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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/09/01 03:17:44 UTC
svn commit: r1881348 [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=1881348&r1=1881347&r2=1881348&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Sep 1 03:17:44 2020
@@ -6,177 +6,177 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.913
-score ADVANCE_FEE_3_NEW 3.466
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.411
-score ADVANCE_FEE_3_NEW_MONEY 2.500
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.227
+score ADVANCE_FEE_2_NEW_MONEY 1.993
+score ADVANCE_FEE_3_NEW 3.455
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.103
+score ADVANCE_FEE_3_NEW_MONEY 2.499
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.021
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.491
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BITCOIN_EXTORT_01 4.999
-score BITCOIN_MALWARE 1.596
-score BITCOIN_SPAM_08 2.103
-score BITCOIN_SPAM_09 0.285
-score BITCOIN_YOUR_INFO 1.309
+score BITCOIN_MALWARE 2.838
+score BITCOIN_SPAM_08 0.774
+score BITCOIN_SPAM_09 0.283
+score BITCOIN_YOUR_INFO 1.308
score BODY_SINGLE_URI 2.499
-score BODY_URI_ONLY 0.998
+score BODY_URI_ONLY 0.999
score BOGUS_MIME_VERSION 2.801
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.062
-score CTE_8BIT_MISMATCH 0.999
+score CK_HELO_GENERIC 0.250
+score CTE_8BIT_MISMATCH 1.000
score CTYPE_NULL 2.699
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.499
+score DKIMWL_WL_HIGH -0.001 # force non-zero
+score DKIMWL_WL_MED -0.500
score DSN_NO_MIMEVERSION 1.999
-score DX_TEXT_03 0.600
-score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.001 # force non-zero
-score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_DOTGOV 0.001
+score DX_TEXT_03 0.599
+score END_FUTURE_EMAILS 2.500
+score FILL_THIS_FORM 0.001
+score FONT_INVIS_DIRECT 0.001 # force non-zero
+score FONT_INVIS_DOTGOV 1.115
score FONT_INVIS_LONG_LINE 0.001
-score FONT_INVIS_POSTEXTRAS 1.473
-score FORGED_RELAY_MUA_TO_MX 3.700
-score FORGED_SPF_HELO 0.601
+score FONT_INVIS_POSTEXTRAS 0.361
+score FORGED_RELAY_MUA_TO_MX 3.704
+score FORGED_SPF_HELO 0.608
score FORM_FRAUD_5 2.599
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 1.999
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.447
-score FROM_GOV_SPOOF 0.001 # force non-zero
-score FROM_MISSPACED 1.999
+score FROM_GOV_DKIM_AU -0.446
+score FROM_GOV_SPOOF 0.001
+score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.570
-score FROM_MISSP_FREEMAIL 2.116
-score FROM_MISSP_MSFT 0.861
-score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_EH_MATCH 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 2.567
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_REPLYTO 1.834
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_USER 1.535
-score FROM_MISSP_XPRIO 2.499
-score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 2.434
-score FSL_HELO_FAKE 2.346
-score FSL_NEW_HELO_USER 1.999
-score FUZZY_SAVINGS 1.631
-score FUZZY_WALLET 1.753
-score GB_BITCOIN_CP 2.852
-score GB_FREEMAIL_DISPTO 0.001
-score GB_GOOGLE_OBFUS 0.750
-score HDRS_LCASE 0.099
+score FROM_MISSP_TO_UNDISC 1.791
+score FROM_MISSP_USER 0.001
+score FROM_MISSP_XPRIO 2.118
+score FROM_NAME_EQ_TO_G_DRIVE 1.499
+score FROM_NTLD_REPLY_FREEMAIL 1.429
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WORDY 1.001
+score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_FAKE 3.451
