Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1880512&r1=1880511&r2=1880512&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Aug 2 03:08:34 2020
@@ -1,150 +1,158 @@
-# Using score set 1 logs for revision 1880285 from:
-# ham-net-axb-coi-bulk.r1880285.log ham-net-axb-generic.r1880285.log ham-net-axb-ham-misc.r1880285.log ham-net-darxus.r1880285.log ham-net-giovanni-ham.r1880285.log ham-net-giovanni-spammy.r1880285.log ham-net-giovanni-spam.r1880285.log ham-net-grenier.r1880285.log ham-net-jarif.r1880285.log ham-net-jbrooks.r1880285.log ham-net-llanga.r1880285.log ham-net-npiazzi.r1880285.log ham-net-pds.r1880285.log ham-net-sihde.r1880285.log ham-net-spamsponge.r1880285.log ham-net-thendrikx.r1880285.log spam-net-axb-coi-bulk.r1880285.log spam-net-axb-generic.r1880285.log spam-net-axb-ham-misc.r1880285.log spam-net-darxus.r1880285.log spam-net-giovanni-ham.r1880285.log spam-net-giovanni-spammy.r1880285.log spam-net-giovanni-spam.r1880285.log spam-net-grenier.r1880285.log spam-net-jarif.r1880285.log spam-net-jbrooks.r1880285.log spam-net-llanga.r1880285.log spam-net-npiazzi.r1880285.log spam-net-pds.r1880285.log spam-net-sihde.r1880285.log spam-net-spamsponge.r1880285.log spam-net-thendrikx.r1880285
.log
+# Using score set 1 logs for revision 1880496 from:
+# ham-net-axb-coi-bulk.r1880496.log ham-net-axb-generic.r1880496.log ham-net-axb-ham-misc.r1880496.log ham-net-darxus.r1880496.log ham-net-giovanni-ham.r1880496.log ham-net-giovanni-spammy.r1880496.log ham-net-giovanni-spam.r1880496.log ham-net-grenier.r1880496.log ham-net-jbrooks.r1880496.log ham-net-npiazzi.r1880496.log ham-net-pds.r1880496.log ham-net-sihde.r1880496.log ham-net-spamsponge.r1880496.log ham-net-thendrikx.r1880496.log spam-net-axb-coi-bulk.r1880496.log spam-net-axb-generic.r1880496.log spam-net-axb-ham-misc.r1880496.log spam-net-darxus.r1880496.log spam-net-giovanni-ham.r1880496.log spam-net-giovanni-spammy.r1880496.log spam-net-giovanni-spam.r1880496.log spam-net-grenier.r1880496.log spam-net-jbrooks.r1880496.log spam-net-npiazzi.r1880496.log spam-net-pds.r1880496.log spam-net-sihde.r1880496.log spam-net-spamsponge.r1880496.log spam-net-thendrikx.r1880496.log
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.992
-score ADMITS_SPAM 3.496
-score ADVANCE_FEE_2_NEW_MONEY 1.471
-score AXB_XMAILER_MIMEOLE_OL_024C2 3.995
-score BITCOIN_EXTORT_01 2.399
-score BITCOIN_PAY_ME 2.996
-score BITCOIN_SPAM_02 2.497
+score AC_DIV_BONANZA 0.001 # force non-zero
+score AC_FROM_MANY_DOTS 2.999
+score ADMITS_SPAM 3.399
+score ADVANCE_FEE_2_NEW_MONEY 2.000
+score ADVANCE_FEE_3_NEW 2.849
+score AXB_XMAILER_MIMEOLE_OL_024C2 3.900
+score BITCOIN_DEADLINE 1.400
+score BITCOIN_EXTORT_01 4.999
+score BITCOIN_PAY_ME 2.999
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_07 3.496
-score BITCOIN_SPAM_08 0.001
-score BITCOIN_SPAM_09 1.499
-score BODY_SINGLE_URI 2.497
+score BITCOIN_SPAM_07 3.499
+score BODY_SINGLE_URI 2.133
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.998
-score CK_HELO_DYNAMIC_SPLIT_IP 1.498
-score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.998
-score DKIMWL_BL 2.764
-score DKIMWL_WL_HIGH -0.001 # force non-zero
+score BODY_URI_ONLY 0.999
+score CK_HELO_DYNAMIC_SPLIT_IP 1.499
+score CK_HELO_GENERIC 0.250
+score CTE_8BIT_MISMATCH 0.999
+score DKIMWL_BL 3.000
+score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.445
-score FORGED_RELAY_MUA_TO_MX 3.695
-score FORGED_SPF_HELO 1.105
-score FORM_FRAUD_5 1.413
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score DSN_NO_MIMEVERSION 1.999
+score END_FUTURE_EMAILS 2.500
+score FILL_THIS_FORM 0.001
+score FORGED_RELAY_MUA_TO_MX 3.524
+score FORGED_SPF_HELO 1.099
+score FORM_FRAUD 0.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 2.997
-score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
+score FROM_ADDR_WS 2.005
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
-score FROM_MISSPACED 1.595
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.513
-score FROM_MISSP_MSFT 2.158
-score FROM_MISSP_REPLYTO 2.387
-score FROM_MISSP_USER 1.704
-score FROM_MISSP_XPRIO 2.189
-score FROM_NTLD_REPLY_FREEMAIL 0.001
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.420
-score FSL_BULK_SIG 0.001 # force non-zero
-score FSL_CTYPE_WIN1251 2.041
-score FSL_NEW_HELO_USER 1.997
