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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/07/06 04:53:18 UTC
svn commit: r1862640 [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=1862640&r1=1862639&r2=1862640&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Jul 6 04:53:18 2019
@@ -1,205 +1,203 @@
# Using score set 1 logs for revision 1862308 from:
# ham-net-axb-coi-bulk.r1862308.log ham-net-axb-generic.r1862308.log ham-net-axb-ham-misc.r1862308.log ham-net-darxus.r1862308.log ham-net-ena-week0.r1862308.log ham-net-ena-week1.r1862308.log ham-net-ena-week2.r1862308.log ham-net-ena-week3.r1862308.log ham-net-ena-week4.r1862308.log ham-net-giovanni-ham.r1862308.log ham-net-giovanni-spammy.r1862308.log ham-net-giovanni-spam.r1862308.log ham-net-grenier.r1862308.log ham-net-hege.r1862308.log ham-net-jarif.r1862308.log ham-net-jbrooks.r1862308.log ham-net-llanga.r1862308.log ham-net-mmiroslaw-mails-ham.r1862308.log ham-net-mmiroslaw-mails-spam.r1862308.log ham-net-npiazzi.r1862308.log ham-net-pds.r1862308.log ham-net-sihde.r1862308.log ham-net-spamsponge.r1862308.log ham-net-thendrikx.r1862308.log spam-net-axb-coi-bulk.r1862308.log spam-net-axb-generic.r1862308.log spam-net-axb-ham-misc.r1862308.log spam-net-darxus.r1862308.log spam-net-ena-week0.r1862308.log spam-net-ena-week1.r1862308.log spam-net-ena-week2.r1862308.log spam-net-e
na-week3.r1862308.log spam-net-ena-week4.r1862308.log spam-net-giovanni-ham.r1862308.log spam-net-giovanni-spammy.r1862308.log spam-net-giovanni-spam.r1862308.log spam-net-grenier.r1862308.log spam-net-hege.r1862308.log spam-net-jarif.r1862308.log spam-net-jbrooks.r1862308.log spam-net-llanga.r1862308.log spam-net-mmiroslaw-mails-ham.r1862308.log spam-net-mmiroslaw-mails-spam.r1862308.log spam-net-npiazzi.r1862308.log spam-net-pds.r1862308.log spam-net-sihde.r1862308.log spam-net-spamsponge.r1862308.log spam-net-thendrikx.r1862308.log
-score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.891
+score AC_FROM_MANY_DOTS 2.957
score AC_HTML_NONSENSE_TAGS 1.999
-score ADVANCE_FEE_2_NEW_MONEY 2.000
-score ADVANCE_FEE_3_NEW 3.467
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.469
score ADVANCE_FEE_3_NEW_MONEY 2.899
-score ADVANCE_FEE_4_NEW 2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.970
-score ADVANCE_FEE_4_NEW_MONEY 2.899
+score ADVANCE_FEE_4_NEW 2.600
+score ADVANCE_FEE_4_NEW_MONEY 2.999
score ADVANCE_FEE_5_NEW 2.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.488
-score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.503
-score ANY_PILL_PRICE 1.448
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.637
+score ADVANCE_FEE_5_NEW_MONEY 0.565
+score AD_PREFS 0.500
+score AMAZON_IMG_NOT_RCVD_AMZN 1.500
+score ANY_PILL_PRICE 0.222
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.002
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.499
score BIGNUM_EMAILS 2.999
-score BITCOIN_DEADLINE 3.000
+score BITCOIN_DEADLINE 2.999
score BITCOIN_EXTORT_01 3.497
-score BITCOIN_MALWARE 3.499
-score BITCOIN_PAY_ME 3.000
+score BITCOIN_MALWARE 3.500
+score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_01 0.001
-score BITCOIN_SPAM_02 2.500
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_06 0.201
-score BITCOIN_SPAM_07 3.392
+score BITCOIN_SPAM_06 0.822
+score BITCOIN_SPAM_07 3.383
score BITCOIN_SPAM_08 2.499
score BITCOIN_SPAM_09 1.499
-score BITCOIN_SPAM_11 1.220
+score BITCOIN_SPAM_11 1.967
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 2.398
+score BODY_SINGLE_WORD 2.397
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 0.539
