Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1879679&r1=1879678&r2=1879679&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jul 9 04:41:11 2020
@@ -2,180 +2,182 @@
# ham-net-axb-coi-bulk.r1879496.log ham-net-axb-generic.r1879496.log ham-net-axb-ham-misc.r1879496.log ham-net-darxus.r1879496.log ham-net-giovanni-ham.r1879496.log ham-net-giovanni-spammy.r1879496.log ham-net-giovanni-spam.r1879496.log ham-net-grenier.r1879496.log ham-net-hege.r1879496.log ham-net-jarif.r1879496.log ham-net-jbrooks.r1879496.log ham-net-mmiroslaw-mails-ham.r1879496.log ham-net-mmiroslaw-mails-spam.r1879496.log ham-net-npiazzi.r1879496.log ham-net-pds.r1879496.log ham-net-sihde.r1879496.log ham-net-spamsponge.r1879496.log ham-net-thendrikx.r1879496.log spam-net-axb-coi-bulk.r1879496.log spam-net-axb-generic.r1879496.log spam-net-axb-ham-misc.r1879496.log spam-net-darxus.r1879496.log spam-net-giovanni-ham.r1879496.log spam-net-giovanni-spammy.r1879496.log spam-net-giovanni-spam.r1879496.log spam-net-grenier.r1879496.log spam-net-hege.r1879496.log spam-net-jarif.r1879496.log spam-net-jbrooks.r1879496.log spam-net-mmiroslaw-mails-ham.r1879496.log spam-net-mmiroslaw-mail
s-spam.r1879496.log spam-net-npiazzi.r1879496.log spam-net-pds.r1879496.log spam-net-sihde.r1879496.log spam-net-spamsponge.r1879496.log spam-net-thendrikx.r1879496.log
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.955
+score AC_DIV_BONANZA 0.001 # force non-zero
+score AC_FROM_MANY_DOTS 2.957
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_MONEY 0.491
-score ADVANCE_FEE_3_NEW 3.452
-score ADVANCE_FEE_3_NEW_MONEY 1.509
-score ADVANCE_FEE_4_NEW 2.093
-score ADVANCE_FEE_4_NEW_MONEY 2.399
-score ADVANCE_FEE_5_NEW 2.483
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.538
-score AD_PREFS 0.500
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score ADVANCE_FEE_2_NEW_MONEY 1.396
+score ADVANCE_FEE_3_NEW 3.467
+score ADVANCE_FEE_3_NEW_MONEY 2.499
+score ADVANCE_FEE_4_NEW 0.561
+score ADVANCE_FEE_4_NEW_MONEY 2.400
+score ADVANCE_FEE_5_NEW 2.397
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.295
+score AD_PREFS 0.499
+score AMAZON_IMG_NOT_RCVD_AMZN 0.842
score AXB_XMAILER_MIMEOLE_OL_024C2 4.199
-score BITCOIN_EXTORT_01 4.999
-score BITCOIN_PAY_ME 3.000
-score BITCOIN_SPAM_02 2.450
-score BITCOIN_SPAM_03 1.651
-score BODY_SINGLE_URI 2.135
+score BITCOIN_EXTORT_01 4.804
+score BITCOIN_PAY_ME 2.999
+score BITCOIN_SPAM_02 2.041
+score BITCOIN_SPAM_03 2.387
+score BITCOIN_SPAM_05 1.366
+score BODY_SINGLE_URI 2.134
score BODY_SINGLE_WORD 0.001
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 CTYPE_NULL 2.600
-score DEAR_BENEFICIARY 2.599
-score DKIMWL_BL 2.015
+score CK_HELO_GENERIC 0.249
+score CTE_8BIT_MISMATCH 0.837
+score CTYPE_NULL 2.599
+score DEAR_BENEFICIARY 2.699
+score DKIMWL_BL 2.011
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.514
-score FORGED_SPF_HELO 1.085
-score FORM_FRAUD_5 1.130
-score FOUND_YOU 3.249
+score FORGED_RELAY_MUA_TO_MX 3.574
+score FORGED_SPF_HELO 1.026
+score FORM_FRAUD_5 0.218
+score FOUND_YOU 3.250
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_2_EMAILS_SHORT 1.074
-score FROM_ADDR_WS 0.001 # force non-zero
+score FROM_2_EMAILS_SHORT 0.001
+score FROM_ADDR_WS 0.001
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_MISSPACED 1.599
-score FROM_MISSP_DYNIP 2.233
-score FROM_MISSP_EH_MATCH 1.439
-score FROM_MISSP_FREEMAIL 1.904
-score FROM_MISSP_MSFT 0.718
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_MISSPACED 1.757
+score FROM_MISSP_DYNIP 2.279
+score FROM_MISSP_EH_MATCH 0.285
+score FROM_MISSP_FREEMAIL 1.903
