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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/06/24 03:56:57 UTC
svn commit: r1879133 [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=1879133&r1=1879132&r2=1879133&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jun 24 03:56:57 2020
@@ -3,201 +3,199 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.958
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.099
+score AC_FROM_MANY_DOTS 2.957
+score AC_HTML_NONSENSE_TAGS 2.000
+score ADMITS_SPAM 3.010
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 2.000
-score ADVANCE_FEE_3_NEW 3.460
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.383
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.853
score ADVANCE_FEE_3_NEW_MONEY 2.599
score ADVANCE_FEE_4_NEW_MONEY 2.299
-score ADVANCE_FEE_5_NEW 2.282
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.628
-score AD_PREFS 0.499
+score ADVANCE_FEE_5_NEW 2.390
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.438
+score AD_PREFS 0.230
score AXB_XMAILER_MIMEOLE_OL_024C2 3.699
-score BITCOIN_EXTORT_01 3.702
-score BODY_SINGLE_URI 1.797
+score BITCOIN_EXTORT_01 3.705
+score BODY_SINGLE_URI 1.799
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.000
+score BODY_URI_ONLY 0.999
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.899
score CTYPE_NULL 2.599
-score DATE_IN_FUTURE_96_Q 1.658
-score DEAR_BENEFICIARY 1.963
-score DKIMWL_BL 2.116
+score DATE_IN_FUTURE_96_Q 1.672
+score DEAR_BENEFICIARY 2.453
+score DKIMWL_BL 2.454
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
-score END_FUTURE_EMAILS 2.036
+score END_FUTURE_EMAILS 2.034
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.600
+score FORGED_RELAY_MUA_TO_MX 3.566
score FORGED_SPF_HELO 0.999
-score FORM_FRAUD_3 0.790
-score FORM_FRAUD_5 0.019
-score FOUND_YOU 3.250
+score FORM_FRAUD_3 1.249
+score FORM_FRAUD_5 0.296
+score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROMSPACE 2.899
+score FROMSPACE 2.900
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_ADDR_WS 0.560
+score FROM_FMBLA_NEWDOM 1.500
+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_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
-score FROM_MISSPACED 1.703
-score FROM_MISSP_DYNIP 2.281
-score FROM_MISSP_EH_MATCH 1.278
-score FROM_MISSP_FREEMAIL 1.903
-score FROM_MISSP_MSFT 2.216
+score FROM_MISSPACED 1.697
+score FROM_MISSP_DYNIP 2.019
+score FROM_MISSP_EH_MATCH 1.417
+score FROM_MISSP_FREEMAIL 1.905
+score FROM_MISSP_MSFT 1.788
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.026
-score FROM_MISSP_USER 0.596
-score FROM_MISSP_XPRIO 2.271
-score FROM_NTLD_REPLY_FREEMAIL 0.001
+score FROM_MISSP_TO_UNDISC 1.415
+score FROM_MISSP_USER 2.251
+score FROM_MISSP_XPRIO 1.990
+score FROM_NTLD_REPLY_FREEMAIL 0.473
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_WORDY 2.499
-score FSL_BULK_SIG 0.994
-score FSL_CTYPE_WIN1251 3.365
-score FSL_NEW_HELO_USER 1.387
-score FSL_THIS_IS_ADV 2.908
+score FSL_BULK_SIG 1.220
+score FSL_CTYPE_WIN1251 1.505
+score FSL_NEW_HELO_USER 0.001
+score FSL_THIS_IS_ADV 2.896
score FUZZY_BITCOIN 2.599
score FUZZY_CLICK_HERE 2.199
score FUZZY_SECURITY 2.299
-score FUZZY_WALLET 0.507
-score GAPPY_GENITALIA 1.331
+score FUZZY_WALLET 1.321
+score GAPPY_GENITALIA 1.745
score GB_BITCOIN_CP 2.999
-score GB_FREEMAIL_DISPTO 0.499
+score GB_FREEMAIL_DISPTO 0.500
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GB_GOOGLE_OBFUS 0.749
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.839
-score HDRS_LCASE 0.100
+score GOOG_REDIR_NORDNS 3.060
+score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.513
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 2.596
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
score HELO_MISC_IP 0.250
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.001
+score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.917
-score HOSTED_IMG_FREEM 1.576
-score HOSTED_IMG_MULTI 2.413
+score HK_SCAM 1.999
+score HOSTED_IMG_FREEM 1.588
+score HOSTED_IMG_MULTI 1.932
score HTML_FONT_TINY_NORDNS 1.499
-score HTML_SINGLET_MANY 0.249
-score HTML_TAG_BALANCE_CENTER 2.099
-score HTML_TEXT_INVISIBLE_STYLE 1.229
-score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.279
-score KHOP_HELO_FCRDNS 0.400
+score HTML_SINGLET_MANY 0.187
+score HTML_TEXT_INVISIBLE_STYLE 1.221
+score IMG_ONLY_FM_DOM_INFO 2.459
+score KB_FORGED_MOZ4 4.300
+score KHOP_FAKE_EBAY 0.001
