You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/10/09 02:38:10 UTC
svn commit: r1912828 [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=1912828&r1=1912827&r2=1912828&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Oct 9 02:38:10 2023
@@ -2,199 +2,198 @@
# ham-net-ena-week0.r1912782.log ham-net-ena-week1.r1912782.log ham-net-ena-week2.r1912782.log ham-net-ena-week3.r1912782.log ham-net-ena-week4.r1912782.log ham-net-giovanni-ham.r1912782.log ham-net-giovanni-spammy.r1912782.log ham-net-giovanni-spam.r1912782.log ham-net-grenier.r1912782.log ham-net-hege.r1912782.log ham-net-jbrooks.r1912782.log ham-net-jhardin.r1912782.log ham-net-llanga.r1912782.log ham-net-mmiroslaw-mails-ham.r1912782.log ham-net-mmiroslaw-mails-spam.r1912782.log ham-net-spamsponge.r1912782.log ham-net-tsz-corpus.r1912782.log ham-net-whyscream.r1912782.log spam-net-ena-week0.r1912782.log spam-net-ena-week1.r1912782.log spam-net-ena-week2.r1912782.log spam-net-ena-week3.r1912782.log spam-net-ena-week4.r1912782.log spam-net-giovanni-ham.r1912782.log spam-net-giovanni-spammy.r1912782.log spam-net-giovanni-spam.r1912782.log spam-net-grenier.r1912782.log spam-net-hege.r1912782.log spam-net-jbrooks.r1912782.log spam-net-jhardin.r1912782.log spam-net-llanga.r1912782.log
spam-net-mmiroslaw-mails-ham.r1912782.log spam-net-mmiroslaw-mails-spam.r1912782.log spam-net-spamsponge.r1912782.log spam-net-tsz-corpus.r1912782.log spam-net-whyscream.r1912782.log
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 3.000
+score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.246
+score ADMITS_SPAM 1.598
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.263
+score ADVANCE_FEE_3_NEW 3.265
score ADVANCE_FEE_3_NEW_MONEY 2.399
-score ADVANCE_FEE_4_NEW_MONEY 1.277
+score ADVANCE_FEE_4_NEW_MONEY 0.495
score ADVANCE_FEE_5_NEW_MONEY 2.699
-score AD_PREFS 0.099
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AD_PREFS 0.499
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 0.442
+score BITCOIN_DEADLINE 1.033
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALF_HTML 3.181
-score BITCOIN_MALWARE 2.652
-score BITCOIN_ONAN 2.013
-score BITCOIN_SPAM_02 1.412
+score BITCOIN_MALF_HTML 3.185
+score BITCOIN_MALWARE 2.344
+score BITCOIN_ONAN 1.660
+score BITCOIN_SPAM_02 2.033
score BITCOIN_SPAM_07 0.001
-score BITCOIN_TOEQFM 0.796
+score BITCOIN_TOEQFM 0.835
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.999
-score BODY_URI_ONLY 1.752
+score BODY_URI_ONLY 2.130
score BOGUS_MIME_VERSION 3.499
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.807
+score DEAR_BENEFICIARY 1.604
score DEAR_NOBODY 3.299
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
+score END_FUTURE_EMAILS 2.500
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.400
+score FILL_THIS_FORM 0.399
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.695
-score FONT_INVIS_MSGID 0.926
-score FORGED_RELAY_MUA_TO_MX 2.499
+score FONT_INVIS_LONG_LINE 2.711
+score FONT_INVIS_MSGID 0.552
+score FORGED_RELAY_MUA_TO_MX 2.500
score FORGED_SPF_HELO 0.799
-score FORM_FRAUD_5 1.589
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FORM_FRAUD_5 0.420
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 2.399
-score FROM_ADDR_WS 1.548
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.001 # force non-zero
-score FROM_IN_TO_AND_SUBJ 2.135
-score FROM_MISSPACED 2.000
-score FROM_MISSP_DYNIP 0.243
-score FROM_MISSP_EH_MATCH 1.308
-score FROM_MISSP_FREEMAIL 2.699
-score FROM_MISSP_MSFT 2.539
-score FROM_MISSP_REPLYTO 2.457
+score FROM_ADDR_WS 1.549