+score FROM_MISSP_MSFT 3.489
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 0.576
-score FROM_MISSP_USER 1.547
-score FROM_MISSP_XPRIO 2.113
-score FROM_PAYPAL_SPOOF 0.680
-score FROM_SUSPICIOUS_NTLD 0.500
-score FSL_BULK_SIG 0.812
-score FSL_CTYPE_WIN1251 1.819
-score FSL_NEW_HELO_USER 1.422
-score FSL_THIS_IS_ADV 3.299
+score FROM_MISSP_TO_UNDISC 0.674
+score FROM_MISSP_USER 1.875
+score FROM_MISSP_XPRIO 2.446
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.499
+score FSL_BULK_SIG 0.964
+score FSL_CTYPE_WIN1251 1.866
+score FSL_NEW_HELO_USER 1.710
+score FSL_THIS_IS_ADV 3.225
score FUZZY_BITCOIN 2.399
-score FUZZY_SECURITY 1.350
+score FUZZY_SECURITY 0.322
score FUZZY_WALLET 2.499
-score GB_BITCOIN_CP 2.606
-score GB_FREEMAIL_DISPTO 0.500
+score GB_BITCOIN_CP 2.004
+score GB_FREEMAIL_DISPTO 0.499
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GB_GOOGLE_OBFUS 0.749
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.020
+score GOOG_REDIR_NORDNS 2.019
score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
+score HDR_ORDER_FTSDMCXX_NORDNS 3.008
score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 0.001
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_FM_MR_MRS 0.001 # force non-zero
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.999
-score HOSTED_IMG_FREEM 0.441
-score HOSTED_IMG_MULTI 2.826
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 2.000
+score HOSTED_IMG_FREEM 0.621
+score HOSTED_IMG_MULTI 2.417
score HTML_FONT_TINY_NORDNS 1.499
score HTML_SINGLET_MANY 0.001
-score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.223
-score IMG_ONLY_FM_DOM_INFO 2.500
+score HTML_TEXT_INVISIBLE_FONT 2.956
+score HTML_TEXT_INVISIBLE_STYLE 1.131
+score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.083
+score KHOP_FAKE_EBAY 0.913
score KHOP_HELO_FCRDNS 0.400
-score LIST_PRTL_SAME_USER 1.944
-score LONG_HEX_URI 0.831
-score LONG_IMG_URI 0.709
+score LIST_PRTL_SAME_USER 2.726
+score LONG_HEX_URI 0.827
+score LONG_IMG_URI 0.713
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.138
-score MALF_HTML_B64 1.327
-score MANY_SPAN_IN_TEXT 2.714
-score MAY_BE_FORGED 0.001 # force non-zero
-score MILLION_HUNDRED 2.586
-score MIMEOLE_DIRECT_TO_MX 0.838
-score MIXED_ES 0.001
-score MONEY_FORM_SHORT 1.161
-score MONEY_FRAUD_3 0.530
-score MONEY_FRAUD_5 1.103
+score MALFORMED_FREEMAIL 0.954
+score MALF_HTML_B64 1.865
+score MANY_SPAN_IN_TEXT 2.799
+score MAY_BE_FORGED 0.001
+score MILLION_HUNDRED 0.255
+score MIMEOLE_DIRECT_TO_MX 1.131
+score MIXED_ES 0.001 # force non-zero
+score MONEY_FORM_SHORT 1.096
+score MONEY_FRAUD_3 0.156
+score MONEY_FRAUD_5 1.175
score MONEY_FRAUD_8 2.699
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 1.327
+score MSM_PRIO_REPTO 1.907
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 0.779
-score NSL_RCVD_FROM_USER 0.163
-score NSL_RCVD_HELO_USER 1.992
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 2.820
+score NSL_RCVD_HELO_USER 1.407
+score OBFU_BITCOIN 1.693
score OBFU_TEXT_ATTACH 1.599
score PDS_BTC_MSGID 0.999
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.500
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 0.900
+score PDS_FROM_2_EMAILS 0.899
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.499
-score PDS_TINYSUBJ_URISHRT 0.001
+score PDS_SHORTFWD_URISHRT 1.500
+score PDS_TINYSUBJ_URISHRT 1.014
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.661
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.845
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
-score PHP_ORIG_SCRIPT 2.488