-score FSL_THIS_IS_ADV 3.595
-score FUZZY_BITCOIN 4.215
-score FUZZY_BTC_WALLET 2.718
-score FUZZY_SECURITY 4.308
-score FUZZY_WALLET 2.295
+score FROM_MISSPACED 2.000
+score FROM_MISSP_EH_MATCH 1.871
+score FROM_MISSP_FREEMAIL 2.285
+score FROM_MISSP_MSFT 1.761
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_USER 2.648
+score FROM_MISSP_XPRIO 1.057
+score FROM_NTLD_REPLY_FREEMAIL 1.400
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FSL_BULK_SIG 0.001
+score FSL_CTYPE_WIN1251 1.996
+score FSL_NEW_HELO_USER 1.999
+score FSL_THIS_IS_ADV 3.499
+score FUZZY_BITCOIN 3.799
+score FUZZY_WALLET 0.484
score GB_FREEMAIL_DISPTO 0.001
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.997
-score HDR_ORDER_FTSDMCXX_NORDNS 3.110
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001
-score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.002
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.058
-score HOSTED_IMG_FREEM 0.001
+score GB_GOOGLE_OBFUS 0.749
+score HDRS_LCASE 0.100
+score HDRS_LCASE_IMGONLY 0.100
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 3.185
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
+score HELO_MISC_IP 0.167
+score HELO_NO_DOMAIN 0.001
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_RCVD_IP_MULTICAST 1.999
+score HK_SCAM 1.999
+score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI 2.999
-score HTML_OFF_PAGE 0.001
+score HTML_FONT_TINY_NORDNS 1.499
score HTML_SINGLET_MANY 0.001
-score HTML_TEXT_INVISIBLE_STYLE 2.746
-score IMG_ONLY_FM_DOM_INFO 2.498
-score KB_FORGED_MOZ4 4.295
-score KHOP_FAKE_EBAY 1.228
-score KHOP_HELO_FCRDNS 0.212
-score LIST_PRTL_SAME_USER 2.263
-score LONG_HEX_URI 1.813
-score LONG_IMG_URI 0.689
+score HTML_TEXT_INVISIBLE_STYLE 1.098
+score IMG_ONLY_FM_DOM_INFO 2.444
+score KB_FORGED_MOZ4 4.399
+score KHOP_FAKE_EBAY 0.345
+score KHOP_HELO_FCRDNS 0.400
+score LIST_PRTL_SAME_USER 3.000
+score LONG_HEX_URI 0.073
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.573
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 1.915
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.997
-score MONEY_FRAUD_8 2.504
-score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 1.997
-score NICE_REPLY_A -0.949
-score NICE_REPLY_C -1.653
-score NORDNS_LOW_CONTRAST 2.497
-score NO_FM_NAME_IP_HOSTN 0.453
-score NSL_RCVD_FROM_USER 3.199
-score OBFU_BITCOIN 1.811
-score OFFER_ONLY_AMERICA 0.347
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.998
-score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.498
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.597
-score PDS_FROM_NAME_TO_DOMAIN 0.998
-score PDS_SHORTFWD_URISHRT 1.498
-score PDS_TINYSUBJ_URISHRT 0.768
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RATWARE_NO_RDNS 2.996
+score MAILER_EQ_ORG 0.634
+score MANY_SPAN_IN_TEXT 2.499
+score MILLION_HUNDRED 2.499
+score MIMEOLE_DIRECT_TO_MX 1.999
+score MIXED_ES 0.281
+score MONEY_FORM_SHORT 2.500
+score MONEY_FRAUD_8 2.699
+score MONEY_FROM_MISSP 1.999
+score MSM_PRIO_REPTO 2.499
+score NICE_REPLY_A -1.458
+score NORDNS_LOW_CONTRAST 0.921
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 2.197
+score NSL_RCVD_HELO_USER 1.248
+score OBFU_BITCOIN 2.999
+score OFFER_ONLY_AMERICA 1.175
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.999
+score PDS_EMPTYSUBJ_URISHRT 1.393
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 0.001 # force non-zero
+score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PDS_TO_EQ_FROM_NAME 0.001
+score PP_MIME_FAKE_ASCII_TEXT 0.001
+score RATWARE_NO_RDNS 3.000
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.283
-score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORT_SHORTNER 1.997
-score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.997
+score RDNS_NUM_TLD_ATCHNX 0.590
+score RDNS_NUM_TLD_XM 2.999
+score SERGIO_SUBJECT_VIAGRA01 1.253
+score SHORT_SHORTNER 0.001
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.998
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.001
-score SPOOFED_FREEM_REPTO_CHN 3.499
-score STATIC_XPRIO_OLE 1.997
-score STOCK_LOW_CONTRAST 2.176
-score STOX_BOUND_090909_B 2.487
-score SUBJ_OBFU_PUNCT_FEW 0.748
-score SUBJ_OBFU_PUNCT_MANY 1.680
-score THIS_AD 1.797
-score THIS_IS_ADV_SUSP_NTLD 1.497
