Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1869678&r1=1869677&r2=1869678&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Nov 12 05:38:51 2019
@@ -3,211 +3,211 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.228
-score ADVANCE_FEE_2_NEW_MONEY 1.415
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_MONEY 2.421
-score ADVANCE_FEE_4_NEW 2.240
+score AC_FROM_MANY_DOTS 2.222
+score ADVANCE_FEE_2_NEW_MONEY 1.348
+score ADVANCE_FEE_3_NEW 3.453
+score ADVANCE_FEE_3_NEW_MONEY 2.418
+score ADVANCE_FEE_4_NEW 2.185
score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW 2.123
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.668
-score ADVANCE_FEE_5_NEW_MONEY 0.478
+score ADVANCE_FEE_5_NEW 1.553
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.368
+score ADVANCE_FEE_5_NEW_MONEY 0.220
score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.054
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.523
-score AXB_X_AOL_SEZ_S 2.999
+score ALIBABA_IMG_NOT_RCVD_ALI 2.500
+score AMAZON_IMG_NOT_RCVD_AMZN 2.055
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.398
+score AXB_X_AOL_SEZ_S 2.899
score BIGNUM_EMAILS 2.999
-score BITCOIN_DEADLINE 2.021
-score BITCOIN_EXTORT_01 3.228
-score BITCOIN_SPAM_02 2.020
-score BITCOIN_SPAM_05 0.855
-score BITCOIN_SPAM_07 2.886
-score BITCOIN_SPAM_08 2.400
+score BITCOIN_DEADLINE 2.036
+score BITCOIN_EXTORT_01 3.210
+score BITCOIN_SPAM_02 2.209
+score BITCOIN_SPAM_05 1.303
+score BITCOIN_SPAM_07 2.888
+score BITCOIN_SPAM_08 2.402
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 0.059
-score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.924
+score BODY_EMPTY 0.060
+score BODY_URI_ONLY 1.000
+score BOGUS_MSM_HDRS 2.928
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
-score DEAR_BENEFICIARY 2.774
-score DKIMWL_BL 2.999
+score DEAR_BENEFICIARY 2.772
+score DKIMWL_BL 3.000
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DOS_OUTLOOK_TO_MX_IMAGE 2.889
-score DRUGS_ERECTILE_SHORT_SHORTNER 1.318
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DOS_OUTLOOK_TO_MX_IMAGE 2.899
+score DRUGS_ERECTILE_SHORT_SHORTNER 1.499
score DX_TEXT_03 1.599
-score EBAY_IMG_NOT_RCVD_EBAY 1.133
-score END_FUTURE_EMAILS 0.456
-score FAKE_REPLY_A1 2.899
-score FILL_THIS_FORM 0.046
-score FORGED_RELAY_MUA_TO_MX 3.135
-score FORGED_SPF_HELO 1.236
+score EBAY_IMG_NOT_RCVD_EBAY 0.986
+score END_FUTURE_EMAILS 0.891
+score FILL_THIS_FORM 0.001
+score FORGED_RELAY_MUA_TO_MX 3.145
+score FORGED_SPF_HELO 1.225
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.170
+score FORM_FRAUD_5 0.001 # force non-zero
+score FREEMAIL_FORGED_FROMDOMAIN 0.218
score FROMSPACE 0.001
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.563
+score FROM_ADDR_WS 0.561
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 # force non-zero
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
+score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 3.456
-score FROM_MISSP_EH_MATCH 1.227
-score FROM_MISSP_FREEMAIL 1.485
-score FROM_MISSP_MSFT 1.184
-score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_DYNIP 3.479
+score FROM_MISSP_EH_MATCH 1.230
+score FROM_MISSP_FREEMAIL 1.576
+score FROM_MISSP_MSFT 4.003
+score FROM_MISSP_REPLYTO 2.361
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_USER 2.583
-score FROM_MISSP_XPRIO 2.499
+score FROM_MISSP_USER 2.639
+score FROM_MISSP_XPRIO 2.500
score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.314
+score FROM_NTLD_REPLY_FREEMAIL 0.212
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 2.252
