TINYSUBJ_URISHRT 1.123
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.648
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.001
-score PHP_ORIG_SCRIPT 2.145
-score PHP_SCRIPT 2.278
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RAND_HEADER_MANY 2.996
+score PDS_TINYSUBJ_URISHRT 0.641
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.223
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.172
+score PHP_ORIG_SCRIPT 2.137
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 1.618
+score PP_MIME_FAKE_ASCII_TEXT 0.070
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.488
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 1.258
-score REPTO_419_FRAUD_GM 2.996
+score RATWARE_NO_RDNS 2.557
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 0.012
+score REPTO_419_FRAUD 0.584
+score REPTO_419_FRAUD_GM 2.383
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 1.265
-score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
-score SCC_BODY_URI_ONLY 1.126
+score RISK_FREE 2.062
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 1.618
score SCC_CANSPAM_2 2.696
-score SCC_ISEMM_LID_1 1.885
-score SCC_THREE_WORD_MONTY 2.896
+score SCC_ISEMM_LID_1 2.034
+score SCC_THREE_WORD_MONTY 2.796
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 4.299
-score SHOPIFY_IMG_NOT_RCVD_SFY 0.125
-score SHORTENED_URL_SRC 2.197
-score SHORTENER_SHORT_IMG 0.311
+score SERGIO_SUBJECT_VIAGRA01 3.938
+score SHOPIFY_IMG_NOT_RCVD_SFY 0.001
+score SHORTENER_SHORT_IMG 1.107
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.997
+score SPOOFED_FREEMAIL 1.674
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.705
-score SPOOFED_FREEM_REPTO_CHN 3.474
+score SPOOFED_FREEM_REPTO 2.497
+score SPOOFED_FREEM_REPTO_CHN 3.353
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
score THIS_AD 1.098
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.011
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_HTML_ONLY 1.998
+score TO_NO_BRKTS_MSFT 2.498
+score TO_NO_BRKTS_NORDNS_HTML 1.205
score TO_NO_BRKTS_PCNT 2.497
-score TVD_RCVD_SPACE_BRACKET 1.747
+score TVD_RCVD_SPACE_BRACKET 0.716
+score TVD_SPACE_ENCODED 1.564
+score TVD_SPACE_RATIO_MINFP 0.001
+score TVD_SUBJ_NUM_OBFU_MINFP 2.197
score UNDISC_FREEM 3.096
-score UNDISC_MONEY 2.992
+score UNDISC_MONEY 1.763
score UNICODE_OBFU_ASC 2.497
-score URI_DOTEDU 1.997
+score URI_DOTEDU 0.001
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.297
-score URI_IN_URI_10 2.497
-score URI_ONLY_MSGID_MALF 1.373
-score URI_PHISH 3.595
-score URI_PHP_REDIR 3.305
-score URI_TRY_3LD 1.998
+score URI_ONLY_MSGID_MALF 1.385
+score URI_PHISH 3.624
+score URI_PHP_REDIR 2.947
+score URI_TRY_3LD 1.997
score URI_WPADMIN 2.297
-score URI_WP_DIRINDEX 3.491
-score URI_WP_HACKED 3.497
-score URI_WP_HACKED_2 1.594
-score WORD_INVIS_MANY 2.996
+score URI_WP_DIRINDEX 2.896
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 1.915
+score VFY_ACCT_NORDNS 2.996
+score WORD_INVIS 0.001
+score XFER_LOTSA_MONEY 0.999
score XM_RANDOM 2.497
score XM_RECPTID 2.996
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 2.499
-score YOU_INHERIT 2.497
+score XPRIO_URL_SHORTNER 0.527
+score YOU_INHERIT 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -271,7 +282,6 @@ score FACEBOOK_IMG_NOT_RCVD_FB 1.0
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
-score FONT_INVIS_NORDNS 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_FMBLA_NDBLOCKED 0.001
@@ -300,6 +310,7 @@ score HOSTED_IMG_DQ_UNSUB 1.0
score HOSTED_IMG_MULTI 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
+score HTML_SINGLET_MANY 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
@@ -309,6 +320,7 @@ 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 MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
@@ -332,10 +344,10 @@ score PP_TOO_MUCH_UNICODE05 1.0
score PUMPDUMP 1.000
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