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PHP_ORIG_SCRIPT 2.492
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.501
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_ATCHNX 1.541
-score RDNS_NUM_TLD_XM 0.001
-score RISK_FREE 0.464
-score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORT_SHORTNER 2.000
-score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.765
+score RATWARE_NO_RDNS 1.272
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_ATCHNX 1.436
+score RDNS_NUM_TLD_XM 0.001 # force non-zero
+score RISK_FREE 0.646
+score SERGIO_SUBJECT_VIAGRA01 3.993
+score SHORT_SHORTNER 0.874
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SPOOFED_FREEMAIL 1.753
score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 1.077
+score SPOOFED_FREEM_REPTO 1.285
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.402
+score SUBJ_OBFU_PUNCT_FEW 0.248
score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUBJ_UNNEEDED_HTML 1.084
-score THIS_AD 1.332
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.024
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.999
+score SUBJ_UNNEEDED_HTML 0.001
+score THIS_AD 1.699
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.126
+score TO_EQ_FM_DOM_HTML_IMG 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_ONLY 0.899
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.676
+score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.242
+score TO_NAME_SUBJ_NO_RDNS 2.230
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.161
+score TO_NO_BRKTS_HTML_IMG 1.168
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.450
+score TO_NO_BRKTS_NORDNS_HTML 1.449
score TO_NO_BRKTS_PCNT 2.499
-score TVD_PH_BODY_ACCOUNTS_POST 0.259
-score TVD_PH_BODY_META_ALL 0.876
+score TVD_PH_BODY_ACCOUNTS_POST 0.266
+score TVD_PH_BODY_META_ALL 0.872
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.810
-score UPGRADE_MAILBOX 1.399
-score URI_DQ_UNSUB 2.400
-score URI_GOOGLE_PROXY 2.300
-score URI_IMG_WP_REDIR 3.000
-score URI_ONLY_MSGID_MALF 1.190
-score URI_PHP_REDIR 3.500
-score URI_TRY_3LD 0.041
-score URI_WP_DIRINDEX 3.430
+score TVD_SPACE_RATIO_MINFP 1.657
+score UPGRADE_MAILBOX 0.001
+score URI_DQ_UNSUB 2.499
+score URI_GOOGLE_PROXY 2.399
+score URI_IMG_WP_REDIR 2.999
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 0.270
+score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.830
-score XPRIO 0.315
+score URI_WP_HACKED_2 1.842
+score XPRIO 0.308
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -197,7 +199,6 @@ score BITCOIN_EXTORT_02 1.0
score BITCOIN_MALWARE 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
-score BITCOIN_SPAM_05 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_07 1.000
score BITCOIN_SPAM_08 1.000
@@ -272,7 +273,6 @@ score MIME_NO_TEXT 1.0
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score OBFU_BITCOIN 1.000
score PDS_HELO_SPF_FAIL 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1879679&r1=1879678&r2=1879679&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jul 9 04:41:11 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 898242 62.466% (99.795% of non-spam corpus)
-# Correctly spam: 463023 32.200% (86.082% of spam corpus)
-# False positives: 1849 0.129% (0.205% of nonspam, 34419 weighted)
-# False negatives: 74862 5.206% (13.918% of spam, 155664 weighted)
-# Average score for spam: 9.1 nonspam: 0.5
-# Average for false-pos: 6.2 false-neg: 2.1
-# TOTAL: 1437976 100.00%
+# Correctly non-spam: 916331 61.123% (99.777% of non-spam corpus)
+# Correctly spam: 498092 33.225% (85.764% of spam corpus)
+# False positives: 2045 0.136% (0.223% of nonspam, 40525 weighted)