-score FSL_BULK_SIG 0.123
-score FSL_CTYPE_WIN1251 2.138
-score FSL_HELO_FAKE 0.651
-score FSL_NEW_HELO_USER 1.716
-score FSL_THIS_IS_ADV 2.076
-score FUZZY_CLICK_HERE 3.000
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_WORDY 2.272
+score FSL_BULK_SIG 0.122
+score FSL_CTYPE_WIN1251 0.398
+score FSL_HELO_FAKE 0.644
+score FSL_NEW_HELO_USER 1.999
+score FSL_THIS_IS_ADV 2.082
+score FUZZY_CLICK_HERE 2.999
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.371
-score GB_FREEMAIL_DISPTO 0.001
+score GB_BITCOIN_NH 1.313
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_GOOGLE_OBFU 0.749
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDRS_LCASE 0.100
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 0.434
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.001
-score HELO_NO_DOMAIN 0.161
-score HK_LOTTO 0.575
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.049
+score HELO_NO_DOMAIN 0.164
+score HK_LOTTO 0.760
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.564
-score HK_SCAM 1.680
-score HK_WIN 1.000
-score HOSTED_IMG_DIRECT_MX 1.627
-score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 2.421
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.045
-score HTML_TEXT_INVISIBLE_STYLE 2.457
+score HK_RCVD_IP_MULTICAST 1.567
+score HK_SCAM 1.876
+score HK_WIN 0.999
+score HOSTED_IMG_DIRECT_MX 2.528
+score HOSTED_IMG_FREEM 0.001 # force non-zero
+score HOSTED_IMG_MULTI 2.655
+score HTML_OFF_PAGE 2.579
+score HTML_SINGLET_MANY 1.041
+score HTML_TEXT_INVISIBLE_STYLE 2.462
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.001
+score KHOP_FAKE_EBAY 0.204
score KHOP_HELO_FCRDNS 0.399
-score LIST_PRTL_SAME_USER 0.001
+score LIST_PRTL_SAME_USER 0.557
score LONG_HEX_URI 1.618
-score LONG_IMG_URI 0.964
+score LONG_IMG_URI 0.966
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score MALFORMED_FREEMAIL 1.366
-score MALF_HTML_B64 1.549
-score MALWARE_NORDNS 1.676
-score MALWARE_PASSWORD 3.049
-score MANY_HDRS_LCASE 0.100
+score MALFORMED_FREEMAIL 1.368
+score MALF_HTML_B64 2.243
+score MALWARE_NORDNS 2.234
+score MALWARE_PASSWORD 3.499
+score MANY_HDRS_LCASE 0.099
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.227
+score MILLION_HUNDRED 2.162
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.499
+score MIXED_ES 2.399
score MONEY_ATM_CARD 2.699
-score MONEY_FORM 0.291
-score MONEY_FORM_SHORT 1.655
-score MONEY_FRAUD_3 1.275
+score MONEY_FORM 0.336
+score MONEY_FORM_SHORT 1.739
+score MONEY_FRAUD_3 1.330
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.991
+score MONEY_FRAUD_8 3.465
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 1.254
+score NORDNS_LOW_CONTRAST 1.250
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 2.378
-score NSL_RCVD_HELO_USER 1.160
-score NUMBERONLY_BITCOIN_EXP 0.598
-score OBFU_BITCOIN 2.999
-score ONLINE_MKTG_CNSLT 2.899
+score NSL_RCVD_FROM_USER 2.332
+score NSL_RCVD_HELO_USER 1.208
+score NUMBERONLY_BITCOIN_EXP 0.001
+score OBFU_BITCOIN 2.869
+score ONLINE_MKTG_CNSLT 2.800
score PDS_BTC_ID 0.499
score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_TNB_RUNON 1.714
+score PDS_DBL_URL_TNB_RUNON 1.972
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 1.900
-score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 1.829
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_HELO_SPF_FAIL 1.566
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
score PDS_NAKED_TO_NUMERO 1.999
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.500
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.426