+score RAND_HEADER_MANY 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
-score REPTO_419_FRAUD 1.000
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
@@ -378,8 +390,8 @@ score URI_LONG_REPEAT 1.0
score URI_OPTOUT_3LD 1.000
score URI_TRY_USME 1.000
score USB_DRIVES 1.000
-score VFY_ACCT_NORDNS 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score WORD_INVIS 1.000
+score WORD_INVIS_MANY 1.000
score XM_DIGITS_ONLY 1.000
+score XPRIO_SHORT_SUBJ 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1903406&r1=1903405&r2=1903406&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Aug 14 02:49:26 2022
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 246997 48.916% (99.582% of non-spam corpus)
-# Correctly spam: 180893 35.825% (70.412% of spam corpus)
-# False positives: 1036 0.205% (0.418% of nonspam, 37318 weighted)
-# False negatives: 76015 15.054% (29.588% of spam, 147132 weighted)
-# Average score for spam: 10.5 nonspam: 0.7
+# Correctly non-spam: 246998 48.916% (99.583% of non-spam corpus)
+# Correctly spam: 181014 35.849% (70.459% of spam corpus)
+# False positives: 1035 0.205% (0.417% of nonspam, 37291 weighted)
+# False negatives: 75894 15.030% (29.541% of spam, 146460 weighted)
+# Average score for spam: 9.9 nonspam: 0.7
# Average for false-pos: 7.0 false-neg: 1.9
# TOTAL: 504941 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 30818 99.58%
-# Correctly spam: 22654 70.59%
+# Correctly spam: 22652 70.59%
# False positives: 131 0.42%
-# False negatives: 9437 29.41%
-# TCR(l=50): 2.007318 SpamRecall: 70.593% SpamPrec: 99.425%
+# False negatives: 9439 29.41%
+# TCR(l=50): 2.007067 SpamRecall: 70.587% SpamPrec: 99.425%
##### 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=1903406&r1=1903405&r2=1903406&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Aug 14 02:49:26 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 242934 46.634% (99.495% of non-spam corpus)
-# Correctly spam: 225354 43.259% (81.423% of spam corpus)
-# False positives: 1234 0.237% (0.505% of nonspam, 103015 weighted)
-# False negatives: 51416 9.870% (18.577% of spam, 104370 weighted)
-# Average score for spam: 17.7 nonspam: -0.8
-# Average for false-pos: 7.4 false-neg: 2.0
-# TOTAL: 520938 100.00%
+# Correctly non-spam: 248038 48.641% (99.530% of non-spam corpus)
+# Correctly spam: 214955 42.153% (82.444% of spam corpus)
+# False positives: 1172 0.230% (0.470% of nonspam, 93465 weighted)
+# False negatives: 45773 8.976% (17.556% of spam, 94332 weighted)
+# Average score for spam: 16.5 nonspam: -0.7
+# Average for false-pos: 7.6 false-neg: 2.1
+# TOTAL: 509938 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30361 99.49%
-# Correctly spam: 28150 81.31%
-# False positives: 157 0.51%
-# False negatives: 6469 18.69%
-# TCR(l=50): 2.417697 SpamRecall: 81.314% SpamPrec: 99.445%
+# Correctly non-spam: 30943 99.56%
+# Correctly spam: 26877 82.50%
+# False positives: 138 0.44%
+# False negatives: 5700 17.50%
+# TCR(l=50): 2.585476 SpamRecall: 82.503% SpamPrec: 99.489%
##### 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: 243107 99.57%
-# Correctly spam: 175410 63.38%
-# False positives: 1061 0.43%
-# False negatives: 101360 36.62%
-# TCR(l=50): 1.792436 SpamRecall: 63.378% SpamPrec: 99.399%
+# Correctly non-spam: 248181 99.59%
+# Correctly spam: 158973 60.97%
+# False positives: 1029 0.41%
+# False negatives: 101755 39.03%
+# TCR(l=50): 1.701824 SpamRecall: 60.973% SpamPrec: 99.357%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30371 99.52%
-# Correctly spam: 21985 63.51%
-# False positives: 147 0.48%
-# False negatives: 12634 36.49%
-# TCR(l=50): 1.732336 SpamRecall: 63.506% SpamPrec: 99.336%
+# Correctly non-spam: 30951 99.58%
+# Correctly spam: 19850 60.93%
+# False positives: 130 0.42%
+# False negatives: 12727 39.07%
+# TCR(l=50): 1.694336 SpamRecall: 60.933% SpamPrec: 99.349%