+# False negatives: 82680 5.515% (14.236% of spam, 191462 weighted)
+# Average score for spam: 9.0 nonspam: 0.3
+# Average for false-pos: 6.3 false-neg: 2.3
+# TOTAL: 1499148 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112102 99.76%
-# Correctly spam: 57874 86.14%
-# False positives: 272 0.24%
-# False negatives: 9311 13.86%
-# TCR(l=50): 2.932434 SpamRecall: 86.141% SpamPrec: 99.532%
+# Correctly non-spam: 114251 99.71%
+# Correctly spam: 62977 86.92%
+# False positives: 330 0.29%
+# False negatives: 9479 13.08%
+# TCR(l=50): 2.789022 SpamRecall: 86.918% SpamPrec: 99.479%
##### 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: 890954 98.98%
-# Correctly spam: 394560 73.35%
-# False positives: 9137 1.02%
-# False negatives: 143325 26.65%
-# TCR(l=50): 0.896214 SpamRecall: 73.354% SpamPrec: 97.737%
+# Correctly non-spam: 908968 98.98%
+# Correctly spam: 418764 72.10%
+# False positives: 9408 1.02%
+# False negatives: 162008 27.90%
+# TCR(l=50): 0.918350 SpamRecall: 72.105% SpamPrec: 97.803%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 111171 98.93%
-# Correctly spam: 49399 73.53%
-# False positives: 1203 1.07%
-# False negatives: 17786 26.47%
-# TCR(l=50): 0.862053 SpamRecall: 73.527% SpamPrec: 97.623%
+# Correctly non-spam: 113372 98.94%
+# Correctly spam: 52238 72.10%
+# False positives: 1209 1.06%
+# False negatives: 20218 27.90%
+# TCR(l=50): 0.898200 SpamRecall: 72.096% SpamPrec: 97.738%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1879679&r1=1879678&r2=1879679&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jul 9 04:41:11 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 303467 38.099% (99.840% of non-spam corpus)
-# Correctly spam: 452823 56.850% (91.932% of spam corpus)
-# False positives: 485 0.061% (0.160% of nonspam, 48026 weighted)
-# False negatives: 39741 4.989% (8.068% of spam, 74375 weighted)
-# Average score for spam: 18.3 nonspam: -2.6
+# Correctly non-spam: 303472 38.102% (99.844% of non-spam corpus)
+# Correctly spam: 452788 56.849% (91.931% of spam corpus)
+# False positives: 475 0.060% (0.156% of nonspam, 47254 weighted)
+# False negatives: 39744 4.990% (8.069% of spam, 74336 weighted)
+# Average score for spam: 19.8 nonspam: -2.7
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 796516 100.00%
+# TOTAL: 796479 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37875 99.83%
-# Correctly spam: 56470 91.82%
-# False positives: 65 0.17%
-# False negatives: 5033 8.18%
-# TCR(l=50): 7.425208 SpamRecall: 91.817% SpamPrec: 99.885%
+# Correctly non-spam: 37879 99.84%
+# Correctly spam: 56412 91.73%
+# False positives: 60 0.16%
+# False negatives: 5088 8.27%
+# TCR(l=50): 7.603858 SpamRecall: 91.727% SpamPrec: 99.894%
##### 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: 301725 99.27%
-# Correctly spam: 390940 79.37%
-# False positives: 2227 0.73%
-# False negatives: 101624 20.63%
-# TCR(l=50): 2.312789 SpamRecall: 79.368% SpamPrec: 99.434%
+# Correctly non-spam: 301702 99.26%
+# Correctly spam: 391060 79.40%
+# False positives: 2245 0.74%
+# False negatives: 101472 20.60%
+# TCR(l=50): 2.304545 SpamRecall: 79.398% SpamPrec: 99.429%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37649 99.23%
-# Correctly spam: 48756 79.27%
-# False positives: 291 0.77%
-# False negatives: 12747 20.73%
-# TCR(l=50): 2.253105 SpamRecall: 79.274% SpamPrec: 99.407%
+# Correctly non-spam: 37647 99.23%
+# Correctly spam: 48667 79.13%
+# False positives: 292 0.77%
+# False negatives: 12833 20.87%