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.427
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 3.055
+score PDS_TO_EQ_FROM_NAME 3.054
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.827
+score PP_MIME_FAKE_ASCII_TEXT 0.828
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score SEO_SUSP_NTLD 0.999
+score SEO_SUSP_NTLD 0.172
score SERGIO_SUBJECT_PORN014 3.299
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.936
-score SHORT_BODY_G_DRIVE_DYN 1.078
-score SHORT_IMG_SUSP_NTLD 1.287
+score SHORTENER_SHORT_IMG 1.505
+score SHORT_BODY_G_DRIVE_DYN 1.499
+score SHORT_IMG_SUSP_NTLD 0.220
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
-score STATIC_XPRIO_OLE 1.524
+score STATIC_XPRIO_OLE 1.220
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.509
-score TEQF_USR_MSGID_MALF 2.269
+score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_MANY 1.508
+score TEQF_USR_MSGID_MALF 1.323
score THIS_AD 1.799
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.499
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.451
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
-score TO_EQ_FM_DOM_HTML_IMG 0.404
-score TO_EQ_FM_DOM_HTML_ONLY 0.533
-score TO_EQ_FM_DOM_SPF_FAIL 0.473
-score TO_EQ_FM_HTML_ONLY 0.353
-score TO_EQ_FM_SPF_FAIL 1.357
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 1.468
-score TO_NO_BRKTS_DYNIP 3.166
+score TO_EQ_FM_DOM_HTML_IMG 0.084
+score TO_EQ_FM_DOM_HTML_ONLY 0.479
+score TO_EQ_FM_DOM_SPF_FAIL 1.167
+score TO_EQ_FM_HTML_ONLY 0.149
+score TO_EQ_FM_SPF_FAIL 0.418
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 1.466
+score TO_NO_BRKTS_DYNIP 3.169
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.835
+score TO_NO_BRKTS_HTML_IMG 0.836
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TVD_IP_HEX 0.698
-score TVD_IP_SING_HEX 2.604
-score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.500
+score TVD_IP_HEX 0.558
+score TVD_IP_SING_HEX 2.538
+score TVD_SPACE_ENCODED 0.001 # force non-zero
+score TVD_SPACE_RATIO_MINFP 2.499
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_DOM_NO_BODY 3.749
score UPGRADE_MAILBOX 1.799
score URI_GOOGLE_PROXY 2.299
-score URI_HEX_IP 1.640
-score URI_ONLY_MSGID_MALF 1.472
+score URI_HEX_IP 1.768
+score URI_ONLY_MSGID_MALF 0.688
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.709
-score URI_WP_HACKED 2.531
-score URI_WP_HACKED_2 2.500
-score US_DOLLARS_3 1.565
+score URI_TRY_3LD 0.693
+score URI_WP_HACKED 2.525
+score URI_WP_HACKED_2 2.499
+score US_DOLLARS_3 1.575
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.001
+score XPRIO_URL_SHORTNER 0.244
+score YOU_INHERIT 2.499
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -280,7 +280,6 @@ score MIME_NO_TEXT 1.0
score MONERO_EXTORT_01 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score PDS_DBL_URL_ILLEGAL_CHARS 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1869678&r1=1869677&r2=1869678&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Nov 12 05:38:51 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 621871 41.000% (99.594% of non-spam corpus)
-# Correctly spam: 717628 47.314% (80.421% of spam corpus)
-# False positives: 2535 0.167% (0.406% of nonspam, 102564 weighted)
-# False negatives: 174710 11.519% (19.579% of spam, 400902 weighted)
-# Average score for spam: 11.1 nonspam: 0.6
-# Average for false-pos: 5.7 false-neg: 2.3
-# TOTAL: 1516744 100.00%
+# Correctly non-spam: 622508 40.572% (99.652% of non-spam corpus)
+# Correctly spam: 733716 47.820% (80.659% of spam corpus)