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 1.332
-score TO_EQ_FM_DOM_HTML_IMG 0.008
-score TO_EQ_FM_DOM_HTML_ONLY 1.298
+score SPOOFED_FREEM_REPTO 2.499
+score SPOOFED_FREEM_REPTO_CHN 2.304
+score STATIC_XPRIO_OLE 2.000
+score STOCK_LOW_CONTRAST 1.599
+score STOX_BOUND_090909_B 2.492
+score SUBJ_OBFU_PUNCT_FEW 0.086
+score SUBJ_OBFU_PUNCT_MANY 0.020
+score THIS_AD 1.599
+score THIS_IS_ADV_SUSP_NTLD 1.339
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_IMG 0.500
+score TO_EQ_FM_DOM_HTML_ONLY 0.599
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 1.665
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.497
-score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TVD_SPACE_ENCODED 0.553
-score TVD_SPACE_RATIO_MINFP 2.497
-score UPGRADE_MAILBOX 1.022
-score URI_IMG_WP_REDIR 2.996
-score URI_ONLY_MSGID_MALF 1.338
-score URI_TRY_3LD 0.934
-score URI_WP_DIRINDEX 3.496
-score URI_WP_HACKED 3.046
-score URI_WP_HACKED_2 2.391
-score XPRIO_SHORT_SUBJ 1.355
-score XPRIO_URL_SHORTNER 0.509
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.457
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 0.057
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.904
+score TO_NO_BRKTS_PCNT 2.475
+score TVD_SPACE_RATIO_MINFP 1.304
+score UPGRADE_MAILBOX 0.106
+score URI_GOOGLE_PROXY 1.887
+score URI_IMG_WP_REDIR 2.999
+score URI_ONLY_MSGID_MALF 2.000
+score URI_PHP_REDIR 1.832
+score URI_TRY_3LD 1.999
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 1.971
+score URI_WP_HACKED_2 2.499
+score XPRIO 1.324
+score XPRIO_SHORT_SUBJ 2.499
+score XPRIO_URL_SHORTNER 0.999
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -156,20 +164,20 @@ score AC_SPAMMY_URI_PATTERNS4 1.0
score AC_SPAMMY_URI_PATTERNS8 1.000
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADVANCE_FEE_2_NEW_FORM 1.000
-score ADVANCE_FEE_3_NEW 1.000
score AD_PREFS 0.250
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
score AMAZON_IMG_NOT_RCVD_AMZN 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BITCOIN_BOMB 1.000
-score BITCOIN_DEADLINE 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_03 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
+score BITCOIN_SPAM_08 1.000
+score BITCOIN_SPAM_09 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
@@ -192,7 +200,6 @@ score EBAY_IMG_NOT_RCVD_EBAY 1.0
score ENCRYPTED_MESSAGE -1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
-score FORM_FRAUD 1.000
score FORM_LOW_CONTRAST 1.000
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
@@ -204,6 +211,7 @@ score FROM_MISSP_SPF_FAIL 1.0
score FROM_NEWDOM_BTC 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
+score FROM_NUMERIC_TLD 1.000
score FROM_PAYPAL_SPOOF 1.000
score FROM_WORDY 1.000
score FROM_WORDY_SHORT 1.000
@@ -220,27 +228,30 @@ score GOOG_MALWARE_DNLD 1.0
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
-score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DIRECT_MX 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
+score HTML_OFF_PAGE 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_TEXT_INVISIBLE_FONT 1.000
+score LIST_PARTIAL_SHORT_MSG 1.000
score LIST_PRTL_PUMPDUMP 1.000
+score LONG_IMG_URI 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
score MANY_HDRS_LCASE 0.100
+score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
-score MONEY_FORM_SHORT 1.000
-score MSM_PRIO_REPTO 1.000
+score MONEY_FROM_41 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score PDS_HELO_SPF_FAIL 1.000
+score PHOTO_EDITING_DIRECT 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 1.000
score PHP_SCRIPT_MUA 1.000
@@ -249,15 +260,13 @@ score PP_TOO_MUCH_UNICODE05 1.0
score PUMPDUMP 1.000
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
-score RDNS_NUM_TLD_ATCHNX 1.000
score SEO_SUSP_NTLD 1.000
score SHOPIFY_IMG_NOT_RCVD_SFY 1.000
score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
score SYSADMIN 1.000
-score TO_NO_BRKTS_HTML_IMG 1.000
-score TO_NO_BRKTS_PCNT 1.000
+score TVD_SPACE_ENCODED 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
@@ -266,8 +275,6 @@ score URI_DATA 1.0
score URI_HEX_IP 1.000
score URI_OPTOUT_3LD 1.000
score URI_PHISH 1.000
-score URI_PHP_REDIR 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score XPRIO 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1880512&r1=1880511&r2=1880512&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Aug 2 03:08:34 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 102564 8.802% (99.553% of non-spam corpus)