+# TCR(l=50): 2.241826 SpamRecall: 79.133% SpamPrec: 99.404%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1879679&r1=1879678&r2=1879679&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jul 9 04:41:11 2020
@@ -2,180 +2,182 @@
# ham-net-axb-coi-bulk.r1879496.log ham-net-axb-generic.r1879496.log ham-net-axb-ham-misc.r1879496.log ham-net-darxus.r1879496.log ham-net-giovanni-ham.r1879496.log ham-net-giovanni-spammy.r1879496.log ham-net-giovanni-spam.r1879496.log ham-net-grenier.r1879496.log ham-net-hege.r1879496.log ham-net-jarif.r1879496.log ham-net-jbrooks.r1879496.log ham-net-mmiroslaw-mails-ham.r1879496.log ham-net-mmiroslaw-mails-spam.r1879496.log ham-net-npiazzi.r1879496.log ham-net-pds.r1879496.log ham-net-sihde.r1879496.log ham-net-spamsponge.r1879496.log ham-net-thendrikx.r1879496.log spam-net-axb-coi-bulk.r1879496.log spam-net-axb-generic.r1879496.log spam-net-axb-ham-misc.r1879496.log spam-net-darxus.r1879496.log spam-net-giovanni-ham.r1879496.log spam-net-giovanni-spammy.r1879496.log spam-net-giovanni-spam.r1879496.log spam-net-grenier.r1879496.log spam-net-hege.r1879496.log spam-net-jarif.r1879496.log spam-net-jbrooks.r1879496.log spam-net-mmiroslaw-mails-ham.r1879496.log spam-net-mmiroslaw-mail
s-spam.r1879496.log spam-net-npiazzi.r1879496.log spam-net-pds.r1879496.log spam-net-sihde.r1879496.log spam-net-spamsponge.r1879496.log spam-net-thendrikx.r1879496.log
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.955
+score AC_DIV_BONANZA 0.001 # force non-zero
+score AC_FROM_MANY_DOTS 2.957
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_MONEY 0.491
-score ADVANCE_FEE_3_NEW 3.452
-score ADVANCE_FEE_3_NEW_MONEY 1.509
-score ADVANCE_FEE_4_NEW 2.093
-score ADVANCE_FEE_4_NEW_MONEY 2.399
-score ADVANCE_FEE_5_NEW 2.483
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.538
-score AD_PREFS 0.500
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score ADVANCE_FEE_2_NEW_MONEY 1.396
+score ADVANCE_FEE_3_NEW 3.467
+score ADVANCE_FEE_3_NEW_MONEY 2.499
+score ADVANCE_FEE_4_NEW 0.561
+score ADVANCE_FEE_4_NEW_MONEY 2.400
+score ADVANCE_FEE_5_NEW 2.397
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.295
+score AD_PREFS 0.499
+score AMAZON_IMG_NOT_RCVD_AMZN 0.842
score AXB_XMAILER_MIMEOLE_OL_024C2 4.199
-score BITCOIN_EXTORT_01 4.999
-score BITCOIN_PAY_ME 3.000
-score BITCOIN_SPAM_02 2.450
-score BITCOIN_SPAM_03 1.651
-score BODY_SINGLE_URI 2.135
+score BITCOIN_EXTORT_01 4.804
+score BITCOIN_PAY_ME 2.999
+score BITCOIN_SPAM_02 2.041
+score BITCOIN_SPAM_03 2.387
+score BITCOIN_SPAM_05 1.366
+score BODY_SINGLE_URI 2.134
score BODY_SINGLE_WORD 0.001
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 CTYPE_NULL 2.600
-score DEAR_BENEFICIARY 2.599
-score DKIMWL_BL 2.015
+score CK_HELO_GENERIC 0.249
+score CTE_8BIT_MISMATCH 0.837
+score CTYPE_NULL 2.599
+score DEAR_BENEFICIARY 2.699
+score DKIMWL_BL 2.011
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.514
-score FORGED_SPF_HELO 1.085
-score FORM_FRAUD_5 1.130
-score FOUND_YOU 3.249
+score FORGED_RELAY_MUA_TO_MX 3.574
+score FORGED_SPF_HELO 1.026
+score FORM_FRAUD_5 0.218
+score FOUND_YOU 3.250
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_2_EMAILS_SHORT 1.074
-score FROM_ADDR_WS 0.001 # force non-zero
+score FROM_2_EMAILS_SHORT 0.001
+score FROM_ADDR_WS 0.001
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_MISSPACED 1.599
-score FROM_MISSP_DYNIP 2.233
-score FROM_MISSP_EH_MATCH 1.439
-score FROM_MISSP_FREEMAIL 1.904
-score FROM_MISSP_MSFT 0.718
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_MISSPACED 1.757
+score FROM_MISSP_DYNIP 2.279
+score FROM_MISSP_EH_MATCH 0.285
+score FROM_MISSP_FREEMAIL 1.903