+# False positives: 2173 0.142% (0.348% of nonspam, 91112 weighted)
+# False negatives: 175931 11.466% (19.341% of spam, 405120 weighted)
+# Average score for spam: 10.8 nonspam: 0.6
+# Average for false-pos: 5.8 false-neg: 2.3
+# TOTAL: 1534328 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77536 99.44%
-# Correctly spam: 89447 80.28%
-# False positives: 439 0.56%
-# False negatives: 21971 19.72%
-# TCR(l=50): 2.536782 SpamRecall: 80.281% SpamPrec: 99.512%
+# Correctly non-spam: 77738 99.65%
+# Correctly spam: 91448 80.55%
+# False positives: 271 0.35%
+# False negatives: 22085 19.45%
+# TCR(l=50): 3.185997 SpamRecall: 80.548% SpamPrec: 99.705%
##### 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: 609765 97.66%
-# Correctly spam: 376813 42.23%
-# False positives: 14641 2.34%
-# False negatives: 515525 57.77%
-# TCR(l=50): 0.715258 SpamRecall: 42.228% SpamPrec: 96.260%
+# Correctly non-spam: 610117 97.67%
+# Correctly spam: 379972 41.77%
+# False positives: 14564 2.33%
+# False negatives: 529675 58.23%
+# TCR(l=50): 0.723162 SpamRecall: 41.771% SpamPrec: 96.309%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 76201 97.72%
-# Correctly spam: 46983 42.17%
-# False positives: 1774 2.28%
-# False negatives: 64435 57.83%
-# TCR(l=50): 0.727580 SpamRecall: 42.168% SpamPrec: 96.362%
+# Correctly non-spam: 76123 97.58%
+# Correctly spam: 47334 41.69%
+# False positives: 1886 2.42%
+# False negatives: 66199 58.31%
+# TCR(l=50): 0.707375 SpamRecall: 41.692% SpamPrec: 96.168%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1869678&r1=1869677&r2=1869678&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Nov 12 05:38:51 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 640140 43.083% (99.878% of non-spam corpus)
-# Correctly spam: 783150 52.708% (92.690% of spam corpus)
-# False positives: 783 0.053% (0.122% of nonspam, 63441 weighted)
-# False negatives: 61759 4.157% (7.310% of spam, 112186 weighted)
+# Correctly non-spam: 640152 43.085% (99.880% of non-spam corpus)
+# Correctly spam: 783206 52.713% (92.702% of spam corpus)
+# False positives: 771 0.052% (0.120% of nonspam, 62634 weighted)
+# False negatives: 61655 4.150% (7.298% of spam, 111518 weighted)
# Average score for spam: 16.7 nonspam: -2.2
-# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 1485832 100.00%
+# Average for false-pos: 6.2 false-neg: 1.8
+# TOTAL: 1485784 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 79868 99.85%
-# Correctly spam: 97619 92.69%
-# False positives: 117 0.15%
-# False negatives: 7704 7.31%
-# TCR(l=50): 7.770621 SpamRecall: 92.685% SpamPrec: 99.880%
+# Correctly non-spam: 79869 99.85%
+# Correctly spam: 97598 92.67%
+# False positives: 116 0.15%
+# False negatives: 7718 7.33%
+# TCR(l=50): 7.790797 SpamRecall: 92.672% SpamPrec: 99.881%
##### 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: 638858 99.68%
-# Correctly spam: 569079 67.35%
+# Correctly spam: 569292 67.38%
# False positives: 2065 0.32%
-# False negatives: 275830 32.65%
-# TCR(l=50): 2.228841 SpamRecall: 67.354% SpamPrec: 99.638%
+# False negatives: 275569 32.62%
+# TCR(l=50): 2.230250 SpamRecall: 67.383% SpamPrec: 99.639%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 79720 99.67%
-# Correctly spam: 70846 67.27%
+# Correctly spam: 70737 67.17%
# False positives: 265 0.33%
-# False negatives: 34477 32.73%
-# TCR(l=50): 2.206780 SpamRecall: 67.265% SpamPrec: 99.627%
+# False negatives: 34579 32.83%
