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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/08/03 05:06:48 UTC
svn commit: r1864305 [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=1864305&r1=1864304&r2=1864305&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Aug 3 05:06:48 2019
@@ -3,202 +3,197 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.698
-score AC_HTML_NONSENSE_TAGS 1.755
+score AC_FROM_MANY_DOTS 2.368
+score AC_HTML_NONSENSE_TAGS 1.999
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.467
-score ADVANCE_FEE_3_NEW_MONEY 0.145
-score ADVANCE_FEE_4_NEW 2.374
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.105
-score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW 2.140
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_MONEY 0.249
+score ADVANCE_FEE_4_NEW 2.401
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_4_NEW_MONEY 2.700
+score ADVANCE_FEE_5_NEW 2.178
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.740
-score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 2.500
+score ADVANCE_FEE_5_NEW_MONEY 0.750
+score AD_PREFS 0.500
+score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score AXB_XMAILER_MIMEOLE_OL_024C2 3.584
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.687
-score BIGNUM_EMAILS 1.692
+score AXB_XMAILER_MIMEOLE_OL_024C2 3.579
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.111
+score BIGNUM_EMAILS 1.510
score BITCOIN_DEADLINE 2.999
score BITCOIN_EXTORT_01 4.999
score BITCOIN_MALWARE 3.499
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_01 2.499
+score BITCOIN_SPAM_01 1.552
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 2.500
-score BITCOIN_SPAM_06 1.121
+score BITCOIN_SPAM_05 2.499
+score BITCOIN_SPAM_06 0.001
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_08 2.499
-score BITCOIN_SPAM_09 0.321
+score BITCOIN_SPAM_09 1.221
score BODY_EMPTY 0.001
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.999
-score CANT_SEE_AD 1.193
-score CK_HELO_DYNAMIC_SPLIT_IP 0.840
-score CK_HELO_GENERIC 0.250
-score DATE_IN_FUTURE_96_Q 2.899
-score DEAR_BENEFICIARY 3.000
-score DKIMWL_BL 2.158
+score BOGUS_MSM_HDRS 2.968
+score CANT_SEE_AD 1.126
+score CK_HELO_DYNAMIC_SPLIT_IP 0.848
+score CK_HELO_GENERIC 0.249
+score DATE_IN_FUTURE_96_Q 2.799
+score DEAR_BENEFICIARY 2.629
+score DKIMWL_BL 1.981
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score DRUGS_ERECTILE_SHORT_SHORTNER 1.138
-score DX_TEXT_03 1.099
-score FAKE_REPLY_A1 3.099
+score DKIMWL_WL_MEDHI -0.001
+score DRUGS_ERECTILE_SHORT_SHORTNER 1.499
+score DX_TEXT_03 0.851
+score FAKE_REPLY_A1 3.100
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.600
+score FORGED_RELAY_MUA_TO_MX 3.599
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.470
-score FORM_FRAUD_5 2.904
+score FORM_FRAUD_3 1.441
+score FORM_FRAUD_5 2.897
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.022
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROMSPACE 0.001
score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 2.089
+score FROM_ADDR_WS 2.098
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 # force non-zero
-score FROM_GOV_SPOOF 0.001
+score FROM_FMBLA_NEWDOM14 1.000
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.001
+score FROM_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.515
-score FROM_MISSP_EH_MATCH 1.227
+score FROM_MISSP_DYNIP 2.322
+score FROM_MISSP_EH_MATCH 1.228
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 2.500
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 1.503