+score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.451
-score LONG_HEX_URI 1.616
-score LONG_IMG_URI 0.704
+score LIST_PRTL_SAME_USER 2.975
+score LONG_HEX_URI 1.610
+score LONG_IMG_URI 0.709
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 1.145
-score MANY_SPAN_IN_TEXT 2.916
+score MALF_HTML_B64 0.918
+score MANY_SPAN_IN_TEXT 2.808
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.327
-score MIMEOLE_DIRECT_TO_MX 1.999
+score MILLION_HUNDRED 0.001
+score MIMEOLE_DIRECT_TO_MX 1.752
score MIME_NO_TEXT 1.999
-score MIXED_ES 0.891
-score MONEY_ATM_CARD 2.399
+score MIXED_ES 0.701
+score MONEY_ATM_CARD 2.400
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.722
+score MONEY_FORM_SHORT 0.540
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.748
+score MONEY_FRAUD_5 0.655
score MONEY_FRAUD_8 2.699
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 1.948
-score NORDNS_LOW_CONTRAST 2.500
-score NO_FM_NAME_IP_HOSTN 0.489
-score NSL_RCVD_FROM_USER 0.478
-score NSL_RCVD_HELO_USER 0.625
-score OBFU_BITCOIN 0.431
+score MSM_PRIO_REPTO 1.937
+score NORDNS_LOW_CONTRAST 2.499
+score NO_FM_NAME_IP_HOSTN 0.360
+score NSL_RCVD_FROM_USER 0.939
+score NSL_RCVD_HELO_USER 0.940
+score OBFU_BITCOIN 2.630
score OBFU_TEXT_ATTACH 1.499
-score OFFER_ONLY_AMERICA 1.999
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.999
+score OFFER_ONLY_AMERICA 1.943
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 1.000
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FRNOM_TODOM_NAKED_TO 1.500
score PDS_FROM_2_EMAILS 0.999
-score PDS_FROM_NAME_TO_DOMAIN 1.000
+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 1.099
+score PDS_SHORTFWD_URISHRT 1.500
+score PDS_TINYSUBJ_URISHRT 0.855
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 0.266
-score PHP_ORIG_SCRIPT 2.499
+score PDS_TO_EQ_FROM_NAME 1.727
+score PHP_ORIG_SCRIPT 2.500
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 0.917
-score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.966
-score RDNS_NUM_TLD_XM 0.335
+score RATWARE_NO_RDNS 1.918
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_ATCHNX 2.800
+score RDNS_NUM_TLD_XM 0.841
score RISK_FREE 1.600
-score SCRIPT_GIBBERISH 2.499
-score SERGIO_SUBJECT_VIAGRA01 0.001 # force non-zero
+score SERGIO_SUBJECT_VIAGRA01 0.001
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001
+score SINGLETS_LOW_CONTRAST 0.063
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 1.989
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.397
-score SUBJ_UNNEEDED_HTML 1.872
-score SURBL_BLOCKED 0.288
+score SUBJ_OBFU_PUNCT_FEW 0.622
+score SUBJ_OBFU_PUNCT_MANY 1.525
+score SUBJ_UNNEEDED_HTML 1.738
+score SURBL_BLOCKED 0.222
score TAB_IN_FROM 0.001
score TEQF_USR_POLITE 0.001
score THIS_AD 1.799
-score THIS_IS_ADV_SUSP_NTLD 1.427
+score THIS_IS_ADV_SUSP_NTLD 0.816
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.885
+score TO_EQ_FM_DIRECT_MX 1.888
score TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 1.599
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
+score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.247
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.245
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.625
-score TO_NO_BRKTS_PCNT 2.400
+score TO_NO_BRKTS_NORDNS_HTML 1.622
+score TO_NO_BRKTS_PCNT 2.404
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.629
-score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 0.345
+score TVD_SPACE_RATIO_MINFP 1.405
+score UNICODE_OBFU_ASC 2.500
+score UPGRADE_MAILBOX 0.343
score URI_GOOGLE_PROXY 2.199
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.191
+score URI_ONLY_MSGID_MALF 1.927
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.641
-score URI_WPADMIN 2.400
-score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 2.876
+score URI_TRY_3LD 1.642
+score URI_WPADMIN 2.399
+score URI_WP_DIRINDEX 3.500
+score URI_WP_HACKED 3.003
score URI_WP_HACKED_2 2.499
-score XPRIO 0.229
-score XPRIO_SHORT_SUBJ 1.034
+score XPRIO 0.001
+score XPRIO_SHORT_SUBJ 1.031
score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -292,8 +290,6 @@ score MANY_HDRS_LCASE 0.1
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score NUMBERONLY_BITCOIN_EXP 1.000
-score PDS_BTC_NTLD 1.000
score PDS_HELO_SPF_FAIL 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
@@ -305,7 +301,6 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
score SEO_SUSP_NTLD 1.000