+# TCR(l=50): 2.201928 SpamRecall: 67.166% SpamPrec: 99.627%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1869678&r1=1869677&r2=1869678&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Nov 12 05:38:51 2019
@@ -3,211 +3,211 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.228
-score ADVANCE_FEE_2_NEW_MONEY 1.415
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_MONEY 2.421
-score ADVANCE_FEE_4_NEW 2.240
+score AC_FROM_MANY_DOTS 2.222
+score ADVANCE_FEE_2_NEW_MONEY 1.348
+score ADVANCE_FEE_3_NEW 3.453
+score ADVANCE_FEE_3_NEW_MONEY 2.418
+score ADVANCE_FEE_4_NEW 2.185
score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW 2.123
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.668
-score ADVANCE_FEE_5_NEW_MONEY 0.478
+score ADVANCE_FEE_5_NEW 1.553
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.368
+score ADVANCE_FEE_5_NEW_MONEY 0.220
score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.054
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.523
-score AXB_X_AOL_SEZ_S 2.999
+score ALIBABA_IMG_NOT_RCVD_ALI 2.500
+score AMAZON_IMG_NOT_RCVD_AMZN 2.055
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.398
+score AXB_X_AOL_SEZ_S 2.899
score BIGNUM_EMAILS 2.999
-score BITCOIN_DEADLINE 2.021
-score BITCOIN_EXTORT_01 3.228
-score BITCOIN_SPAM_02 2.020
-score BITCOIN_SPAM_05 0.855
-score BITCOIN_SPAM_07 2.886
-score BITCOIN_SPAM_08 2.400
+score BITCOIN_DEADLINE 2.036
+score BITCOIN_EXTORT_01 3.210
+score BITCOIN_SPAM_02 2.209
+score BITCOIN_SPAM_05 1.303
+score BITCOIN_SPAM_07 2.888
+score BITCOIN_SPAM_08 2.402
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 0.059
-score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.924
+score BODY_EMPTY 0.060
+score BODY_URI_ONLY 1.000
+score BOGUS_MSM_HDRS 2.928
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
-score DEAR_BENEFICIARY 2.774
-score DKIMWL_BL 2.999
+score DEAR_BENEFICIARY 2.772
+score DKIMWL_BL 3.000
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DOS_OUTLOOK_TO_MX_IMAGE 2.889
-score DRUGS_ERECTILE_SHORT_SHORTNER 1.318
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DOS_OUTLOOK_TO_MX_IMAGE 2.899
+score DRUGS_ERECTILE_SHORT_SHORTNER 1.499
score DX_TEXT_03 1.599
-score EBAY_IMG_NOT_RCVD_EBAY 1.133
-score END_FUTURE_EMAILS 0.456
-score FAKE_REPLY_A1 2.899
-score FILL_THIS_FORM 0.046
-score FORGED_RELAY_MUA_TO_MX 3.135
-score FORGED_SPF_HELO 1.236
+score EBAY_IMG_NOT_RCVD_EBAY 0.986
+score END_FUTURE_EMAILS 0.891
+score FILL_THIS_FORM 0.001
+score FORGED_RELAY_MUA_TO_MX 3.145
+score FORGED_SPF_HELO 1.225
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.170
+score FORM_FRAUD_5 0.001 # force non-zero
+score FREEMAIL_FORGED_FROMDOMAIN 0.218
score FROMSPACE 0.001
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.563
+score FROM_ADDR_WS 0.561
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 # force non-zero
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
+score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 3.456
-score FROM_MISSP_EH_MATCH 1.227
-score FROM_MISSP_FREEMAIL 1.485
-score FROM_MISSP_MSFT 1.184
-score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_DYNIP 3.479
+score FROM_MISSP_EH_MATCH 1.230
+score FROM_MISSP_FREEMAIL 1.576
+score FROM_MISSP_MSFT 4.003
+score FROM_MISSP_REPLYTO 2.361
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_USER 2.583
-score FROM_MISSP_XPRIO 2.499
+score FROM_MISSP_USER 2.639
+score FROM_MISSP_XPRIO 2.500
score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.314
+score FROM_NTLD_REPLY_FREEMAIL 0.212
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 2.252