-score FROM_MISSP_USER 2.986
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_SPF_FAIL 1.849
+score FROM_MISSP_TO_UNDISC 2.699
+score FROM_MISSP_USER 1.520
score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.997
+score FROM_NAME_EQ_TO_G_DRIVE 0.001 # force non-zero
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_WORDY 1.562
-score FROM_WSP_TRAIL 2.700
-score FSL_BULK_SIG 0.838
-score FSL_CTYPE_WIN1251 0.001
+score FROM_WORDY 1.890
+score FROM_WSP_TRAIL 2.699
+score FSL_BULK_SIG 0.839
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_HELO_FAKE 3.499
-score FSL_NEW_HELO_USER 0.417
-score FSL_THIS_IS_ADV 3.108
-score FUZZY_CLICK_HERE 2.599
+score FSL_NEW_HELO_USER 0.521
+score FSL_THIS_IS_ADV 3.106
+score FUZZY_CLICK_HERE 2.499
score FUZZY_UNSUBSCRIBE 2.599
score GB_FORGED_MUA_POSTFIX 1.999
score GB_FREEMAIL_DISPTO 0.499
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFU 0.750
+score GB_GOOGLE_OBFU 0.749
score GB_GOOG_IMG_NOT_RCVD_GOOG 2.499
-score GB_LINKED_IMG_NOT_RCVD_LINK 1.229
-score GOOG_REDIR_HTML_ONLY 1.698
-score GOOG_REDIR_NORDNS 0.919
-score HDRS_LCASE 0.100
+score HDRS_LCASE 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.247
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001
-score HEXHASH_WORD 2.666
-score HK_LOTTO 0.999
+score HEXHASH_WORD 2.670
+score HK_LOTTO 0.405
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 1.000
-score HK_RCVD_IP_MULTICAST 0.940
-score HK_SCAM 1.809
-score HOSTED_IMG_DIRECT_MX 1.957
-score HOSTED_IMG_FREEM 0.613
-score HTML_ENTITY_ASCII 2.950
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_RCVD_IP_MULTICAST 0.689
+score HK_SCAM 1.791
+score HOSTED_IMG_DIRECT_MX 3.342
+score HOSTED_IMG_FREEM 1.060
+score HTML_ENTITY_ASCII 2.951
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.264
-score HTML_TEXT_INVISIBLE_STYLE 1.906
-score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 0.001
+score HTML_SINGLET_MANY 0.881
+score HTML_TEXT_INVISIBLE_STYLE 2.236
+score IMG_ONLY_FM_DOM_INFO 2.500
+score KB_FORGED_MOZ4 0.001 # force non-zero
score LIST_PARTIAL_SHORT_MSG 2.499
score LIST_PRTL_SAME_USER 1.280
-score LONG_HEX_URI 1.685
-score LONG_IMG_URI 0.971
+score LONG_HEX_URI 1.682
+score LONG_IMG_URI 0.969
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.605
-score MALF_HTML_B64 1.895
+score MALFORMED_FREEMAIL 1.703
+score MALF_HTML_B64 1.870
score MANY_SPAN_IN_TEXT 2.499
score MILLION_HUNDRED 3.099
score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_ES 2.299
score MONEY_ATM_CARD 2.699
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.500
-score MONEY_FRAUD_3 0.412
-score MONEY_FRAUD_5 1.769
-score MONEY_FRAUD_8 3.199
+score MONEY_FORM_SHORT 2.499
+score MONEY_FRAUD_3 0.335
+score MONEY_FRAUD_5 1.584
+score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 1.509
-score NORDNS_LOW_CONTRAST 1.803
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 1.779
-score NSL_RCVD_HELO_USER 1.520
-score NUMBERONLY_BITCOIN_EXP 0.627
+score MSM_PRIO_REPTO 1.898
+score NORDNS_LOW_CONTRAST 1.471
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 1.022
+score NSL_RCVD_HELO_USER 2.735
+score NUMBERONLY_BITCOIN_EXP 0.001
score OBFU_BITCOIN 2.999
-score OFFER_ONLY_AMERICA 0.759
-score PDS_DBL_URL_ILLEGAL_CHARS 1.999
-score PDS_DBL_URL_TNB_RUNON 1.962
-score PDS_HELO_SPF_FAIL 0.689
-score PDS_HP_HELO_NORDNS 0.001
+score OFFER_ONLY_AMERICA 1.999
+score PDS_HELO_SPF_FAIL 0.066
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
score PDS_PHP_EVAL 1.499