-score SHOPIFY_IMG_NOT_RCVD_SFY 1.000
score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
@@ -319,6 +314,7 @@ score UNICODE_OBFU_ZW 1.0
score URI_DATA 1.000
score URI_HEX_IP 1.000
score URI_OPTOUT_3LD 1.000
+score URI_PHISH 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1879133&r1=1879132&r2=1879133&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jun 24 03:56:57 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 873428 74.948% (99.770% of non-spam corpus)
-# Correctly spam: 201417 17.283% (69.468% of spam corpus)
-# False positives: 2016 0.173% (0.230% of nonspam, 20979 weighted)
-# False negatives: 88525 7.596% (30.532% of spam, 149572 weighted)
-# Average score for spam: 6.4 nonspam: 0.5
-# Average for false-pos: 6.3 false-neg: 1.7
-# TOTAL: 1165386 100.00%
+# Correctly non-spam: 302551 50.472% (99.433% of non-spam corpus)
+# Correctly spam: 209407 34.934% (70.946% of spam corpus)
+# False positives: 1725 0.288% (0.567% of nonspam, 51587 weighted)
+# False negatives: 85756 14.306% (29.054% of spam, 147590 weighted)
+# Average score for spam: 6.4 nonspam: 0.6
+# Average for false-pos: 6.2 false-neg: 1.7
+# TOTAL: 599439 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 108990 99.74%
-# Correctly spam: 25194 69.53%
-# False positives: 288 0.26%
-# False negatives: 11042 30.47%
-# TCR(l=50): 1.424259 SpamRecall: 69.528% SpamPrec: 98.870%
+# Correctly non-spam: 37750 99.39%
+# Correctly spam: 26314 71.43%
+# False positives: 230 0.61%
+# False negatives: 10527 28.57%
+# TCR(l=50): 1.672538 SpamRecall: 71.426% SpamPrec: 99.134%
##### 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: 866237 98.95%
-# Correctly spam: 147799 50.98%
-# False positives: 9207 1.05%
-# False negatives: 142143 49.02%
-# TCR(l=50): 0.481237 SpamRecall: 50.975% SpamPrec: 94.136%
+# Correctly non-spam: 295541 97.13%
+# Correctly spam: 154804 52.45%
+# False positives: 8735 2.87%
+# False negatives: 140359 47.55%
+# TCR(l=50): 0.511451 SpamRecall: 52.447% SpamPrec: 94.659%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 108124 98.94%
-# Correctly spam: 18467 50.96%
-# False positives: 1154 1.06%
-# False negatives: 17769 49.04%
-# TCR(l=50): 0.480144 SpamRecall: 50.963% SpamPrec: 94.119%
+# Correctly non-spam: 36862 97.06%
+# Correctly spam: 19270 52.31%
+# False positives: 1118 2.94%
+# False negatives: 17571 47.69%
+# TCR(l=50): 0.501436 SpamRecall: 52.306% SpamPrec: 94.516%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1879133&r1=1879132&r2=1879133&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jun 24 03:56:57 2020
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 300479 51.739% (99.823% of non-spam corpus)
-# Correctly spam: 236427 40.710% (84.515% of spam corpus)
-# False positives: 534 0.092% (0.177% of nonspam, 30454 weighted)
-# False negatives: 43320 7.459% (15.485% of spam, 81497 weighted)
-# Average score for spam: 15.9 nonspam: -2.6
+# Correctly non-spam: 300476 51.741% (99.822% of non-spam corpus)
+# Correctly spam: 236396 40.707% (84.512% of spam corpus)
+# False positives: 537 0.092% (0.178% of nonspam, 30632 weighted)
+# False negatives: 43322 7.460% (15.488% of spam, 81335 weighted)
+# Average score for spam: 16.0 nonspam: -2.6
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 580760 100.00%
+# TOTAL: 580731 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37496 99.81%
-# Correctly spam: 29553 84.45%
-# False positives: 72 0.19%
-# False negatives: 5443 15.55%
-# TCR(l=50): 3.869955 SpamRecall: 84.447% SpamPrec: 99.757%
+# Correctly non-spam: 37497 99.81%
+# Correctly spam: 29517 84.35%
+# False positives: 71 0.19%
+# False negatives: 5477 15.65%
+# TCR(l=50): 3.876592 SpamRecall: 84.349% SpamPrec: 99.760%
##### 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: 298754 99.25%
-# Correctly spam: 163885 58.58%
+# Correctly spam: 163931 58.61%
# False positives: 2259 0.75%
-# False negatives: 115862 41.42%
-# TCR(l=50): 1.222606 SpamRecall: 58.583% SpamPrec: 98.640%
+# False negatives: 115787 41.39%
+# TCR(l=50): 1.222880 SpamRecall: 58.606% SpamPrec: 98.641%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 37297 99.28%
-# Correctly spam: 20580 58.81%
+# Correctly spam: 20450 58.44%
# False positives: 271 0.72%
-# False negatives: 14416 41.19%
-# TCR(l=50): 1.251377 SpamRecall: 58.807% SpamPrec: 98.700%
+# False negatives: 14544 41.56%
+# TCR(l=50): 1.245604 SpamRecall: 58.439% SpamPrec: 98.692%