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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/12/19 05:06:50 UTC
svn commit: r1871784 [2/2] - in /spamassassin/trunk/rulesrc/scores:
72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0
stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1871784&r1=1871783&r2=1871784&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Dec 19 05:06:50 2019
@@ -5,179 +5,179 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.284
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.525
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.468
-score ADVANCE_FEE_3_NEW_MONEY 2.235
+score ADVANCE_FEE_3_NEW 3.465
+score ADVANCE_FEE_3_NEW_MONEY 2.237
score ADVANCE_FEE_4_NEW 2.151
-score ADVANCE_FEE_4_NEW_MONEY 2.325
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score AD_PREFS 0.500
+score ADVANCE_FEE_4_NEW_MONEY 2.599
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.240
+score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.099
-score BITCOIN_DEADLINE 2.321
-score BITCOIN_EXTORT_01 1.759
-score BITCOIN_MALWARE 1.682
-score BITCOIN_SPAM_02 0.596
-score BITCOIN_SPAM_07 2.884
-score BITCOIN_SPAM_08 1.088
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.802
+score BITCOIN_DEADLINE 2.325
+score BITCOIN_EXTORT_01 1.884
+score BITCOIN_MALWARE 2.136
+score BITCOIN_SPAM_02 2.317
+score BITCOIN_SPAM_07 2.620
+score BITCOIN_SPAM_08 1.089
score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 0.927
-score BODY_SINGLE_WORD 1.389
-score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.847
+score BODY_SINGLE_URI 0.660
+score BODY_SINGLE_WORD 1.655
+score BODY_URI_ONLY 1.000
+score BOGUS_MSM_HDRS 2.999
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.250
+score CK_HELO_GENERIC 0.249
score DEAR_BENEFICIARY 2.799
score DKIMWL_BL 2.999
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 1.499
-score DX_TEXT_03 2.699
-score EBAY_IMG_NOT_RCVD_EBAY 2.040
-score END_FUTURE_EMAILS 0.791
-score FILL_THIS_FORM 0.009
-score FORGED_RELAY_MUA_TO_MX 3.618
-score FORGED_SPF_HELO 1.457
-score FORM_FRAUD_5 2.799
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.416
+score DX_TEXT_03 2.799
+score EBAY_IMG_NOT_RCVD_EBAY 1.977
+score END_FUTURE_EMAILS 1.125
+score FILL_THIS_FORM 0.248
+score FORGED_RELAY_MUA_TO_MX 3.628
+score FORGED_SPF_HELO 1.458
+score FORM_FRAUD_5 2.899
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 0.977
-score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 0.262
-score FROM_FMBLA_NEWDOM 1.500
+score FROM_2_EMAILS_SHORT 1.917
+score FROM_ADDR_WS 0.263
+score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.001
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
score FROM_GOV_SPOOF 0.001
-score FROM_MISSPACED 0.196
+score FROM_MISSPACED 0.347
score FROM_MISSP_DYNIP 3.799
-score FROM_MISSP_EH_MATCH 2.000
-score FROM_MISSP_FREEMAIL 2.346
-score FROM_MISSP_MSFT 2.231
-score FROM_MISSP_REPLYTO 1.561
+score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSP_FREEMAIL 2.451
+score FROM_MISSP_MSFT 2.656
+score FROM_MISSP_REPLYTO 1.455
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 1.460
-score FROM_MISSP_USER 0.105
+score FROM_MISSP_TO_UNDISC 2.599
+score FROM_MISSP_USER 1.532
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_LINKBAIT 1.703
-score FROM_NTLD_REPLY_FREEMAIL 1.115
+score FROM_NTLD_LINKBAIT 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.162
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.118
-score FSL_CTYPE_WIN1251 2.676
-score FSL_HELO_FAKE 1.786
+score FSL_BULK_SIG 0.071
+score FSL_CTYPE_WIN1251 1.918
+score FSL_HELO_FAKE 1.787
score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 0.667
-score FUZZY_CLICK_HERE 2.192
-score GB_BITCOIN_CP 1.911
-score GB_BITCOIN_NH 2.846
+score FSL_THIS_IS_ADV 0.665
+score FUZZY_CLICK_HERE 1.579
+score GB_BITCOIN_CP 2.685
+score GB_BITCOIN_NH 2.613
score GB_FREEMAIL_DISPTO 0.499
score GB_GOOGLE_OBFUR 0.749
score GB_GOOGLE_OBFUS 0.749
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.100
+score HDRS_LCASE 0.100
+score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.165
+score HELO_MISC_IP 0.167
score HELO_NO_DOMAIN 0.905
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.486
+score HK_RANDOM_REPLYTO 1.000
+score HK_RCVD_IP_MULTICAST 0.479
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.145
