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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/12/17 05:05:10 UTC
svn commit: r1871688 [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=1871688&r1=1871687&r2=1871688&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Dec 17 05:05:10 2019
@@ -5,196 +5,199 @@ 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 1.168
-score ADVANCE_FEE_2_NEW_MONEY 2.000
-score ADVANCE_FEE_3_NEW 3.466
-score ADVANCE_FEE_3_NEW_MONEY 2.216
-score ADVANCE_FEE_4_NEW 2.154
-score ADVANCE_FEE_4_NEW_MONEY 2.599
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.020
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.284
+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_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 ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.799
-score BITCOIN_DEADLINE 2.318
-score BITCOIN_EXTORT_01 2.434
-score BITCOIN_MALWARE 1.194
-score BITCOIN_SPAM_02 0.737
-score BITCOIN_SPAM_07 2.735
-score BITCOIN_SPAM_08 1.089
+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 BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 0.622
-score BODY_SINGLE_WORD 1.693
+score BODY_SINGLE_URI 0.927
+score BODY_SINGLE_WORD 1.389
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.975
+score BOGUS_MSM_HDRS 2.847
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score DEAR_BENEFICIARY 2.799
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.059
-score DX_TEXT_03 2.799
-score EBAY_IMG_NOT_RCVD_EBAY 0.064
-score END_FUTURE_EMAILS 1.051
-score FILL_THIS_FORM 0.030
-score FORGED_RELAY_MUA_TO_MX 3.624
-score FORGED_SPF_HELO 1.455
+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 FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 0.977
-score FROM_2_EMAILS_SHORT 1.775
-score FROM_ADDR_WS 0.366
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
+score FROM_2_EMAILS_SHORT 1.999
+score FROM_ADDR_WS 0.262
+score FROM_FMBLA_NEWDOM 1.500
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
-score FROM_MISSPACED 0.353
+score FROM_MISSPACED 0.196
score FROM_MISSP_DYNIP 3.799
-score FROM_MISSP_EH_MATCH 1.368
-score FROM_MISSP_FREEMAIL 2.276
-score FROM_MISSP_MSFT 1.459
-score FROM_MISSP_REPLYTO 1.631
+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_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 2.227
-score FROM_MISSP_USER 0.872
+score FROM_MISSP_TO_UNDISC 1.460
+score FROM_MISSP_USER 0.105
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_LINKBAIT 1.080
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_NTLD_LINKBAIT 1.703
+score FROM_NTLD_REPLY_FREEMAIL 1.115
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.110
-score FSL_CTYPE_WIN1251 2.462
-score FSL_HELO_FAKE 1.785
+score FSL_BULK_SIG 0.118
+score FSL_CTYPE_WIN1251 2.676
+score FSL_HELO_FAKE 1.786
score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 0.666
-score FUZZY_CLICK_HERE 2.355
-score GB_BITCOIN_CP 1.950
-score GB_BITCOIN_NH 2.070
+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 GB_FREEMAIL_DISPTO 0.499
score GB_GOOGLE_OBFUR 0.749
score GB_GOOGLE_OBFUS 0.749
-score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.166
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.165
score HELO_NO_DOMAIN 0.905
-score HK_NAME_MR_MRS 1.000
+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 0.488
+score HK_RCVD_IP_MULTICAST 0.486
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.644
+score HOSTED_IMG_DIRECT_MX 3.145
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 2.979
-score HTML_OFF_PAGE 2.099
-score HTML_SINGLET_MANY 2.297
-score HTML_TEXT_INVISIBLE_STYLE 1.977
+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 IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 2.897
-score KHOP_FAKE_EBAY 0.988
-score KHOP_HELO_FCRDNS 0.400
+score KB_FORGED_MOZ4 2.704
+score KHOP_FAKE_EBAY 0.444
+score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.469
+score LIST_PRTL_SAME_USER 0.217
score LITECOIN_EXTORT_01 0.001
-score LONG_HEX_URI 2.046
+score LONG_HEX_URI 2.048
score LONG_IMG_URI 1.042
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.572
-score MALF_HTML_B64 2.366
-score MALWARE_NORDNS 1.072
-score MALWARE_PASSWORD 3.206
+score MALFORMED_FREEMAIL 1.527
+score MALF_HTML_B64 0.611
+score MALWARE_NORDNS 0.502
+score MALWARE_PASSWORD 3.147
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 0.307
-score MONEY_FORM_SHORT 2.420
-score MONEY_FRAUD_3 0.921
-score MONEY_FRAUD_5 0.991
-score MONEY_FRAUD_8 2.786
-score MONEY_FROM_41 2.000
+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_FRAUD_8 2.999
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 1.926
-score NORDNS_LOW_CONTRAST 1.743
-score NO_FM_NAME_IP_HOSTN 0.186
-score NSL_RCVD_FROM_USER 0.278
-score NSL_RCVD_HELO_USER 1.574
-score NUMBEREND_LINKBAIT 0.811
-score NUMBERONLY_BITCOIN_EXP 0.001
+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 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 1.594
-score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_FROM_2_EMAILS 1.451
+score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
score PDS_PHPEXP_BOT 1.499
-score PDS_PHPE_URISHORTENER 2.000
+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 1.227
-score PDS_TONAME_EQ_TOLOCAL_SHORT 2.000
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.272
+score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
score PDS_TO_EQ_FROM_NAME 0.001
-score PDS_X_PHP_WP_EXP 1.500