-# Correctly spam: 719835 61.775% (67.767% of spam corpus)
-# False positives: 461 0.040% (0.447% of nonspam, 142987 weighted)
-# False negatives: 342393 29.384% (32.233% of spam, 924948 weighted)
-# Average score for spam: 6.6 nonspam: 0.7
-# Average for false-pos: 6.0 false-neg: 2.7
-# TOTAL: 1165253 100.00%
+# Correctly non-spam: 736937 40.853% (99.854% of non-spam corpus)
+# Correctly spam: 737862 40.905% (69.228% of spam corpus)
+# False positives: 1078 0.060% (0.146% of nonspam, 49923 weighted)
+# False negatives: 327982 18.182% (30.772% of spam, 845195 weighted)
+# Average score for spam: 6.7 nonspam: 0.4
+# Average for false-pos: 6.4 false-neg: 2.6
+# TOTAL: 1803859 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 12952 99.42%
-# Correctly spam: 91258 68.82%
-# False positives: 75 0.58%
-# False negatives: 41343 31.18%
-# TCR(l=50): 2.940612 SpamRecall: 68.822% SpamPrec: 99.918%
+# Correctly non-spam: 91891 99.85%
+# Correctly spam: 92488 69.52%
+# False positives: 142 0.15%
+# False negatives: 40548 30.48%
+# TCR(l=50): 2.792058 SpamRecall: 69.521% SpamPrec: 99.847%
##### 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: 99002 96.10%
-# Correctly spam: 609557 57.38%
-# False positives: 4023 3.90%
-# False negatives: 452671 42.62%
-# TCR(l=50): 1.624647 SpamRecall: 57.385% SpamPrec: 99.344%
+# Correctly non-spam: 733417 99.38%
+# Correctly spam: 610695 57.30%
+# False positives: 4598 0.62%
+# False negatives: 455149 42.70%
+# TCR(l=50): 1.555865 SpamRecall: 57.297% SpamPrec: 99.253%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 12506 96.00%
-# Correctly spam: 76372 57.60%
-# False positives: 521 4.00%
-# False negatives: 56229 42.40%
-# TCR(l=50): 1.611602 SpamRecall: 57.595% SpamPrec: 99.322%
+# Correctly non-spam: 91482 99.40%
+# Correctly spam: 76403 57.43%
+# False positives: 551 0.60%
+# False negatives: 56633 42.57%
+# TCR(l=50): 1.580319 SpamRecall: 57.430% SpamPrec: 99.284%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1880512&r1=1880511&r2=1880512&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Aug 2 03:08:34 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 859135 43.699% (99.946% of non-spam corpus)
-# Correctly spam: 1062177 54.026% (96.000% of spam corpus)
-# False positives: 464 0.024% (0.054% of nonspam, 37316 weighted)
-# False negatives: 44263 2.251% (4.000% of spam, 92234 weighted)
-# Average score for spam: 17.8 nonspam: -2.2
-# Average for false-pos: 6.2 false-neg: 2.1
-# TOTAL: 1966039 100.00%
+# Correctly non-spam: 101036 8.401% (99.857% of non-spam corpus)
+# Correctly spam: 1048883 87.217% (95.229% of spam corpus)
+# False positives: 145 0.012% (0.143% of nonspam, 99116 weighted)
+# False negatives: 52546 4.369% (4.771% of spam, 117855 weighted)
+# Average score for spam: 14.3 nonspam: -0.7
+# Average for false-pos: 6.3 false-neg: 2.2
+# TOTAL: 1202610 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 107190 99.95%
-# Correctly spam: 132513 96.00%
-# False positives: 57 0.05%
-# False negatives: 5528 4.00%
-# TCR(l=50): 16.476605 SpamRecall: 95.995% SpamPrec: 99.957%
+# Correctly non-spam: 12766 99.82%
+# Correctly spam: 130854 95.19%
+# False positives: 23 0.18%
+# False negatives: 6609 4.81%
+# TCR(l=50): 17.716587 SpamRecall: 95.192% SpamPrec: 99.982%
##### 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: 857251 99.73%
-# Correctly spam: 814206 73.59%
-# False positives: 2348 0.27%
-# False negatives: 292234 26.41%
-# TCR(l=50): 2.701045 SpamRecall: 73.588% SpamPrec: 99.712%
+# Correctly non-spam: 99077 97.92%
+# Correctly spam: 809081 73.46%
+# False positives: 2104 2.08%
+# False negatives: 292348 26.54%
+# TCR(l=50): 2.770556 SpamRecall: 73.457% SpamPrec: 99.741%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 106940 99.71%
-# Correctly spam: 101927 73.84%
-# False positives: 307 0.29%
-# False negatives: 36114 26.16%
-# TCR(l=50): 2.682283 SpamRecall: 73.838% SpamPrec: 99.700%
+# Correctly non-spam: 12504 97.77%
+# Correctly spam: 100669 73.23%
+# False positives: 285 2.23%
+# False negatives: 36794 26.77%