+score HOSTED_IMG_DIRECT_MX 0.523
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 0.689
-score HTML_OFF_PAGE 2.100
-score HTML_SINGLET_MANY 2.206
-score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.821
+score HOSTED_IMG_MULTI 1.286
+score HTML_OFF_PAGE 2.098
+score HTML_SINGLET_MANY 2.202
+score HTML_TEXT_INVISIBLE_FONT 3.000
+score HTML_TEXT_INVISIBLE_STYLE 1.816
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 2.704
-score KHOP_FAKE_EBAY 0.444
+score KB_FORGED_MOZ4 2.894
+score KHOP_FAKE_EBAY 0.001
score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.217
+score LIST_PRTL_SAME_USER 0.811
score LITECOIN_EXTORT_01 0.001
-score LONG_HEX_URI 2.048
+score LONG_HEX_URI 2.050
score LONG_IMG_URI 1.042
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.527
-score MALF_HTML_B64 0.611
-score MALWARE_NORDNS 0.502
-score MALWARE_PASSWORD 3.147
+score MALFORMED_FREEMAIL 1.549
+score MALF_HTML_B64 1.478
+score MALWARE_NORDNS 0.001
+score MALWARE_PASSWORD 3.392
score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 2.599
score MIMEOLE_DIRECT_TO_MX 1.999
score MONEY_ATM_CARD 2.699
-score MONEY_FORM 0.328
-score MONEY_FORM_SHORT 2.257
-score MONEY_FRAUD_3 0.966
-score MONEY_FRAUD_5 0.984
+score MONEY_FORM 0.088
+score MONEY_FORM_SHORT 2.259
+score MONEY_FRAUD_3 0.944
+score MONEY_FRAUD_5 0.992
score MONEY_FRAUD_8 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 2.187
-score NORDNS_LOW_CONTRAST 1.891
-score NO_FM_NAME_IP_HOSTN 0.105
-score NSL_RCVD_FROM_USER 1.507
-score NSL_RCVD_HELO_USER 1.451
-score NUMBEREND_LINKBAIT 0.999
-score NUMBERONLY_BITCOIN_EXP 1.740
+score MSM_PRIO_REPTO 2.045
+score NORDNS_LOW_CONTRAST 1.895
+score NO_FM_NAME_IP_HOSTN 0.185
+score NSL_RCVD_FROM_USER 2.542
+score NSL_RCVD_HELO_USER 0.001
+score NUMBEREND_LINKBAIT 0.696
+score NUMBERONLY_BITCOIN_EXP 0.203
score OBFU_BITCOIN 2.999
score ONLINE_MKTG_CNSLT 2.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.999
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.451
-score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_FROM_2_EMAILS 1.447
+score PDS_FROM_NAME_TO_DOMAIN 1.000
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NAKED_TO_NUMERO 1.994
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.272
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.073
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.841
-score RATWARE_NO_RDNS 3.000
+score PP_MIME_FAKE_ASCII_TEXT 0.842
+score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.996
-score RISK_FREE 2.231
+score RDNS_NUM_TLD_XM 0.189
+score RISK_FREE 3.070
score SERGIO_SUBJECT_PORN014 2.899
-score SERGIO_SUBJECT_VIAGRA01 2.775
-score SHORTENED_URL_SRC 0.791
-score SHORTENER_SHORT_IMG 1.557
-score SHORT_IMG_SUSP_NTLD 1.378
+score SERGIO_SUBJECT_VIAGRA01 2.774
+score SHORTENED_URL_SRC 0.789
+score SHORTENER_SHORT_IMG 2.375
+score SHORT_IMG_SUSP_NTLD 0.568
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.723
-score STATIC_XPRIO_OLE 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEM_REPTO 0.729
+score STATIC_XPRIO_OLE 2.000
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_FEW 0.750
score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUBJ_UNNEEDED_HTML 2.599
-score THIS_AD 2.099
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.236
+score SUBJ_UNNEEDED_HTML 2.699
+score THIS_AD 2.100
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.731
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.662
+score TO_EQ_FM_DIRECT_MX 1.151
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.668
+score TO_EQ_FM_DOM_HTML_ONLY 0.182
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.398
-score TO_EQ_FM_SPF_FAIL 0.854
+score TO_EQ_FM_HTML_ONLY 0.286
+score TO_EQ_FM_SPF_FAIL 1.010
score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 2.270
score TO_NO_BRKTS_DYNIP 3.651
@@ -185,19 +185,19 @@ score TO_NO_BRKTS_FROM_MSSP 2.4
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 2.000
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.996
-score TO_NO_BRKTS_PCNT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.878
+score TO_NO_BRKTS_PCNT 2.500
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
-score UPGRADE_MAILBOX 0.001
+score UPGRADE_MAILBOX 0.001 # force non-zero
score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 1.164
-score URI_PHP_REDIR 3.499