-score FSL_BULK_SIG 0.123
-score FSL_CTYPE_WIN1251 2.138
-score FSL_HELO_FAKE 0.651
-score FSL_NEW_HELO_USER 1.716
-score FSL_THIS_IS_ADV 2.076
-score FUZZY_CLICK_HERE 3.000
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_WORDY 2.272
+score FSL_BULK_SIG 0.122
+score FSL_CTYPE_WIN1251 0.398
+score FSL_HELO_FAKE 0.644
+score FSL_NEW_HELO_USER 1.999
+score FSL_THIS_IS_ADV 2.082
+score FUZZY_CLICK_HERE 2.999
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.371
-score GB_FREEMAIL_DISPTO 0.001
+score GB_BITCOIN_NH 1.313
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_GOOGLE_OBFU 0.749
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDRS_LCASE 0.100
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 0.434
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.001
-score HELO_NO_DOMAIN 0.161
-score HK_LOTTO 0.575
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.049
+score HELO_NO_DOMAIN 0.164
+score HK_LOTTO 0.760
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.564
-score HK_SCAM 1.680
-score HK_WIN 1.000
-score HOSTED_IMG_DIRECT_MX 1.627
-score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 2.421
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.045
-score HTML_TEXT_INVISIBLE_STYLE 2.457
+score HK_RCVD_IP_MULTICAST 1.567
+score HK_SCAM 1.876
+score HK_WIN 0.999
+score HOSTED_IMG_DIRECT_MX 2.528
+score HOSTED_IMG_FREEM 0.001 # force non-zero
+score HOSTED_IMG_MULTI 2.655
+score HTML_OFF_PAGE 2.579
+score HTML_SINGLET_MANY 1.041
+score HTML_TEXT_INVISIBLE_STYLE 2.462
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.001
+score KHOP_FAKE_EBAY 0.204
score KHOP_HELO_FCRDNS 0.399
-score LIST_PRTL_SAME_USER 0.001
+score LIST_PRTL_SAME_USER 0.557
score LONG_HEX_URI 1.618
-score LONG_IMG_URI 0.964
+score LONG_IMG_URI 0.966
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score MALFORMED_FREEMAIL 1.366
-score MALF_HTML_B64 1.549
-score MALWARE_NORDNS 1.676
-score MALWARE_PASSWORD 3.049
-score MANY_HDRS_LCASE 0.100
+score MALFORMED_FREEMAIL 1.368
+score MALF_HTML_B64 2.243
+score MALWARE_NORDNS 2.234
+score MALWARE_PASSWORD 3.499
+score MANY_HDRS_LCASE 0.099
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.227
+score MILLION_HUNDRED 2.162
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.499
+score MIXED_ES 2.399
score MONEY_ATM_CARD 2.699
-score MONEY_FORM 0.291
-score MONEY_FORM_SHORT 1.655
-score MONEY_FRAUD_3 1.275
+score MONEY_FORM 0.336
+score MONEY_FORM_SHORT 1.739
+score MONEY_FRAUD_3 1.330
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.991
+score MONEY_FRAUD_8 3.465
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 1.254
+score NORDNS_LOW_CONTRAST 1.250
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 2.378
-score NSL_RCVD_HELO_USER 1.160
-score NUMBERONLY_BITCOIN_EXP 0.598
-score OBFU_BITCOIN 2.999
-score ONLINE_MKTG_CNSLT 2.899
+score NSL_RCVD_FROM_USER 2.332
+score NSL_RCVD_HELO_USER 1.208
+score NUMBERONLY_BITCOIN_EXP 0.001
+score OBFU_BITCOIN 2.869
+score ONLINE_MKTG_CNSLT 2.800
score PDS_BTC_ID 0.499
score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_TNB_RUNON 1.714
+score PDS_DBL_URL_TNB_RUNON 1.972
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 1.900
-score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 1.829
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_HELO_SPF_FAIL 1.566
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
score PDS_NAKED_TO_NUMERO 1.999
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.500
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.426