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.001
+score FROM_IN_TO_AND_SUBJ 2.199
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 1.300
+score FROM_MISSP_FREEMAIL 2.700
+score FROM_MISSP_MSFT 1.648
+score FROM_MISSP_REPLYTO 2.317
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_LINKBAIT 1.112
-score FROM_PAYPAL_SPOOF 0.620
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_NTLD_LINKBAIT 1.999
+score FROM_PAYPAL_SPOOF 1.516
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.453
+score FSL_BULK_SIG 0.471
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_WALLET 2.000
-score GB_BITCOIN_CP 1.398
-score GB_CUSTOM_HTM_URI 0.838
-score GB_FAKE_RF_SHORT 1.709
+score FUZZY_WALLET 1.999
+score GB_BITCOIN_CP 1.339
+score GB_CUSTOM_HTM_URI 0.741
+score GB_FAKE_RF_SHORT 1.741
score GB_FREEMAIL_DISPTO 0.499
-score GB_HASHBL_BTC 4.021
+score GB_HASHBL_BTC 4.144
score GOOG_REDIR_NORDNS 0.525
-score GOOG_STO_IMG_HTML 2.226
+score GOOG_STO_IMG_HTML 2.225
score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 0.108
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 0.010
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 0.035
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.897
+score HK_SCAM 1.051
score HOSTED_IMG_DIRECT_MX 2.998
-score HREF_EMPTY_NORDNS 0.125
+score HREF_EMPTY_NORDNS 0.126
score HREF_EMPTY_PHPMAIL 2.499
-score HTML_FONT_TINY_NORDNS 1.388
+score HTML_FONT_TINY_NORDNS 1.427
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.000
+score HTML_TAG_BALANCE_CENTER 2.999
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 1.242
-score IMG_DIRECT_TO_MX 1.720
+score HTML_TEXT_INVISIBLE_STYLE 2.173
+score IMG_DIRECT_TO_MX 1.723
score IMG_ONLY_FM_DOM_INFO 2.499
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.399
-score LONGLN_LOW_CONTRAST 1.655
-score LONG_HEX_URI 2.293
-score LONG_IMG_URI 0.118
-score LONG_INVISIBLE_TEXT 2.109
+score LONGLN_LOW_CONTRAST 1.652
+score LONG_HEX_URI 2.289
+score LONG_IMG_URI 0.837
+score LONG_INVISIBLE_TEXT 2.085
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 0.965
-score MALWARE_PASSWORD 0.632
-score MAY_BE_FORGED 2.199
-score MILLION_HUNDRED 0.001
+score MALWARE_NORDNS 1.138
+score MALWARE_PASSWORD 1.935
+score MILLION_HUNDRED 0.001 # force non-zero
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.299
+score MIXED_ES 2.399
score MIXED_HREF_CASE 2.000
-score MONEY_FORM_SHORT 1.784
-score MONEY_FRAUD_3 0.867
-score MONEY_FRAUD_5 1.178
-score MONEY_FRAUD_8 1.542
-score MONEY_FREEMAIL_REPTO 2.483
-score MONEY_FROM_MISSP 0.001 # force non-zero
-score MSMAIL_PRI_ABNORMAL 0.873
+score MONEY_FORM_SHORT 1.789
+score MONEY_FRAUD_3 0.312
+score MONEY_FRAUD_5 2.078
+score MONEY_FRAUD_8 1.522
+score MONEY_FREEMAIL_REPTO 2.486
+score MONEY_FROM_MISSP 0.001
+score MSMAIL_PRI_ABNORMAL 1.499
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.818
-score NORDNS_LOW_CONTRAST 2.187
+score NICE_REPLY_A -3.339
+score NORDNS_LOW_CONTRAST 2.146
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NUMBERONLY_BITCOIN_EXP 1.999
-score OBFU_HTML_ATTACH 2.200
-score OBFU_TEXT_ATTACH 0.001
+score OBFU_HTML_ATTACH 2.199
+score OBFU_TEXT_ATTACH 1.432
score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.294
-score PDS_BTC_MSGID 0.208
+score PDS_BTC_ID 0.329
+score PDS_BTC_MSGID 0.001
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.497
-score PDS_FROM_2_EMAILS 2.579
-score PDS_FROM_NAME_TO_DOMAIN 1.402
+score PDS_FRNOM_TODOM_NAKED_TO 1.301
+score PDS_FROM_NAME_TO_DOMAIN 1.998
score PDS_HELO_SPF_FAIL 0.001