+score URI_ONLY_MSGID_MALF 1.168
+score URI_PHP_REDIR 3.500
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.976
+score XPRIO_URL_SHORTNER 0.820
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1871784&r1=1871783&r2=1871784&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Dec 19 05:06:50 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 600556 52.869% (99.602% of non-spam corpus)
-# Correctly spam: 404510 35.610% (75.896% of spam corpus)
-# False positives: 2399 0.211% (0.398% of nonspam, 60909 weighted)
-# False negatives: 128468 11.309% (24.104% of spam, 266430 weighted)
-# Average score for spam: 9.5 nonspam: 0.6
-# Average for false-pos: 5.7 false-neg: 2.1
-# TOTAL: 1135933 100.00%
+# Correctly non-spam: 607545 55.418% (99.578% of non-spam corpus)
+# Correctly spam: 366790 33.457% (75.445% of spam corpus)
+# False positives: 2574 0.235% (0.422% of nonspam, 60094 weighted)
+# False negatives: 119379 10.889% (24.555% of spam, 243597 weighted)
+# Average score for spam: 9.3 nonspam: 0.6
+# Average for false-pos: 5.9 false-neg: 2.0
+# TOTAL: 1096288 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 74997 99.55%
-# Correctly spam: 50349 75.63%
-# False positives: 337 0.45%
-# False negatives: 16224 24.37%
-# TCR(l=50): 2.012850 SpamRecall: 75.630% SpamPrec: 99.335%
+# Correctly non-spam: 75877 99.54%
+# Correctly spam: 45786 75.47%
+# False positives: 352 0.46%
+# False negatives: 14884 24.53%
+# TCR(l=50): 1.867689 SpamRecall: 75.467% SpamPrec: 99.237%
##### 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: 591021 98.02%
-# Correctly spam: 197590 37.07%
-# False positives: 11934 1.98%
-# False negatives: 335388 62.93%
-# TCR(l=50): 0.571811 SpamRecall: 37.073% SpamPrec: 94.304%
+# Correctly non-spam: 598833 98.15%
+# Correctly spam: 176189 36.24%
+# False positives: 11286 1.85%
+# False negatives: 309980 63.76%
+# TCR(l=50): 0.556079 SpamRecall: 36.240% SpamPrec: 93.980%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 73828 98.00%
-# Correctly spam: 24461 36.74%
-# False positives: 1506 2.00%
-# False negatives: 42112 63.26%
-# TCR(l=50): 0.567003 SpamRecall: 36.743% SpamPrec: 94.200%
+# Correctly non-spam: 74825 98.16%
+# Correctly spam: 21780 35.90%
+# False positives: 1404 1.84%
+# False negatives: 38890 64.10%
+# TCR(l=50): 0.556146 SpamRecall: 35.899% SpamPrec: 93.944%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1871784&r1=1871783&r2=1871784&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Dec 19 05:06:50 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 620634 52.929% (99.830% of non-spam corpus)
-# Correctly spam: 491851 41.946% (89.284% of spam corpus)
-# False positives: 1057 0.090% (0.170% of nonspam, 58034 weighted)
-# False negatives: 59032 5.034% (10.716% of spam, 107432 weighted)
-# Average score for spam: 16.3 nonspam: -2.6
+# Correctly non-spam: 620642 52.936% (99.831% of non-spam corpus)
+# Correctly spam: 492684 42.022% (89.456% of spam corpus)
+# False positives: 1049 0.089% (0.169% of nonspam, 57668 weighted)
+# False negatives: 58071 4.953% (10.544% of spam, 102799 weighted)
+# Average score for spam: 16.1 nonspam: -2.6
# Average for false-pos: 6.2 false-neg: 1.8
-# TOTAL: 1172574 100.00%
+# TOTAL: 1172446 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77485 99.82%
-# Correctly spam: 61530 89.39%
-# False positives: 143 0.18%
-# False negatives: 7306 10.61%
-# TCR(l=50): 4.761760 SpamRecall: 89.386% SpamPrec: 99.768%
+# Correctly non-spam: 77484 99.81%
+# Correctly spam: 61557 89.44%
+# False positives: 144 0.19%
+# False negatives: 7269 10.56%
+# TCR(l=50): 4.756790 SpamRecall: 89.439% SpamPrec: 99.767%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 619739 99.69%
-# Correctly spam: 364635 66.19%
+# Correctly spam: 364577 66.20%
# False positives: 1952 0.31%
-# False negatives: 186248 33.81%
-# TCR(l=50): 1.940768 SpamRecall: 66.191% SpamPrec: 99.468%
+# False negatives: 186178 33.80%
+# TCR(l=50): 1.940795 SpamRecall: 66.196% SpamPrec: 99.467%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 77372 99.67%
-# Correctly spam: 45559 66.18%
+# Correctly spam: 45611 66.27%
# False positives: 256 0.33%
-# False negatives: 23277 33.82%
-# TCR(l=50): 1.908030 SpamRecall: 66.185% SpamPrec: 99.441%
+# False negatives: 23215 33.73%
+# TCR(l=50): 1.911037 SpamRecall: 66.270% SpamPrec: 99.442%