+score FROM_MISSP_MSFT 3.489
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 0.576
-score FROM_MISSP_USER 1.547
-score FROM_MISSP_XPRIO 2.113
-score FROM_PAYPAL_SPOOF 0.680
-score FROM_SUSPICIOUS_NTLD 0.500
-score FSL_BULK_SIG 0.812
-score FSL_CTYPE_WIN1251 1.819
-score FSL_NEW_HELO_USER 1.422
-score FSL_THIS_IS_ADV 3.299
+score FROM_MISSP_TO_UNDISC 0.674
+score FROM_MISSP_USER 1.875
+score FROM_MISSP_XPRIO 2.446
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.499
+score FSL_BULK_SIG 0.964
+score FSL_CTYPE_WIN1251 1.866
+score FSL_NEW_HELO_USER 1.710
+score FSL_THIS_IS_ADV 3.225
score FUZZY_BITCOIN 2.399
-score FUZZY_SECURITY 1.350
+score FUZZY_SECURITY 0.322
score FUZZY_WALLET 2.499
-score GB_BITCOIN_CP 2.606
-score GB_FREEMAIL_DISPTO 0.500
+score GB_BITCOIN_CP 2.004
+score GB_FREEMAIL_DISPTO 0.499
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GB_GOOGLE_OBFUS 0.749
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.020
+score GOOG_REDIR_NORDNS 2.019
score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
+score HDR_ORDER_FTSDMCXX_NORDNS 3.008
score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 0.001
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_FM_MR_MRS 0.001 # force non-zero
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.999
-score HOSTED_IMG_FREEM 0.441
-score HOSTED_IMG_MULTI 2.826
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 2.000
+score HOSTED_IMG_FREEM 0.621
+score HOSTED_IMG_MULTI 2.417
score HTML_FONT_TINY_NORDNS 1.499
score HTML_SINGLET_MANY 0.001
-score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.223
-score IMG_ONLY_FM_DOM_INFO 2.500
+score HTML_TEXT_INVISIBLE_FONT 2.956
+score HTML_TEXT_INVISIBLE_STYLE 1.131
+score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.083
+score KHOP_FAKE_EBAY 0.913
score KHOP_HELO_FCRDNS 0.400
-score LIST_PRTL_SAME_USER 1.944
-score LONG_HEX_URI 0.831
-score LONG_IMG_URI 0.709
+score LIST_PRTL_SAME_USER 2.726
+score LONG_HEX_URI 0.827
+score LONG_IMG_URI 0.713
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.138
-score MALF_HTML_B64 1.327
-score MANY_SPAN_IN_TEXT 2.714
-score MAY_BE_FORGED 0.001 # force non-zero
-score MILLION_HUNDRED 2.586
-score MIMEOLE_DIRECT_TO_MX 0.838
-score MIXED_ES 0.001
-score MONEY_FORM_SHORT 1.161
-score MONEY_FRAUD_3 0.530
-score MONEY_FRAUD_5 1.103
+score MALFORMED_FREEMAIL 0.954
+score MALF_HTML_B64 1.865
+score MANY_SPAN_IN_TEXT 2.799
+score MAY_BE_FORGED 0.001
+score MILLION_HUNDRED 0.255
+score MIMEOLE_DIRECT_TO_MX 1.131
+score MIXED_ES 0.001 # force non-zero
+score MONEY_FORM_SHORT 1.096
+score MONEY_FRAUD_3 0.156
+score MONEY_FRAUD_5 1.175
score MONEY_FRAUD_8 2.699
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 1.327
+score MSM_PRIO_REPTO 1.907
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 0.779
-score NSL_RCVD_FROM_USER 0.163
-score NSL_RCVD_HELO_USER 1.992
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 2.820
+score NSL_RCVD_HELO_USER 1.407
+score OBFU_BITCOIN 1.693
score OBFU_TEXT_ATTACH 1.599
score PDS_BTC_MSGID 0.999
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.500
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 0.900
+score PDS_FROM_2_EMAILS 0.899
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.499
-score PDS_TINYSUBJ_URISHRT 0.001
+score PDS_SHORTFWD_URISHRT 1.500
+score PDS_TINYSUBJ_URISHRT 1.014
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.661
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.845
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
-score PHP_ORIG_SCRIPT 2.488