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_SAVINGS 2.573
+score FUZZY_WALLET 2.141
+score GB_BITCOIN_CP 1.977
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_GOOGLE_OBFUS 0.749
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.400
+score HDR_ORDER_FTSDMCXX_DIRECT 2.000
+score HDR_ORDER_FTSDMCXX_NORDNS 3.301
score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
-score HELO_MISC_IP 0.167
-score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 0.807
+score HELO_MISC_IP 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
+score HK_NAME_FM_MR_MRS 1.500
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 0.564
score HK_SCAM 1.999
score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI 2.488
-score HTML_SINGLET_MANY 2.470
-score HTML_TEXT_INVISIBLE_FONT 1.775
-score HTML_TEXT_INVISIBLE_STYLE 2.004
-score IMG_ONLY_FM_DOM_INFO 2.445
-score KB_FORGED_MOZ4 3.727
-score KHOP_FAKE_EBAY 0.409
-score KHOP_HELO_FCRDNS 0.399
-score LIST_PRTL_SAME_USER 0.798
-score LONG_HEX_URI 0.072
+score HOSTED_IMG_MULTI 2.708
+score HTML_SINGLET_MANY 2.499
+score HTML_TEXT_INVISIBLE_FONT 1.196
+score HTML_TEXT_INVISIBLE_STYLE 1.875
+score IMG_ONLY_FM_DOM_INFO 2.447
+score KB_FORGED_MOZ4 3.749
+score KHOP_FAKE_EBAY 0.191
+score KHOP_HELO_FCRDNS 0.400
+score LIST_PRTL_SAME_USER 0.258
+score LONG_HEX_URI 0.066
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 2.112
-score MALWARE_PASSWORD 1.344
-score MANY_SPAN_IN_TEXT 3.300
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 1.145
-score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 0.001 # force non-zero
+score MALWARE_NORDNS 3.151
+score MALWARE_PASSWORD 2.740
+score MANY_SPAN_IN_TEXT 3.299
+score MAY_BE_FORGED 2.295
+score MILLION_HUNDRED 2.544
+score MIMEOLE_DIRECT_TO_MX 0.288
+score MIXED_ES 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.055
-score MONEY_FRAUD_5 1.027
+score MONEY_FRAUD_3 1.975
+score MONEY_FRAUD_5 0.787
score MONEY_FRAUD_8 0.001
-score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 2.499
-score NICE_REPLY_A -2.130
+score MONEY_FROM_MISSP 1.596
+score MSM_PRIO_REPTO 2.366
+score NICE_REPLY_A -0.973
score NORDNS_LOW_CONTRAST 0.911
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 2.215
-score NSL_RCVD_HELO_USER 0.985
-score OFFER_ONLY_AMERICA 0.868
-score PDS_EMPTYSUBJ_URISHRT 0.178
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 1.722
+score OFFER_ONLY_AMERICA 0.001
+score PDS_EMPTYSUBJ_URISHRT 0.225
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.297
-score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_FROM_2_EMAILS 1.298
+score PDS_FROM_NAME_TO_DOMAIN 1.000
score PDS_NAKED_TO_NUMERO 1.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT 1.500
-score PDS_TINYSUBJ_URISHRT 0.047
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 0.001
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 3.199
-score PP_MIME_FAKE_ASCII_TEXT 0.001
+score PP_MIME_FAKE_ASCII_TEXT 0.108
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.895
-score SERGIO_SUBJECT_VIAGRA01 3.799
+score RDNS_NUM_TLD_XM 2.049
+score SERGIO_SUBJECT_VIAGRA01 3.899
score SHORTENED_URL_SRC 3.999
-score SHORTENER_SHORT_IMG 1.482
+score SHORTENER_SHORT_IMG 1.240
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.236
-score SPOOFED_FREEMAIL 1.321
-score SPOOFED_FREEMAIL_NO_RDNS 0.110
-score SPOOFED_FREEM_REPTO 2.473
-score SPOOFED_FREEM_REPTO_CHN 3.198
-score SPOOFED_URL 1.105
-score SPOOFED_URL_HOST 1.461
-score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 0.504