-score PDS_TO_EQ_FROM_NAME 0.935
+score PDS_TO_EQ_FROM_NAME 0.934
score PDS_X_PHP_WP_EXP 1.499
-score PHOTO_EDITING_DIRECT 1.381
+score PHOTO_EDITING_DIRECT 1.450
score PHP_ORIG_SCRIPT 2.500
-score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.511
+score PP_MIME_FAKE_ASCII_TEXT 1.000
+score RATWARE_NO_RDNS 2.823
score RCVD_IN_MSPIKE_H2 -0.001
score RDNS_NUM_TLD_XM 2.999
-score RP_8BIT 0.502
-score SEO_SUSP_NTLD 0.669
-score SERGIO_SUBJECT_PORN014 4.100
-score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORTENER_SHORT_IMG 2.434
-score SHORT_BODY_G_DRIVE_DYN 0.762
-score SHORT_IMG_SUSP_NTLD 0.512
-score SINGLETS_LOW_CONTRAST 0.645
-score SPOOFED_FREEMAIL_NO_RDNS 1.498
+score RP_8BIT 0.144
+score SEO_SUSP_NTLD 0.985
+score SERGIO_SUBJECT_PORN014 3.999
+score SERGIO_SUBJECT_VIAGRA01 0.001 # force non-zero
+score SHORTENER_SHORT_IMG 2.320
+score SHORT_BODY_G_DRIVE_DYN 1.290
+score SHORT_IMG_SUSP_NTLD 0.835
+score SINGLETS_LOW_CONTRAST 1.361
+score SPOOFED_FREEMAIL_NO_RDNS 1.499
score SPOOFED_FREEM_REPTO 2.499
-score SPOOFED_FREEM_REPTO_CHN 1.380
-score STATIC_XPRIO_OLE 1.999
-score THIS_AD 1.525
-score THIS_IS_ADV_SUSP_NTLD 0.798
-score TO_EQ_FM_DOM_SPF_FAIL 1.157
-score TO_EQ_FM_SPF_FAIL 2.676
-score TO_IN_SUBJ 0.100
+score SPOOFED_FREEM_REPTO_CHN 3.228
+score STATIC_XPRIO_OLE 2.000
+score THIS_AD 1.520
+score THIS_IS_ADV_SUSP_NTLD 1.499
+score TO_EQ_FM_DOM_SPF_FAIL 1.218
+score TO_EQ_FM_SPF_FAIL 2.612
+score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_DYNIP 3.299
+score TO_NO_BRKTS_DYNIP 3.199
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 2.000
-score TO_NO_BRKTS_HTML_ONLY 1.999
+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 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_HEX 0.610
-score TVD_IP_SING_HEX 2.567
-score TVD_SPACE_ENCODED 0.795
-score TVD_SPACE_RATIO_MINFP 2.500
-score TVD_SUBJ_NUM_OBFU_MINFP 2.700
-score UNICODE_OBFU_ZW 0.001
-score URI_GOOGLE_PROXY 1.799
-score URI_HEX_IP 1.231
-score URI_IMG_WP_REDIR 2.234
+score TVD_IP_HEX 2.383
+score TVD_IP_SING_HEX 1.259
+score TVD_SPACE_ENCODED 0.197
+score TVD_SPACE_RATIO_MINFP 2.499
+score TVD_SUBJ_NUM_OBFU_MINFP 2.699
+score UNICODE_OBFU_ZW 1.307
+score URI_GOOGLE_PROXY 1.800
+score URI_HEX_IP 2.029
+score URI_IMG_WP_REDIR 1.596
score URI_ONLY_MSGID_MALF 1.999
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 0.001
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO 0.899
+score XPRIO 0.898
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.999
+score XPRIO_URL_SHORTNER 1.000
score YOU_INHERIT 2.699
-score ZW_OBFU_BITCOIN 2.007
+score ZW_OBFU_BITCOIN 1.080
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -239,6 +234,7 @@ score FROM_NUMBERO_NEWDOMAIN 1.0
score FROM_NUMERIC_TLD 1.000
score FROM_WORDY_SHORT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
+score GB_LINKED_IMG_NOT_RCVD_LINK 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1864305&r1=1864304&r2=1864305&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Aug 3 05:06:48 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 477188 41.787% (99.593% of non-spam corpus)
-# Correctly spam: 513410 44.959% (77.460% of spam corpus)
-# False positives: 1950 0.171% (0.407% of nonspam, 77587 weighted)
-# False negatives: 149399 13.083% (22.540% of spam, 333355 weighted)
-# Average score for spam: 9.5 nonspam: 0.6
+# Correctly non-spam: 482371 42.149% (99.598% of non-spam corpus)
+# Correctly spam: 511736 44.715% (77.520% of spam corpus)
+# False positives: 1945 0.170% (0.402% of nonspam, 76808 weighted)