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NAKED_TO_NUMERO 2.000
score PDS_OTHER_BAD_TLD 1.999
score PDS_SHORTFWD_URISHRT_FP 1.499
-score PHP_ORIG_SCRIPT 1.246
-score PHP_SCRIPT 2.399
+score PHP_ORIG_SCRIPT 0.705
+score PHP_SCRIPT 2.398
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 2.000
-score RATWARE_NO_RDNS 0.521
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 1.018
score RCVD_IN_MSPIKE_H2 -0.001
-score SCC_CANSPAM_2 2.240
+score SCC_CANSPAM_2 2.599
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 1.798
+score SCC_SPAMMER_ADDR_2 1.076
score SENDGRID_REDIR 1.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 2.000
+score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.918
+score SPOOFED_FREEM_REPTO 1.083
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score STY_INVIS_DIRECT 0.901
-score SUSP_UTF8_WORD_COMBO 2.999
-score SUSP_UTF8_WORD_FROM 1.595
+score STY_INVIS_DIRECT 0.905
+score SUSP_UTF8_WORD_COMBO 3.000
+score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.328
+score THIS_AD 1.331
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.101
-score TO_EQ_FM_DOM_HTML_ONLY 2.199
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.166
+score TO_EQ_FM_HTML_ONLY 2.100
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
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_IMG 2.000
+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_LONG_WORD5 2.908
-score TVD_RATWARE_MSGID_01 0.472
+score TVD_LONG_WORD5 1.037
+score TVD_RATWARE_MSGID_01 0.480
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.400
+score TVD_SPACE_RATIO_MINFP 2.157
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.699
-score URI_GOOGLE_PROXY 2.100
+score URI_GOOGLE_PROXY 2.099
score URI_GOOG_STO_SPAMMY 2.999
-score URI_ONLY_MSGID_MALF 0.001
+score URI_ONLY_MSGID_MALF 0.403
score URI_OPTOUT_3LD 1.999
-score URI_PHISH 3.899
+score URI_PHISH 3.802
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 2.000
-score URI_WP_HACKED 2.999
-score VISTA_COST 2.236
+score URI_TRY_3LD 1.999
+score URI_WP_HACKED 3.001
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 1.122
+score VISTA_COST 2.499
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.899
-score WORD_INVIS_MANY 2.152
+score WORD_INVIS 1.905
+score WORD_INVIS_MANY 2.151
score XM_RANDOM 2.499
-score XPRIO 0.485
+score XPRIO 1.121
score ACCT_PHISHING_MANY 1.000
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
@@ -288,7 +287,6 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
@@ -396,9 +394,7 @@ score URI_LONG_REPEAT 1.0
score URI_MALWARE_BH 1.000
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
-score URI_WP_HACKED_2 1.000
score USB_DRIVES 1.000
-score VFY_ACCT_NORDNS 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score XM_DIGITS_ONLY 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1912828&r1=1912827&r2=1912828&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Oct 9 02:38:10 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 286783 81.024% (99.554% of non-spam corpus)
-# Correctly spam: 38934 11.000% (59.097% of spam corpus)
-# False positives: 1284 0.363% (0.446% of nonspam, 8974 weighted)
-# False negatives: 26947 7.613% (40.903% of spam, 49825 weighted)
-# Average score for spam: 7.7 nonspam: 0.7
-# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 353948 100.00%
+# Correctly non-spam: 288532 84.436% (99.535% of non-spam corpus)
+# Correctly spam: 29074 8.508% (56.088% of spam corpus)
+# False positives: 1348 0.394% (0.465% of nonspam, 7452 weighted)
+# False negatives: 22762 6.661% (43.912% of spam, 39748 weighted)