-score SUBJ_OBFU_PUNCT_FEW 0.240
-score SUBJ_OBFU_PUNCT_MANY 0.035
+score SINGLETS_LOW_CONTRAST 0.212
+score SPOOFED_FREEMAIL 1.361
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 2.499
+score SPOOFED_FREEM_REPTO_CHN 2.992
+score SPOOFED_URL 1.741
+score SPOOFED_URL_HOST 0.826
+score STATIC_XPRIO_OLE 2.000
+score STOCK_LOW_CONTRAST 0.198
+score SUBJ_OBFU_PUNCT_FEW 0.096
+score SUBJ_OBFU_PUNCT_MANY 0.138
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score THIS_AD 0.899
-score THIS_IS_ADV_SUSP_NTLD 0.999
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.668
+score THIS_IS_ADV_SUSP_NTLD 0.838
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.440
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DOM_HTML_IMG 0.068
+score TO_EQ_FM_DOM_HTML_IMG 0.165
score TO_EQ_FM_DOM_HTML_ONLY 1.599
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 1.158
-score TO_EQ_FM_SPF_FAIL 1.683
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.178
-score TO_NO_BRKTS_DYNIP 1.629
-score TO_NO_BRKTS_FROM_MSSP 2.402
+score TO_EQ_FM_HTML_ONLY 1.599
+score TO_EQ_FM_SPF_FAIL 1.092
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.044
+score TO_NO_BRKTS_DYNIP 2.223
+score TO_NO_BRKTS_FROM_MSSP 1.813
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.998
-score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.393
-score TVD_SPACE_ENCODED 0.845
-score TVD_SPACE_RATIO_MINFP 0.441
-score UPGRADE_MAILBOX 0.302
-score URI_GOOGLE_PROXY 2.198
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.342
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_PCNT 2.398
+score TVD_SPACE_ENCODED 1.301
+score TVD_SPACE_RATIO_MINFP 0.445
+score UPGRADE_MAILBOX 0.738
+score URI_GOOGLE_PROXY 2.199
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.049
-score URI_PHP_REDIR 3.500
-score URI_TRY_3LD 1.997
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.345
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED_2 2.271
-score XPRIO_SHORT_SUBJ 2.343
-score XPRIO_URL_SHORTNER 0.131
+score URI_WP_HACKED_2 2.499
+score XPRIO_SHORT_SUBJ 2.183
+score XPRIO_URL_SHORTNER 0.312
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -234,7 +234,7 @@ score FROM_NEWDOM_BTC 1.0
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
-score FROM_WORDY 1.000
+score FROM_PAYPAL_SPOOF 1.000
score FROM_WORDY_SHORT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
@@ -292,6 +292,7 @@ score UNICODE_OBFU_ASC 1.0
score UNICODE_OBFU_ZW 1.000
score URI_DATA 1.000
score URI_HEX_IP 1.000
+score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
score URI_PHISH 1.000
score URI_WP_HACKED 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1881348&r1=1881347&r2=1881348&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Sep 1 03:17:44 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 143905 11.916% (99.502% of non-spam corpus)
-# Correctly spam: 923876 76.500% (86.907% of spam corpus)
-# False positives: 720 0.060% (0.498% of nonspam, 154773 weighted)
-# False negatives: 139181 11.525% (13.093% of spam, 314922 weighted)
-# Average score for spam: 8.8 nonspam: 0.8
-# Average for false-pos: 5.8 false-neg: 2.3
-# TOTAL: 1207682 100.00%
+# Correctly non-spam: 801815 42.952% (99.761% of non-spam corpus)
+# Correctly spam: 877475 47.005% (82.544% of spam corpus)
+# False positives: 1918 0.103% (0.239% of nonspam, 74434 weighted)
+# False negatives: 185561 9.940% (17.456% of spam, 533956 weighted)
+# Average score for spam: 8.4 nonspam: 0.7