+# False negatives: 148400 12.967% (22.480% of spam, 325256 weighted)
+# Average score for spam: 9.9 nonspam: 0.6
# Average for false-pos: 5.8 false-neg: 2.2
-# TOTAL: 1141947 100.00%
+# TOTAL: 1144452 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 59539 99.57%
-# Correctly spam: 63973 77.37%
-# False positives: 258 0.43%
-# False negatives: 18709 22.63%
-# TCR(l=50): 2.615774 SpamRecall: 77.372% SpamPrec: 99.598%
+# Correctly non-spam: 60192 99.56%
+# Correctly spam: 63703 77.36%
+# False positives: 269 0.44%
+# False negatives: 18640 22.64%
+# TCR(l=50): 2.566002 SpamRecall: 77.363% SpamPrec: 99.580%
##### 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: 463360 96.71%
-# Correctly spam: 314726 47.48%
-# False positives: 15778 3.29%
-# False negatives: 348083 52.52%
-# TCR(l=50): 0.582954 SpamRecall: 47.484% SpamPrec: 95.226%
+# Correctly non-spam: 468569 96.75%
+# Correctly spam: 312101 47.28%
+# False positives: 15747 3.25%
+# False negatives: 348035 52.72%
+# TCR(l=50): 0.581420 SpamRecall: 47.278% SpamPrec: 95.197%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57809 96.68%
-# Correctly spam: 39073 47.26%
-# False positives: 1988 3.32%
-# False negatives: 43609 52.74%
-# TCR(l=50): 0.578159 SpamRecall: 47.257% SpamPrec: 95.158%
+# Correctly non-spam: 58571 96.87%
+# Correctly spam: 38847 47.18%
+# False positives: 1890 3.13%
+# False negatives: 43496 52.82%
+# TCR(l=50): 0.596706 SpamRecall: 47.177% SpamPrec: 95.360%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1864305&r1=1864304&r2=1864305&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Aug 3 05:06:48 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 472937 39.434% (99.706% of non-spam corpus)
-# Correctly spam: 650742 54.260% (89.760% of spam corpus)
-# False positives: 1396 0.116% (0.294% of nonspam, 187463 weighted)
-# False negatives: 74239 6.190% (10.240% of spam, 145038 weighted)
-# Average score for spam: 15.9 nonspam: -2.1
-# Average for false-pos: 8.8 false-neg: 2.0
-# TOTAL: 1199314 100.00%
+# Correctly non-spam: 472930 39.436% (99.704% of non-spam corpus)
+# Correctly spam: 650732 54.262% (89.768% of spam corpus)
+# False positives: 1403 0.117% (0.296% of nonspam, 187947 weighted)
+# False negatives: 74176 6.185% (10.232% of spam, 143903 weighted)
+# Average score for spam: 15.8 nonspam: -2.1
+# Average for false-pos: 8.8 false-neg: 1.9
+# TOTAL: 1199241 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 59019 99.72%
-# Correctly spam: 81175 89.82%
-# False positives: 163 0.28%
-# False negatives: 9201 10.18%
-# TCR(l=50): 5.208691 SpamRecall: 89.819% SpamPrec: 99.800%
+# Correctly non-spam: 59018 99.72%
+# Correctly spam: 81250 89.91%
+# False positives: 164 0.28%
+# False negatives: 9123 10.09%
+# TCR(l=50): 5.216937 SpamRecall: 89.905% SpamPrec: 99.799%
##### 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: 472515 99.62%
-# Correctly spam: 532696 73.48%
+# Correctly spam: 532530 73.46%
# False positives: 1818 0.38%
-# False negatives: 192285 26.52%
-# TCR(l=50): 2.560097 SpamRecall: 73.477% SpamPrec: 99.660%
+# False negatives: 192378 26.54%
+# TCR(l=50): 2.558999 SpamRecall: 73.462% SpamPrec: 99.660%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 58942 99.59%
-# Correctly spam: 66439 73.51%
+# Correctly spam: 66552 73.64%
# False positives: 240 0.41%
-# False negatives: 23937 26.49%
-# TCR(l=50): 2.514845 SpamRecall: 73.514% SpamPrec: 99.640%
+# False negatives: 23821 26.36%
+# TCR(l=50): 2.522906 SpamRecall: 73.641% SpamPrec: 99.641%