-score CANT_SEE_AD 2.440
+score BOGUS_MSM_HDRS 0.018
+score CANT_SEE_AD 1.824
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.001
-score DATE_IN_FUTURE_96_Q 2.133
-score DEAR_BENEFICIARY 1.773
-score DKIMWL_BL 2.768
+score CK_HELO_GENERIC 0.001 # force non-zero
+score DATE_IN_FUTURE_96_Q 2.048
+score DEAR_BENEFICIARY 1.787
+score DKIMWL_BL 2.767
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.857
-score DX_TEXT_03 0.999
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.266
+score DX_TEXT_03 1.000
score FILL_THIS_FORM 0.001
-score FORM_FRAUD 0.394
-score FORM_FRAUD_3 2.497
+score FORM_FRAUD 0.296
+score FORM_FRAUD_3 2.698
score FORM_FRAUD_5 2.899
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.040
+score FREEMAIL_FORGED_FROMDOMAIN 0.142
score FROMSPACE 0.414
score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 2.500
+score FROM_ADDR_WS 2.497
score FROM_FMBLA_NEWDOM 0.812
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_IN_TO_AND_SUBJ 1.204
+score FROM_IN_TO_AND_SUBJ 1.340
score FROM_MISSPACED 0.001
-score FROM_MISSP_EH_MATCH 0.276
+score FROM_MISSP_EH_MATCH 0.282
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.235
-score FROM_MISSP_REPLYTO 0.341
+score FROM_MISSP_REPLYTO 0.340
score FROM_MISSP_SPF_FAIL 1.999
score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_NAME_EQ_TO_G_DRIVE 0.007
-score FROM_NTLD_REPLY_FREEMAIL 1.997
-score FROM_PAYPAL_SPOOF 1.360
+score FROM_MISSP_XPRIO 0.001
+score FROM_NAME_EQ_TO_G_DRIVE 0.022
+score FROM_NTLD_REPLY_FREEMAIL 1.996
+score FROM_PAYPAL_SPOOF 1.437
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_WORDY 1.370
-score FROM_WORDY_SHORT 1.992
-score FROM_WSP_TRAIL 2.599
+score FROM_WORDY 1.304
+score FROM_WORDY_SHORT 0.473
+score FROM_WSP_TRAIL 2.600
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 3.999
score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 3.099
-score FUZZY_CLICK_HERE 2.148
+score FUZZY_CLICK_HERE 2.261
score FUZZY_UNSUBSCRIBE 2.599
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 0.336
+score GOOG_REDIR_NORDNS 1.187
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_DIRECT 2.000
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
-score HELO_MISC_IP 0.001 # force non-zero
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001
+score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 2.199
-score HEXHASH_WORD 1.527
+score HEXHASH_WORD 1.528
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_FROM 0.999
+score HK_NAME_FM_MR_MRS 1.500
+score HK_NAME_FROM 1.000
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_RCVD_IP_MULTICAST 0.001
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 1.656
-score HTML_ENTITY_ASCII 0.164
+score HOSTED_IMG_DIRECT_MX 0.988
+score HTML_ENTITY_ASCII 0.930
score HTML_OFF_PAGE 2.999
-score HTML_SHRT_CMNT_OBFU_MANY 2.142
-score HTML_SINGLET_MANY 0.711
-score HTML_TEXT_INVISIBLE_STYLE 2.898
-score IMG_ALT_HSPACE_CID_ALIGN 2.600
+score HTML_SHRT_CMNT_OBFU_MANY 2.444
+score HTML_SINGLET_MANY 0.862
+score HTML_TEXT_INVISIBLE_STYLE 2.897
+score IMG_ALT_HSPACE_CID_ALIGN 2.599
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score LIST_PARTIAL_SHORT_MSG 2.499
+score LIST_PARTIAL_SHORT_MSG 2.500
score LIST_PRTL_SAME_USER 1.278
-score LONG_HEX_URI 2.489
+score LONG_HEX_URI 2.487
score LONG_IMG_URI 1.368
score LOTS_OF_MONEY 0.010
score LUCRATIVE 1.999
-score MALFORMED_FREEMAIL 1.492
-score MALF_HTML_B64 2.771
+score MALFORMED_FREEMAIL 1.417
+score MALF_HTML_B64 2.745
score MANY_SPAN_IN_TEXT 2.399
-score MILLION_HUNDRED 2.134