+# TCR(l=50): 2.693030 SpamRecall: 73.234% SpamPrec: 99.718%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1880512&r1=1880511&r2=1880512&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Aug 2 03:08:34 2020
@@ -1,150 +1,158 @@
-# Using score set 1 logs for revision 1880285 from:
-# ham-net-axb-coi-bulk.r1880285.log ham-net-axb-generic.r1880285.log ham-net-axb-ham-misc.r1880285.log ham-net-darxus.r1880285.log ham-net-giovanni-ham.r1880285.log ham-net-giovanni-spammy.r1880285.log ham-net-giovanni-spam.r1880285.log ham-net-grenier.r1880285.log ham-net-jarif.r1880285.log ham-net-jbrooks.r1880285.log ham-net-llanga.r1880285.log ham-net-npiazzi.r1880285.log ham-net-pds.r1880285.log ham-net-sihde.r1880285.log ham-net-spamsponge.r1880285.log ham-net-thendrikx.r1880285.log spam-net-axb-coi-bulk.r1880285.log spam-net-axb-generic.r1880285.log spam-net-axb-ham-misc.r1880285.log spam-net-darxus.r1880285.log spam-net-giovanni-ham.r1880285.log spam-net-giovanni-spammy.r1880285.log spam-net-giovanni-spam.r1880285.log spam-net-grenier.r1880285.log spam-net-jarif.r1880285.log spam-net-jbrooks.r1880285.log spam-net-llanga.r1880285.log spam-net-npiazzi.r1880285.log spam-net-pds.r1880285.log spam-net-sihde.r1880285.log spam-net-spamsponge.r1880285.log spam-net-thendrikx.r1880285
.log
+# Using score set 1 logs for revision 1880496 from:
+# ham-net-axb-coi-bulk.r1880496.log ham-net-axb-generic.r1880496.log ham-net-axb-ham-misc.r1880496.log ham-net-darxus.r1880496.log ham-net-giovanni-ham.r1880496.log ham-net-giovanni-spammy.r1880496.log ham-net-giovanni-spam.r1880496.log ham-net-grenier.r1880496.log ham-net-jbrooks.r1880496.log ham-net-npiazzi.r1880496.log ham-net-pds.r1880496.log ham-net-sihde.r1880496.log ham-net-spamsponge.r1880496.log ham-net-thendrikx.r1880496.log spam-net-axb-coi-bulk.r1880496.log spam-net-axb-generic.r1880496.log spam-net-axb-ham-misc.r1880496.log spam-net-darxus.r1880496.log spam-net-giovanni-ham.r1880496.log spam-net-giovanni-spammy.r1880496.log spam-net-giovanni-spam.r1880496.log spam-net-grenier.r1880496.log spam-net-jbrooks.r1880496.log spam-net-npiazzi.r1880496.log spam-net-pds.r1880496.log spam-net-sihde.r1880496.log spam-net-spamsponge.r1880496.log spam-net-thendrikx.r1880496.log
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.992
-score ADMITS_SPAM 3.496
-score ADVANCE_FEE_2_NEW_MONEY 1.471
-score AXB_XMAILER_MIMEOLE_OL_024C2 3.995
-score BITCOIN_EXTORT_01 2.399
-score BITCOIN_PAY_ME 2.996
-score BITCOIN_SPAM_02 2.497
+score AC_DIV_BONANZA 0.001 # force non-zero
+score AC_FROM_MANY_DOTS 2.999
+score ADMITS_SPAM 3.399
+score ADVANCE_FEE_2_NEW_MONEY 2.000
+score ADVANCE_FEE_3_NEW 2.849
+score AXB_XMAILER_MIMEOLE_OL_024C2 3.900
+score BITCOIN_DEADLINE 1.400
+score BITCOIN_EXTORT_01 4.999
+score BITCOIN_PAY_ME 2.999
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_07 3.496
-score BITCOIN_SPAM_08 0.001
-score BITCOIN_SPAM_09 1.499
-score BODY_SINGLE_URI 2.497
+score BITCOIN_SPAM_07 3.499
+score BODY_SINGLE_URI 2.133
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.998
-score CK_HELO_DYNAMIC_SPLIT_IP 1.498
-score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.998
-score DKIMWL_BL 2.764
-score DKIMWL_WL_HIGH -0.001 # force non-zero
+score BODY_URI_ONLY 0.999
+score CK_HELO_DYNAMIC_SPLIT_IP 1.499
+score CK_HELO_GENERIC 0.250
+score CTE_8BIT_MISMATCH 0.999
+score DKIMWL_BL 3.000
+score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.445
-score FORGED_RELAY_MUA_TO_MX 3.695
-score FORGED_SPF_HELO 1.105
-score FORM_FRAUD_5 1.413
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score DSN_NO_MIMEVERSION 1.999
+score END_FUTURE_EMAILS 2.500
+score FILL_THIS_FORM 0.001
+score FORGED_RELAY_MUA_TO_MX 3.524
+score FORGED_SPF_HELO 1.099
+score FORM_FRAUD 0.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 2.997
-score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
+score FROM_ADDR_WS 2.005
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
-score FROM_MISSPACED 1.595
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.513
-score FROM_MISSP_MSFT 2.158
-score FROM_MISSP_REPLYTO 2.387
-score FROM_MISSP_USER 1.704
-score FROM_MISSP_XPRIO 2.189
-score FROM_NTLD_REPLY_FREEMAIL 0.001
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.420
-score FSL_BULK_SIG 0.001 # force non-zero
-score FSL_CTYPE_WIN1251 2.041
-score FSL_NEW_HELO_USER 1.997