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.427
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 3.055
+score PDS_TO_EQ_FROM_NAME 3.054
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.827
+score PP_MIME_FAKE_ASCII_TEXT 0.828
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score SEO_SUSP_NTLD 0.999
+score SEO_SUSP_NTLD 0.172
score SERGIO_SUBJECT_PORN014 3.299
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.936
-score SHORT_BODY_G_DRIVE_DYN 1.078
-score SHORT_IMG_SUSP_NTLD 1.287
+score SHORTENER_SHORT_IMG 1.505
+score SHORT_BODY_G_DRIVE_DYN 1.499
+score SHORT_IMG_SUSP_NTLD 0.220
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
-score STATIC_XPRIO_OLE 1.524
+score STATIC_XPRIO_OLE 1.220
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.509
-score TEQF_USR_MSGID_MALF 2.269
+score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_MANY 1.508
+score TEQF_USR_MSGID_MALF 1.323
score THIS_AD 1.799
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.499
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.451
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
-score TO_EQ_FM_DOM_HTML_IMG 0.404
-score TO_EQ_FM_DOM_HTML_ONLY 0.533
-score TO_EQ_FM_DOM_SPF_FAIL 0.473
-score TO_EQ_FM_HTML_ONLY 0.353
-score TO_EQ_FM_SPF_FAIL 1.357
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 1.468
-score TO_NO_BRKTS_DYNIP 3.166
+score TO_EQ_FM_DOM_HTML_IMG 0.084
+score TO_EQ_FM_DOM_HTML_ONLY 0.479
+score TO_EQ_FM_DOM_SPF_FAIL 1.167
+score TO_EQ_FM_HTML_ONLY 0.149
+score TO_EQ_FM_SPF_FAIL 0.418
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 1.466
+score TO_NO_BRKTS_DYNIP 3.169
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.835
+score TO_NO_BRKTS_HTML_IMG 0.836
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TVD_IP_HEX 0.698
-score TVD_IP_SING_HEX 2.604
-score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.500
+score TVD_IP_HEX 0.558
+score TVD_IP_SING_HEX 2.538
+score TVD_SPACE_ENCODED 0.001 # force non-zero
+score TVD_SPACE_RATIO_MINFP 2.499
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_DOM_NO_BODY 3.749
score UPGRADE_MAILBOX 1.799
score URI_GOOGLE_PROXY 2.299
-score URI_HEX_IP 1.640
-score URI_ONLY_MSGID_MALF 1.472
+score URI_HEX_IP 1.768
+score URI_ONLY_MSGID_MALF 0.688
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.709
-score URI_WP_HACKED 2.531
-score URI_WP_HACKED_2 2.500
-score US_DOLLARS_3 1.565
+score URI_TRY_3LD 0.693
+score URI_WP_HACKED 2.525
+score URI_WP_HACKED_2 2.499
+score US_DOLLARS_3 1.575
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.001
+score XPRIO_URL_SHORTNER 0.244
+score YOU_INHERIT 2.499
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -280,7 +280,6 @@ score MIME_NO_TEXT 1.0
score MONERO_EXTORT_01 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score PDS_DBL_URL_ILLEGAL_CHARS 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1869678&r1=1869677&r2=1869678&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Nov 12 05:38:51 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 621871 41.000% (99.594% of non-spam corpus)
-# Correctly spam: 717628 47.314% (80.421% of spam corpus)
-# False positives: 2535 0.167% (0.406% of nonspam, 102564 weighted)
-# False negatives: 174710 11.519% (19.579% of spam, 400902 weighted)
-# Average score for spam: 11.1 nonspam: 0.6
-# Average for false-pos: 5.7 false-neg: 2.3
-# TOTAL: 1516744 100.00%
+# Correctly non-spam: 622508 40.572% (99.652% of non-spam corpus)
+# Correctly spam: 733716 47.820% (80.659% of spam corpus)