+# Average score for spam: 7.0 nonspam: 0.6
+# Average for false-pos: 6.2 false-neg: 1.7
+# TOTAL: 341716 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35823 99.50%
-# Correctly spam: 4792 57.80%
-# False positives: 181 0.50%
-# False negatives: 3499 42.20%
-# TCR(l=50): 0.660690 SpamRecall: 57.798% SpamPrec: 96.360%
+# Correctly non-spam: 36047 99.50%
+# Correctly spam: 3693 56.35%
+# False positives: 182 0.50%
+# False negatives: 2861 43.65%
+# TCR(l=50): 0.547947 SpamRecall: 56.347% SpamPrec: 95.303%
##### 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: 281734 97.80%
-# Correctly spam: 23343 35.43%
-# False positives: 6333 2.20%
-# False negatives: 42538 64.57%
-# TCR(l=50): 0.183416 SpamRecall: 35.432% SpamPrec: 78.660%
+# Correctly non-spam: 283607 97.84%
+# Correctly spam: 18690 36.06%
+# False positives: 6273 2.16%
+# False negatives: 33146 63.94%
+# TCR(l=50): 0.149471 SpamRecall: 36.056% SpamPrec: 74.871%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35211 97.80%
-# Correctly spam: 2847 34.34%
-# False positives: 793 2.20%
-# False negatives: 5444 65.66%
-# TCR(l=50): 0.183860 SpamRecall: 34.338% SpamPrec: 78.214%
+# Correctly non-spam: 35400 97.71%
+# Correctly spam: 2394 36.53%
+# False positives: 829 2.29%
+# False negatives: 4160 63.47%
+# TCR(l=50): 0.143697 SpamRecall: 36.527% SpamPrec: 74.279%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1912828&r1=1912827&r2=1912828&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Oct 9 02:38:10 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 287771 82.237% (99.471% of non-spam corpus)
-# Correctly spam: 36328 10.382% (59.921% of spam corpus)
-# False positives: 1530 0.437% (0.529% of nonspam, 19020 weighted)
-# False negatives: 24298 6.944% (40.079% of spam, 51904 weighted)
-# Average score for spam: 10.9 nonspam: -0.2
-# Average for false-pos: 5.9 false-neg: 2.1
-# TOTAL: 349927 100.00%
+# Correctly non-spam: 287778 82.240% (99.475% of non-spam corpus)
+# Correctly spam: 36331 10.383% (59.927% of spam corpus)
+# False positives: 1520 0.434% (0.525% of nonspam, 18981 weighted)
+# False negatives: 24294 6.943% (40.073% of spam, 52009 weighted)
+# Average score for spam: 10.8 nonspam: -0.3
+# Average for false-pos: 6.0 false-neg: 2.1
+# TOTAL: 349923 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35946 99.42%
-# Correctly spam: 4597 60.00%
-# False positives: 210 0.58%
-# False negatives: 3065 40.00%
-# TCR(l=50): 0.564836 SpamRecall: 59.997% SpamPrec: 95.631%
+# Correctly non-spam: 35936 99.39%
+# Correctly spam: 4583 59.81%
+# False positives: 220 0.61%
+# False negatives: 3079 40.19%
+# TCR(l=50): 0.544215 SpamRecall: 59.815% SpamPrec: 95.420%
##### 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: 288124 99.59%
-# Correctly spam: 20667 34.09%
-# False positives: 1177 0.41%
-# False negatives: 39959 65.91%
-# TCR(l=50): 0.613568 SpamRecall: 34.089% SpamPrec: 94.612%
+# Correctly non-spam: 288111 99.59%
+# Correctly spam: 20768 34.26%
+# False positives: 1187 0.41%
+# False negatives: 39857 65.74%
+# TCR(l=50): 0.611096 SpamRecall: 34.256% SpamPrec: 94.593%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36005 99.58%
-# Correctly spam: 2650 34.59%
-# False positives: 151 0.42%
-# False negatives: 5012 65.41%
-# TCR(l=50): 0.609935 SpamRecall: 34.586% SpamPrec: 94.609%
+# Correctly non-spam: 35994 99.55%
+# Correctly spam: 2612 34.09%
+# False positives: 162 0.45%
+# False negatives: 5050 65.91%
+# TCR(l=50): 0.582662 SpamRecall: 34.090% SpamPrec: 94.160%