-score FSL_THIS_IS_ADV 3.595
-score FUZZY_BITCOIN 4.215
-score FUZZY_BTC_WALLET 2.718
-score FUZZY_SECURITY 4.308
-score FUZZY_WALLET 2.295
+score FROM_MISSPACED 2.000
+score FROM_MISSP_EH_MATCH 1.871
+score FROM_MISSP_FREEMAIL 2.285
+score FROM_MISSP_MSFT 1.761
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_USER 2.648
+score FROM_MISSP_XPRIO 1.057
+score FROM_NTLD_REPLY_FREEMAIL 1.400
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FSL_BULK_SIG 0.001
+score FSL_CTYPE_WIN1251 1.996
+score FSL_NEW_HELO_USER 1.999
+score FSL_THIS_IS_ADV 3.499
+score FUZZY_BITCOIN 3.799
+score FUZZY_WALLET 0.484
score GB_FREEMAIL_DISPTO 0.001
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.997
-score HDR_ORDER_FTSDMCXX_NORDNS 3.110
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001
-score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.002
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.058
-score HOSTED_IMG_FREEM 0.001
+score GB_GOOGLE_OBFUS 0.749
+score HDRS_LCASE 0.100
+score HDRS_LCASE_IMGONLY 0.100
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 3.185
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
+score HELO_MISC_IP 0.167
+score HELO_NO_DOMAIN 0.001
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_RCVD_IP_MULTICAST 1.999
+score HK_SCAM 1.999
+score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI 2.999
-score HTML_OFF_PAGE 0.001
+score HTML_FONT_TINY_NORDNS 1.499
score HTML_SINGLET_MANY 0.001
-score HTML_TEXT_INVISIBLE_STYLE 2.746
-score IMG_ONLY_FM_DOM_INFO 2.498
-score KB_FORGED_MOZ4 4.295
-score KHOP_FAKE_EBAY 1.228
-score KHOP_HELO_FCRDNS 0.212
-score LIST_PRTL_SAME_USER 2.263
-score LONG_HEX_URI 1.813
-score LONG_IMG_URI 0.689
+score HTML_TEXT_INVISIBLE_STYLE 1.098
+score IMG_ONLY_FM_DOM_INFO 2.444
+score KB_FORGED_MOZ4 4.399
+score KHOP_FAKE_EBAY 0.345
+score KHOP_HELO_FCRDNS 0.400
+score LIST_PRTL_SAME_USER 3.000
+score LONG_HEX_URI 0.073
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.573
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 1.915
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.997
-score MONEY_FRAUD_8 2.504
-score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 1.997
-score NICE_REPLY_A -0.949
-score NICE_REPLY_C -1.653
-score NORDNS_LOW_CONTRAST 2.497
-score NO_FM_NAME_IP_HOSTN 0.453
-score NSL_RCVD_FROM_USER 3.199
-score OBFU_BITCOIN 1.811
-score OFFER_ONLY_AMERICA 0.347
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.998
-score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.498
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.597
-score PDS_FROM_NAME_TO_DOMAIN 0.998
-score PDS_SHORTFWD_URISHRT 1.498
-score PDS_TINYSUBJ_URISHRT 0.768
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RATWARE_NO_RDNS 2.996
+score MAILER_EQ_ORG 0.634
+score MANY_SPAN_IN_TEXT 2.499
+score MILLION_HUNDRED 2.499
+score MIMEOLE_DIRECT_TO_MX 1.999
+score MIXED_ES 0.281
+score MONEY_FORM_SHORT 2.500
+score MONEY_FRAUD_8 2.699
+score MONEY_FROM_MISSP 1.999
+score MSM_PRIO_REPTO 2.499
+score NICE_REPLY_A -1.458
+score NORDNS_LOW_CONTRAST 0.921
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 2.197
+score NSL_RCVD_HELO_USER 1.248
+score OBFU_BITCOIN 2.999
+score OFFER_ONLY_AMERICA 1.175
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.999
+score PDS_EMPTYSUBJ_URISHRT 1.393
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 0.001 # force non-zero
+score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PDS_TO_EQ_FROM_NAME 0.001
+score PP_MIME_FAKE_ASCII_TEXT 0.001
+score RATWARE_NO_RDNS 3.000
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.283
-score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORT_SHORTNER 1.997
-score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.997
+score RDNS_NUM_TLD_ATCHNX 0.590
+score RDNS_NUM_TLD_XM 2.999
+score SERGIO_SUBJECT_VIAGRA01 1.253
+score SHORT_SHORTNER 0.001
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.998
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.001
-score SPOOFED_FREEM_REPTO_CHN 3.499
-score STATIC_XPRIO_OLE 1.997
-score STOCK_LOW_CONTRAST 2.176
-score STOX_BOUND_090909_B 2.487
-score SUBJ_OBFU_PUNCT_FEW 0.748
-score SUBJ_OBFU_PUNCT_MANY 1.680
-score THIS_AD 1.797
-score THIS_IS_ADV_SUSP_NTLD 1.497