-score MILLION_USD 1.882
-score MIMEOLE_DIRECT_TO_MX 2.000
+score MILLION_HUNDRED 2.899
+score MILLION_USD 1.981
+score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
score MIXED_ES 2.599
-score MONEY_ATM_CARD 2.650
+score MONEY_ATM_CARD 1.448
score MONEY_FORM 0.592
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 0.603
-score MONEY_FRAUD_5 1.876
-score MONEY_FRAUD_8 2.933
+score MONEY_FRAUD_3 0.575
+score MONEY_FRAUD_5 1.624
+score MONEY_FRAUD_8 2.928
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
score MSM_PRIO_REPTO 0.001
-score NORDNS_LOW_CONTRAST 0.001 # force non-zero
+score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.353
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.999
+score NSL_RCVD_HELO_USER 3.000
score NUMBERONLY_BITCOIN_EXP 0.001
score OBFU_BITCOIN 2.999
-score OFFER_ONLY_AMERICA 1.958
+score OFFER_ONLY_AMERICA 1.987
score PDS_DBL_URL_LINKBAIT 2.499
-score PDS_DBL_URL_TNB_RUNON 1.393
-score PDS_TO_EQ_FROM_NAME 0.721
+score PDS_DBL_URL_TNB_RUNON 2.000
+score PDS_TO_EQ_FROM_NAME 0.706
score PHOTO_EDITING_DIRECT 2.999
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.262
+score PP_MIME_FAKE_ASCII_TEXT 0.296
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.058
-score RDNS_NUM_TLD_ATCHNX 2.780
+score RDNS_NUM_TLD_ATCHNX 1.401
score RDNS_NUM_TLD_XM 2.999
score SEO_SUSP_NTLD 1.199
score SERGIO_SUBJECT_PORN011 2.499
-score SERGIO_SUBJECT_PORN014 2.194
+score SERGIO_SUBJECT_PORN014 2.276
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORTENER_SHORT_IMG 2.270
+score SHORTENER_SHORT_IMG 2.286
score SHORT_BODY_G_DRIVE_DYN 1.499
-score SHORT_IMG_SUSP_NTLD 0.001
-score SINGLETS_LOW_CONTRAST 0.443
+score SHORT_IMG_SUSP_NTLD 1.499
+score SINGLETS_LOW_CONTRAST 0.290
score SPOOFED_FREEMAIL_NO_RDNS 1.499
score SPOOFED_FREEM_REPTO 2.499
score STATIC_XPRIO_OLE 0.001
score STOCK_LOW_CONTRAST 0.001
-score THIS_AD 0.001 # force non-zero
-score THIS_IS_ADV_SUSP_NTLD 0.626
-score TO_EQ_FM_DIRECT_MX 2.156
-score TO_EQ_FM_DOM_SPF_FAIL 0.586
-score TO_EQ_FM_SPF_FAIL 1.466
-score TO_IN_SUBJ 0.100
+score THIS_AD 0.001
+score THIS_IS_ADV_SUSP_NTLD 0.250
+score TO_EQ_FM_DIRECT_MX 2.152
+score TO_EQ_FM_DOM_SPF_FAIL 1.118
+score TO_EQ_FM_SPF_FAIL 0.935
+score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 1.215
+score TO_NO_BRKTS_FROM_MSSP 1.217
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_HTML_ONLY 1.999
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_SING_HEX 2.780
-score TVD_SPACE_ENCODED 0.544
+score TO_NO_BRKTS_PCNT 2.500
+score TVD_IP_SING_HEX 1.743
+score TVD_SPACE_ENCODED 0.484
score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_APPR_LOAN 2.899
-score TVD_SUBJ_NUM_OBFU_MINFP 1.453
+score TVD_SUBJ_APPR_LOAN 2.799
+score TVD_SUBJ_NUM_OBFU_MINFP 0.302
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_ZW 3.499
-score URI_BUFFLY 1.999
-score URI_GOOGLE_PROXY 1.799
-score URI_HEX_IP 0.992
-score URI_ONLY_MSGID_MALF 1.499
-score URI_PHISH 3.523
+score UNICODE_OBFU_ZW 2.620
+score URI_BUFFLY 1.705
+score URI_GOOGLE_PROXY 1.899
+score URI_HEX_IP 2.151
+score URI_ONLY_MSGID_MALF 1.492
+score URI_PHISH 3.370
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 0.001
-score URI_WPADMIN 1.881
+score URI_WPADMIN 1.768
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score XPRIO 0.300
-score XPRIO_SHORT_SUBJ 1.573
-score YOU_INHERIT 0.423
-score ZW_OBFU_BITCOIN 1.964
+score XPRIO_SHORT_SUBJ 1.199
+score YOU_INHERIT 0.286
+score ZW_OBFU_BITCOIN 1.638
+score AC_BR_BONANZA 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -234,6 +232,7 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