+score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.835
-score RATWARE_NO_RDNS 2.999
+score PP_MIME_FAKE_ASCII_TEXT 0.841
+score RATWARE_NO_RDNS 3.000
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.852
-score RISK_FREE 1.307
+score RDNS_NUM_TLD_XM 0.996
+score RISK_FREE 2.231
score SERGIO_SUBJECT_PORN014 2.899
-score SERGIO_SUBJECT_VIAGRA01 2.774
-score SHORTENED_URL_SRC 0.790
-score SHORTENER_SHORT_IMG 0.324
-score SHORT_IMG_SUSP_NTLD 0.355
+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 SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 0.728
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 0.723
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
score SUBJ_OBFU_PUNCT_MANY 1.749
score SUBJ_UNNEEDED_HTML 2.599
-score THIS_AD 2.000
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.051
+score THIS_AD 2.099
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.236
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.409
+score TO_EQ_FM_DIRECT_MX 1.662
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.536
+score TO_EQ_FM_DOM_HTML_ONLY 0.668
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.283
-score TO_EQ_FM_SPF_FAIL 0.925
+score TO_EQ_FM_HTML_ONLY 0.398
+score TO_EQ_FM_SPF_FAIL 0.854
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.268
-score TO_NO_BRKTS_DYNIP 3.649
-score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NAME_SUBJ_NO_RDNS 2.270
+score TO_NO_BRKTS_DYNIP 3.651
+score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_HTML_ONLY 2.000
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.893
+score TO_NO_BRKTS_NORDNS_HTML 1.996
score TO_NO_BRKTS_PCNT 2.499
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
score UPGRADE_MAILBOX 0.001
score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 1.165
+score URI_ONLY_MSGID_MALF 1.164
score URI_PHP_REDIR 3.499
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 0.905
+score XPRIO_URL_SHORTNER 0.976
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -207,7 +210,6 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADVANCE_FEE_2_NEW_FORM 1.000
score APP_DEVELOPMENT_FREEM 1.000
-score APP_DEVELOPMENT_NORDNS 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
@@ -256,13 +258,11 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
-score HK_LOTTO 1.000
score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
-score HTML_TEXT_INVISIBLE_FONT 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LUCRATIVE 1.000
score MANY_HDRS_LCASE 0.100
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1871688&r1=1871687&r2=1871688&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Dec 17 05:05:10 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 602688 52.210% (99.590% of non-spam corpus)
-# Correctly spam: 419910 36.376% (76.460% of spam corpus)
-# False positives: 2480 0.215% (0.410% of nonspam, 64485 weighted)
-# False negatives: 129279 11.199% (23.540% of spam, 269940 weighted)
-# Average score for spam: 9.6 nonspam: 0.6
+# 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: 1154357 100.00%
+# TOTAL: 1135933 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 75295 99.59%
-# Correctly spam: 52490 76.50%
-# False positives: 307 0.41%
-# False negatives: 16122 23.50%
-# TCR(l=50): 2.180097 SpamRecall: 76.503% SpamPrec: 99.419%
+# 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%
##### 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: 593049 98.00%
-# Correctly spam: 205881 37.49%
-# False positives: 12119 2.00%
-# False negatives: 343308 62.51%
-# TCR(l=50): 0.578546 SpamRecall: 37.488% SpamPrec: 94.441%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 74046 97.94%
-# Correctly spam: 25576 37.28%
-# False positives: 1556 2.06%
-# False negatives: 43036 62.72%
-# TCR(l=50): 0.567811 SpamRecall: 37.276% SpamPrec: 94.265%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1871688&r1=1871687&r2=1871688&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Dec 17 05:05:10 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 620646 52.929% (99.832% of non-spam corpus)
-# Correctly spam: 492869 42.032% (89.464% of spam corpus)
-# False positives: 1045 0.089% (0.168% of nonspam, 57499 weighted)
-# False negatives: 58044 4.950% (10.536% of spam, 102855 weighted)
-# Average score for spam: 16.0 nonspam: -2.6
+# 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
# Average for false-pos: 6.2 false-neg: 1.8
-# TOTAL: 1172604 100.00%
+# TOTAL: 1172574 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: 61536 89.38%
+# Correctly spam: 61530 89.39%
# False positives: 143 0.18%
-# False negatives: 7309 10.62%
-# TCR(l=50): 4.761394 SpamRecall: 89.383% SpamPrec: 99.768%
+# False negatives: 7306 10.61%
+# TCR(l=50): 4.761760 SpamRecall: 89.386% SpamPrec: 99.768%
##### 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: 364657 66.19%
+# Correctly spam: 364635 66.19%
# False positives: 1952 0.31%
-# False negatives: 186256 33.81%
-# TCR(l=50): 1.940819 SpamRecall: 66.191% SpamPrec: 99.468%
+# False negatives: 186248 33.81%
+# TCR(l=50): 1.940768 SpamRecall: 66.191% SpamPrec: 99.468%
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: 45658 66.32%
+# Correctly spam: 45559 66.18%
# False positives: 256 0.33%
-# False negatives: 23187 33.68%
-# TCR(l=50): 1.913052 SpamRecall: 66.320% SpamPrec: 99.442%
+# False negatives: 23277 33.82%
+# TCR(l=50): 1.908030 SpamRecall: 66.185% SpamPrec: 99.441%