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 1.332
-score TO_EQ_FM_DOM_HTML_IMG 0.008
-score TO_EQ_FM_DOM_HTML_ONLY 1.298
+score SPOOFED_FREEM_REPTO 2.499
+score SPOOFED_FREEM_REPTO_CHN 2.304
+score STATIC_XPRIO_OLE 2.000
+score STOCK_LOW_CONTRAST 1.599
+score STOX_BOUND_090909_B 2.492
+score SUBJ_OBFU_PUNCT_FEW 0.086
+score SUBJ_OBFU_PUNCT_MANY 0.020
+score THIS_AD 1.599
+score THIS_IS_ADV_SUSP_NTLD 1.339
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_IMG 0.500
+score TO_EQ_FM_DOM_HTML_ONLY 0.599
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 1.665
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.497
-score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TVD_SPACE_ENCODED 0.553
-score TVD_SPACE_RATIO_MINFP 2.497
-score UPGRADE_MAILBOX 1.022
-score URI_IMG_WP_REDIR 2.996
-score URI_ONLY_MSGID_MALF 1.338
-score URI_TRY_3LD 0.934
-score URI_WP_DIRINDEX 3.496
-score URI_WP_HACKED 3.046
-score URI_WP_HACKED_2 2.391
-score XPRIO_SHORT_SUBJ 1.355
-score XPRIO_URL_SHORTNER 0.509
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.457
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 0.057
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.904
+score TO_NO_BRKTS_PCNT 2.475
+score TVD_SPACE_RATIO_MINFP 1.304
+score UPGRADE_MAILBOX 0.106
+score URI_GOOGLE_PROXY 1.887
+score URI_IMG_WP_REDIR 2.999
+score URI_ONLY_MSGID_MALF 2.000
+score URI_PHP_REDIR 1.832
+score URI_TRY_3LD 1.999
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 1.971
+score URI_WP_HACKED_2 2.499
+score XPRIO 1.324
+score XPRIO_SHORT_SUBJ 2.499
+score XPRIO_URL_SHORTNER 0.999
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -156,20 +164,20 @@ score AC_SPAMMY_URI_PATTERNS4 1.0
score AC_SPAMMY_URI_PATTERNS8 1.000
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADVANCE_FEE_2_NEW_FORM 1.000
-score ADVANCE_FEE_3_NEW 1.000
score AD_PREFS 0.250
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
score AMAZON_IMG_NOT_RCVD_AMZN 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BITCOIN_BOMB 1.000
-score BITCOIN_DEADLINE 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_03 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
+score BITCOIN_SPAM_08 1.000
+score BITCOIN_SPAM_09 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
@@ -192,7 +200,6 @@ score EBAY_IMG_NOT_RCVD_EBAY 1.0
score ENCRYPTED_MESSAGE -1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
-score FORM_FRAUD 1.000
score FORM_LOW_CONTRAST 1.000
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
@@ -204,6 +211,7 @@ score FROM_MISSP_SPF_FAIL 1.0
score FROM_NEWDOM_BTC 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
+score FROM_NUMERIC_TLD 1.000
score FROM_PAYPAL_SPOOF 1.000
score FROM_WORDY 1.000
score FROM_WORDY_SHORT 1.000
@@ -220,27 +228,30 @@ score GOOG_MALWARE_DNLD 1.0
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
-score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DIRECT_MX 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
+score HTML_OFF_PAGE 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_TEXT_INVISIBLE_FONT 1.000
+score LIST_PARTIAL_SHORT_MSG 1.000
score LIST_PRTL_PUMPDUMP 1.000
+score LONG_IMG_URI 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
score MANY_HDRS_LCASE 0.100
+score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
-score MONEY_FORM_SHORT 1.000
-score MSM_PRIO_REPTO 1.000
+score MONEY_FROM_41 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score PDS_HELO_SPF_FAIL 1.000
+score PHOTO_EDITING_DIRECT 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 1.000
score PHP_SCRIPT_MUA 1.000
@@ -249,15 +260,13 @@ score PP_TOO_MUCH_UNICODE05 1.0
score PUMPDUMP 1.000
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
-score RDNS_NUM_TLD_ATCHNX 1.000
score SEO_SUSP_NTLD 1.000
score SHOPIFY_IMG_NOT_RCVD_SFY 1.000
score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
score SYSADMIN 1.000
-score TO_NO_BRKTS_HTML_IMG 1.000
-score TO_NO_BRKTS_PCNT 1.000
+score TVD_SPACE_ENCODED 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
@@ -266,8 +275,6 @@ score URI_DATA 1.0
score URI_HEX_IP 1.000
score URI_OPTOUT_3LD 1.000
score URI_PHISH 1.000
-score URI_PHP_REDIR 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score XPRIO 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1880512&r1=1880511&r2=1880512&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Aug 2 03:08:34 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 102564 8.802% (99.553% of non-spam corpus)