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PHP_ORIG_SCRIPT 2.492
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.501
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_ATCHNX 1.541
-score RDNS_NUM_TLD_XM 0.001
-score RISK_FREE 0.464
-score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORT_SHORTNER 2.000
-score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.765
+score RATWARE_NO_RDNS 1.272
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_ATCHNX 1.436
+score RDNS_NUM_TLD_XM 0.001 # force non-zero
+score RISK_FREE 0.646
+score SERGIO_SUBJECT_VIAGRA01 3.993
+score SHORT_SHORTNER 0.874
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SPOOFED_FREEMAIL 1.753
score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 1.077
+score SPOOFED_FREEM_REPTO 1.285
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.402
+score SUBJ_OBFU_PUNCT_FEW 0.248
score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUBJ_UNNEEDED_HTML 1.084
-score THIS_AD 1.332
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.024
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.999
+score SUBJ_UNNEEDED_HTML 0.001
+score THIS_AD 1.699
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.126
+score TO_EQ_FM_DOM_HTML_IMG 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_ONLY 0.899
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.676
+score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.242
+score TO_NAME_SUBJ_NO_RDNS 2.230
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.161
+score TO_NO_BRKTS_HTML_IMG 1.168
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.450
+score TO_NO_BRKTS_NORDNS_HTML 1.449
score TO_NO_BRKTS_PCNT 2.499
-score TVD_PH_BODY_ACCOUNTS_POST 0.259
-score TVD_PH_BODY_META_ALL 0.876
+score TVD_PH_BODY_ACCOUNTS_POST 0.266
+score TVD_PH_BODY_META_ALL 0.872
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.810
-score UPGRADE_MAILBOX 1.399
-score URI_DQ_UNSUB 2.400
-score URI_GOOGLE_PROXY 2.300
-score URI_IMG_WP_REDIR 3.000
-score URI_ONLY_MSGID_MALF 1.190
-score URI_PHP_REDIR 3.500
-score URI_TRY_3LD 0.041
-score URI_WP_DIRINDEX 3.430
+score TVD_SPACE_RATIO_MINFP 1.657
+score UPGRADE_MAILBOX 0.001
+score URI_DQ_UNSUB 2.499
+score URI_GOOGLE_PROXY 2.399
+score URI_IMG_WP_REDIR 2.999
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 0.270
+score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.830
-score XPRIO 0.315
+score URI_WP_HACKED_2 1.842
+score XPRIO 0.308
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -197,7 +199,6 @@ score BITCOIN_EXTORT_02 1.0
score BITCOIN_MALWARE 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
-score BITCOIN_SPAM_05 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_07 1.000
score BITCOIN_SPAM_08 1.000
@@ -272,7 +273,6 @@ score MIME_NO_TEXT 1.0
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score OBFU_BITCOIN 1.000
score PDS_HELO_SPF_FAIL 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1879679&r1=1879678&r2=1879679&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jul 9 04:41:11 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 898242 62.466% (99.795% of non-spam corpus)
-# Correctly spam: 463023 32.200% (86.082% of spam corpus)
-# False positives: 1849 0.129% (0.205% of nonspam, 34419 weighted)
-# False negatives: 74862 5.206% (13.918% of spam, 155664 weighted)
-# Average score for spam: 9.1 nonspam: 0.5
-# Average for false-pos: 6.2 false-neg: 2.1
-# TOTAL: 1437976 100.00%
+# Correctly non-spam: 916331 61.123% (99.777% of non-spam corpus)
+# Correctly spam: 498092 33.225% (85.764% of spam corpus)
+# False positives: 2045 0.136% (0.223% of nonspam, 40525 weighted)