+# Average for false-pos: 5.9 false-neg: 2.9
+# TOTAL: 1866769 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 17958 99.00%
-# Correctly spam: 115613 87.12%
-# False positives: 181 1.00%
-# False negatives: 17089 12.88%
-# TCR(l=50): 5.076782 SpamRecall: 87.122% SpamPrec: 99.844%
+# Correctly non-spam: 99818 99.68%
+# Correctly spam: 109746 82.70%
+# False positives: 322 0.32%
+# False negatives: 22953 17.30%
+# TCR(l=50): 3.397921 SpamRecall: 82.703% SpamPrec: 99.707%
##### 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: 137521 95.09%
-# Correctly spam: 404522 38.05%
-# False positives: 7104 4.91%
-# False negatives: 658535 61.95%
-# TCR(l=50): 1.048654 SpamRecall: 38.053% SpamPrec: 98.274%
+# Correctly non-spam: 796014 99.04%
+# Correctly spam: 404468 38.05%
+# False positives: 7719 0.96%
+# False negatives: 658568 61.95%
+# TCR(l=50): 1.017729 SpamRecall: 38.048% SpamPrec: 98.127%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 17190 94.77%
-# Correctly spam: 50143 37.79%
-# False positives: 949 5.23%
-# False negatives: 82559 62.21%
-# TCR(l=50): 1.020714 SpamRecall: 37.786% SpamPrec: 98.143%
+# Correctly non-spam: 99165 99.03%
+# Correctly spam: 50273 37.88%
+# False positives: 975 0.97%
+# False negatives: 82426 62.12%
+# TCR(l=50): 1.011610 SpamRecall: 37.885% SpamPrec: 98.097%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1881348&r1=1881347&r2=1881348&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Sep 1 03:17:44 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 150712 12.405% (98.933% of non-spam corpus)
-# Correctly spam: 1011009 83.217% (95.147% of spam corpus)
-# False positives: 1626 0.134% (1.067% of nonspam, 821437 weighted)
-# False negatives: 51562 4.244% (4.853% of spam, 97833 weighted)
-# Average score for spam: 13.7 nonspam: -0.7
-# Average for false-pos: 7.2 false-neg: 1.9
-# TOTAL: 1214909 100.00%
+# Correctly non-spam: 150614 12.397% (98.877% of non-spam corpus)
+# Correctly spam: 1012570 83.348% (95.296% of spam corpus)
+# False positives: 1711 0.141% (1.123% of nonspam, 855712 weighted)
+# False negatives: 49979 4.114% (4.704% of spam, 90822 weighted)
+# Average score for spam: 13.8 nonspam: -0.7
+# Average for false-pos: 7.2 false-neg: 1.8
+# TOTAL: 1214874 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 18944 98.91%
-# Correctly spam: 126200 95.15%
-# False positives: 208 1.09%
-# False negatives: 6432 4.85%
-# TCR(l=50): 7.879753 SpamRecall: 95.150% SpamPrec: 99.835%
+# Correctly non-spam: 18941 98.90%
+# Correctly spam: 126313 95.24%
+# False positives: 211 1.10%
+# False negatives: 6316 4.76%
+# TCR(l=50): 7.863690 SpamRecall: 95.238% SpamPrec: 99.833%
##### 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: 148538 97.51%
-# Correctly spam: 651965 61.36%
-# False positives: 3800 2.49%
-# False negatives: 410606 38.64%
-# TCR(l=50): 1.769165 SpamRecall: 61.357% SpamPrec: 99.421%
+# Correctly non-spam: 148563 97.53%
+# Correctly spam: 651967 61.36%
+# False positives: 3762 2.47%
+# False negatives: 410582 38.64%
+# TCR(l=50): 1.774814 SpamRecall: 61.359% SpamPrec: 99.426%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 18699 97.63%
-# Correctly spam: 81346 61.33%
-# False positives: 453 2.37%
-# False negatives: 51286 38.67%
-# TCR(l=50): 1.793876 SpamRecall: 61.332% SpamPrec: 99.446%
+# Correctly non-spam: 18687 97.57%
+# Correctly spam: 81295 61.30%
+# False positives: 465 2.43%
+# False negatives: 51334 38.70%
+# TCR(l=50): 1.778250 SpamRecall: 61.295% SpamPrec: 99.431%