+# False positives: 2173 0.142% (0.348% of nonspam, 91112 weighted)
+# False negatives: 175931 11.466% (19.341% of spam, 405120 weighted)
+# Average score for spam: 10.8 nonspam: 0.6
+# Average for false-pos: 5.8 false-neg: 2.3
+# TOTAL: 1534328 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77536 99.44%
-# Correctly spam: 89447 80.28%
-# False positives: 439 0.56%
-# False negatives: 21971 19.72%
-# TCR(l=50): 2.536782 SpamRecall: 80.281% SpamPrec: 99.512%
+# Correctly non-spam: 77738 99.65%
+# Correctly spam: 91448 80.55%
+# False positives: 271 0.35%
+# False negatives: 22085 19.45%
+# TCR(l=50): 3.185997 SpamRecall: 80.548% SpamPrec: 99.705%
##### 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: 609765 97.66%
-# Correctly spam: 376813 42.23%
-# False positives: 14641 2.34%
-# False negatives: 515525 57.77%
-# TCR(l=50): 0.715258 SpamRecall: 42.228% SpamPrec: 96.260%
+# Correctly non-spam: 610117 97.67%
+# Correctly spam: 379972 41.77%
+# False positives: 14564 2.33%
+# False negatives: 529675 58.23%
+# TCR(l=50): 0.723162 SpamRecall: 41.771% SpamPrec: 96.309%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 76201 97.72%
-# Correctly spam: 46983 42.17%
-# False positives: 1774 2.28%
-# False negatives: 64435 57.83%
-# TCR(l=50): 0.727580 SpamRecall: 42.168% SpamPrec: 96.362%
+# Correctly non-spam: 76123 97.58%
+# Correctly spam: 47334 41.69%
+# False positives: 1886 2.42%
+# False negatives: 66199 58.31%
+# TCR(l=50): 0.707375 SpamRecall: 41.692% SpamPrec: 96.168%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1869678&r1=1869677&r2=1869678&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Nov 12 05:38:51 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 640140 43.083% (99.878% of non-spam corpus)
-# Correctly spam: 783150 52.708% (92.690% of spam corpus)
-# False positives: 783 0.053% (0.122% of nonspam, 63441 weighted)
-# False negatives: 61759 4.157% (7.310% of spam, 112186 weighted)
+# Correctly non-spam: 640152 43.085% (99.880% of non-spam corpus)
+# Correctly spam: 783206 52.713% (92.702% of spam corpus)
+# False positives: 771 0.052% (0.120% of nonspam, 62634 weighted)
+# False negatives: 61655 4.150% (7.298% of spam, 111518 weighted)
# Average score for spam: 16.7 nonspam: -2.2
-# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 1485832 100.00%
+# Average for false-pos: 6.2 false-neg: 1.8
+# TOTAL: 1485784 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 79868 99.85%
-# Correctly spam: 97619 92.69%
-# False positives: 117 0.15%
-# False negatives: 7704 7.31%
-# TCR(l=50): 7.770621 SpamRecall: 92.685% SpamPrec: 99.880%
+# Correctly non-spam: 79869 99.85%
+# Correctly spam: 97598 92.67%
+# False positives: 116 0.15%
+# False negatives: 7718 7.33%
+# TCR(l=50): 7.790797 SpamRecall: 92.672% SpamPrec: 99.881%
##### 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: 638858 99.68%
-# Correctly spam: 569079 67.35%
+# Correctly spam: 569292 67.38%
# False positives: 2065 0.32%
-# False negatives: 275830 32.65%
-# TCR(l=50): 2.228841 SpamRecall: 67.354% SpamPrec: 99.638%
+# False negatives: 275569 32.62%
+# TCR(l=50): 2.230250 SpamRecall: 67.383% SpamPrec: 99.639%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 79720 99.67%
-# Correctly spam: 70846 67.27%
+# Correctly spam: 70737 67.17%
# False positives: 265 0.33%
-# False negatives: 34477 32.73%
-# TCR(l=50): 2.206780 SpamRecall: 67.265% SpamPrec: 99.627%
+# False negatives: 34579 32.83%
+# TCR(l=50): 2.201928 SpamRecall: 67.166% SpamPrec: 99.627%