-# Correctly spam: 719835 61.775% (67.767% of spam corpus)
-# False positives: 461 0.040% (0.447% of nonspam, 142987 weighted)
-# False negatives: 342393 29.384% (32.233% of spam, 924948 weighted)
-# Average score for spam: 6.6 nonspam: 0.7
-# Average for false-pos: 6.0 false-neg: 2.7
-# TOTAL: 1165253 100.00%
+# Correctly non-spam: 736937 40.853% (99.854% of non-spam corpus)
+# Correctly spam: 737862 40.905% (69.228% of spam corpus)
+# False positives: 1078 0.060% (0.146% of nonspam, 49923 weighted)
+# False negatives: 327982 18.182% (30.772% of spam, 845195 weighted)
+# Average score for spam: 6.7 nonspam: 0.4
+# Average for false-pos: 6.4 false-neg: 2.6
+# TOTAL: 1803859 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 12952 99.42%
-# Correctly spam: 91258 68.82%
-# False positives: 75 0.58%
-# False negatives: 41343 31.18%
-# TCR(l=50): 2.940612 SpamRecall: 68.822% SpamPrec: 99.918%
+# Correctly non-spam: 91891 99.85%
+# Correctly spam: 92488 69.52%
+# False positives: 142 0.15%
+# False negatives: 40548 30.48%
+# TCR(l=50): 2.792058 SpamRecall: 69.521% SpamPrec: 99.847%
##### 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: 99002 96.10%
-# Correctly spam: 609557 57.38%
-# False positives: 4023 3.90%
-# False negatives: 452671 42.62%
-# TCR(l=50): 1.624647 SpamRecall: 57.385% SpamPrec: 99.344%
+# Correctly non-spam: 733417 99.38%
+# Correctly spam: 610695 57.30%
+# False positives: 4598 0.62%
+# False negatives: 455149 42.70%
+# TCR(l=50): 1.555865 SpamRecall: 57.297% SpamPrec: 99.253%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 12506 96.00%
-# Correctly spam: 76372 57.60%
-# False positives: 521 4.00%
-# False negatives: 56229 42.40%
-# TCR(l=50): 1.611602 SpamRecall: 57.595% SpamPrec: 99.322%
+# Correctly non-spam: 91482 99.40%
+# Correctly spam: 76403 57.43%
+# False positives: 551 0.60%
+# False negatives: 56633 42.57%
+# TCR(l=50): 1.580319 SpamRecall: 57.430% SpamPrec: 99.284%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1880512&r1=1880511&r2=1880512&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Aug 2 03:08:34 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 859135 43.699% (99.946% of non-spam corpus)
-# Correctly spam: 1062177 54.026% (96.000% of spam corpus)
-# False positives: 464 0.024% (0.054% of nonspam, 37316 weighted)
-# False negatives: 44263 2.251% (4.000% of spam, 92234 weighted)
-# Average score for spam: 17.8 nonspam: -2.2
-# Average for false-pos: 6.2 false-neg: 2.1
-# TOTAL: 1966039 100.00%
+# Correctly non-spam: 101036 8.401% (99.857% of non-spam corpus)
+# Correctly spam: 1048883 87.217% (95.229% of spam corpus)
+# False positives: 145 0.012% (0.143% of nonspam, 99116 weighted)
+# False negatives: 52546 4.369% (4.771% of spam, 117855 weighted)
+# Average score for spam: 14.3 nonspam: -0.7
+# Average for false-pos: 6.3 false-neg: 2.2
+# TOTAL: 1202610 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 107190 99.95%
-# Correctly spam: 132513 96.00%
-# False positives: 57 0.05%
-# False negatives: 5528 4.00%
-# TCR(l=50): 16.476605 SpamRecall: 95.995% SpamPrec: 99.957%
+# Correctly non-spam: 12766 99.82%
+# Correctly spam: 130854 95.19%
+# False positives: 23 0.18%
+# False negatives: 6609 4.81%
+# TCR(l=50): 17.716587 SpamRecall: 95.192% SpamPrec: 99.982%
##### 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: 857251 99.73%
-# Correctly spam: 814206 73.59%
-# False positives: 2348 0.27%
-# False negatives: 292234 26.41%
-# TCR(l=50): 2.701045 SpamRecall: 73.588% SpamPrec: 99.712%
+# Correctly non-spam: 99077 97.92%
+# Correctly spam: 809081 73.46%
+# False positives: 2104 2.08%
+# False negatives: 292348 26.54%
+# TCR(l=50): 2.770556 SpamRecall: 73.457% SpamPrec: 99.741%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 106940 99.71%
-# Correctly spam: 101927 73.84%
-# False positives: 307 0.29%
-# False negatives: 36114 26.16%
-# TCR(l=50): 2.682283 SpamRecall: 73.838% SpamPrec: 99.700%
+# Correctly non-spam: 12504 97.77%
+# Correctly spam: 100669 73.23%
+# False positives: 285 2.23%
+# False negatives: 36794 26.77%
+# TCR(l=50): 2.693030 SpamRecall: 73.234% SpamPrec: 99.718%