+# False negatives: 82680 5.515% (14.236% of spam, 191462 weighted)
+# Average score for spam: 9.0 nonspam: 0.3
+# Average for false-pos: 6.3 false-neg: 2.3
+# TOTAL: 1499148 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112102 99.76%
-# Correctly spam: 57874 86.14%
-# False positives: 272 0.24%
-# False negatives: 9311 13.86%
-# TCR(l=50): 2.932434 SpamRecall: 86.141% SpamPrec: 99.532%
+# Correctly non-spam: 114251 99.71%
+# Correctly spam: 62977 86.92%
+# False positives: 330 0.29%
+# False negatives: 9479 13.08%
+# TCR(l=50): 2.789022 SpamRecall: 86.918% SpamPrec: 99.479%
##### 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: 890954 98.98%
-# Correctly spam: 394560 73.35%
-# False positives: 9137 1.02%
-# False negatives: 143325 26.65%
-# TCR(l=50): 0.896214 SpamRecall: 73.354% SpamPrec: 97.737%
+# Correctly non-spam: 908968 98.98%
+# Correctly spam: 418764 72.10%
+# False positives: 9408 1.02%
+# False negatives: 162008 27.90%
+# TCR(l=50): 0.918350 SpamRecall: 72.105% SpamPrec: 97.803%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 111171 98.93%
-# Correctly spam: 49399 73.53%
-# False positives: 1203 1.07%
-# False negatives: 17786 26.47%
-# TCR(l=50): 0.862053 SpamRecall: 73.527% SpamPrec: 97.623%
+# Correctly non-spam: 113372 98.94%
+# Correctly spam: 52238 72.10%
+# False positives: 1209 1.06%
+# False negatives: 20218 27.90%
+# TCR(l=50): 0.898200 SpamRecall: 72.096% SpamPrec: 97.738%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1879679&r1=1879678&r2=1879679&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jul 9 04:41:11 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 303467 38.099% (99.840% of non-spam corpus)
-# Correctly spam: 452823 56.850% (91.932% of spam corpus)
-# False positives: 485 0.061% (0.160% of nonspam, 48026 weighted)
-# False negatives: 39741 4.989% (8.068% of spam, 74375 weighted)
-# Average score for spam: 18.3 nonspam: -2.6
+# Correctly non-spam: 303472 38.102% (99.844% of non-spam corpus)
+# Correctly spam: 452788 56.849% (91.931% of spam corpus)
+# False positives: 475 0.060% (0.156% of nonspam, 47254 weighted)
+# False negatives: 39744 4.990% (8.069% of spam, 74336 weighted)
+# Average score for spam: 19.8 nonspam: -2.7
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 796516 100.00%
+# TOTAL: 796479 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37875 99.83%
-# Correctly spam: 56470 91.82%
-# False positives: 65 0.17%
-# False negatives: 5033 8.18%
-# TCR(l=50): 7.425208 SpamRecall: 91.817% SpamPrec: 99.885%
+# Correctly non-spam: 37879 99.84%
+# Correctly spam: 56412 91.73%
+# False positives: 60 0.16%
+# False negatives: 5088 8.27%
+# TCR(l=50): 7.603858 SpamRecall: 91.727% SpamPrec: 99.894%
##### 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: 301725 99.27%
-# Correctly spam: 390940 79.37%
-# False positives: 2227 0.73%
-# False negatives: 101624 20.63%
-# TCR(l=50): 2.312789 SpamRecall: 79.368% SpamPrec: 99.434%
+# Correctly non-spam: 301702 99.26%
+# Correctly spam: 391060 79.40%
+# False positives: 2245 0.74%
+# False negatives: 101472 20.60%
+# TCR(l=50): 2.304545 SpamRecall: 79.398% SpamPrec: 99.429%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37649 99.23%
-# Correctly spam: 48756 79.27%
-# False positives: 291 0.77%
-# False negatives: 12747 20.73%
-# TCR(l=50): 2.253105 SpamRecall: 79.274% SpamPrec: 99.407%
+# Correctly non-spam: 37647 99.23%
+# Correctly spam: 48667 79.13%
+# False positives: 292 0.77%
+# False negatives: 12833 20.87%
+# TCR(l=50): 2.241826 SpamRecall: 79.133% SpamPrec: 99.404%