+score FROM_MISSP_PHISH 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1862640&r1=1862639&r2=1862640&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Jul 6 04:53:18 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 434656 39.172% (99.411% of non-spam corpus)
-# Correctly spam: 533597 48.089% (79.359% of spam corpus)
-# False positives: 2577 0.232% (0.589% of nonspam, 115069 weighted)
-# False negatives: 138783 12.507% (20.641% of spam, 290828 weighted)
-# Average score for spam: 10.2 nonspam: 0.7
+# Correctly non-spam: 434732 39.181% (99.428% of non-spam corpus)
+# Correctly spam: 531513 47.903% (79.056% of spam corpus)
+# False positives: 2501 0.225% (0.572% of nonspam, 111864 weighted)
+# False negatives: 140815 12.691% (20.944% of spam, 301066 weighted)
+# Average score for spam: 10.4 nonspam: 0.7
# Average for false-pos: 5.8 false-neg: 2.1
-# TOTAL: 1109613 100.00%
+# TOTAL: 1109561 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54147 99.33%
-# Correctly spam: 66624 79.40%
-# False positives: 365 0.67%
-# False negatives: 17283 20.60%
-# TCR(l=50): 2.361382 SpamRecall: 79.402% SpamPrec: 99.455%
+# Correctly non-spam: 54151 99.34%
+# Correctly spam: 66557 79.33%
+# False positives: 361 0.66%
+# False negatives: 17340 20.67%
+# TCR(l=50): 2.370641 SpamRecall: 79.332% SpamPrec: 99.461%
##### 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: 422236 96.57%
-# Correctly spam: 312375 46.46%
+# Correctly spam: 312383 46.46%
# False positives: 14997 3.43%
-# False negatives: 360005 53.54%
-# TCR(l=50): 0.605827 SpamRecall: 46.458% SpamPrec: 95.419%
+# False negatives: 359945 53.54%
+# TCR(l=50): 0.605813 SpamRecall: 46.463% SpamPrec: 95.419%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52630 96.55%
-# Correctly spam: 38909 46.37%
+# Correctly spam: 38894 46.36%
# False positives: 1882 3.45%
-# False negatives: 44998 53.63%
-# TCR(l=50): 0.603222 SpamRecall: 46.372% SpamPrec: 95.386%
+# False negatives: 45003 53.64%
+# TCR(l=50): 0.603129 SpamRecall: 46.359% SpamPrec: 95.385%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1862640&r1=1862639&r2=1862640&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Jul 6 04:53:18 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 387786 37.691% (99.847% of non-spam corpus)
-# Correctly spam: 580861 56.458% (90.694% of spam corpus)
-# False positives: 593 0.058% (0.153% of nonspam, 87591 weighted)
-# False negatives: 59603 5.793% (9.306% of spam, 110720 weighted)
-# Average score for spam: 14.6 nonspam: -2.1
+# Correctly non-spam: 387794 37.694% (99.849% of non-spam corpus)
+# Correctly spam: 580865 56.461% (90.702% of spam corpus)
+# False positives: 585 0.057% (0.151% of nonspam, 86921 weighted)
+# False negatives: 59544 5.788% (9.298% of spam, 110427 weighted)
+# Average score for spam: 14.5 nonspam: -2.1
# Average for false-pos: 9.0 false-neg: 1.9
-# TOTAL: 1028843 100.00%
+# TOTAL: 1028788 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 48301 99.78%
-# Correctly spam: 72751 91.02%
+# Correctly spam: 72689 90.95%
# False positives: 105 0.22%
-# False negatives: 7175 8.98%
-# TCR(l=50): 6.432676 SpamRecall: 91.023% SpamPrec: 99.856%
+# False negatives: 7235 9.05%
+# TCR(l=50): 6.401602 SpamRecall: 90.948% SpamPrec: 99.856%
##### 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: 386477 99.51%
-# Correctly spam: 456202 71.23%
+# Correctly spam: 456314 71.25%
# False positives: 1902 0.49%
-# False negatives: 184262 28.77%
-# TCR(l=50): 2.292595 SpamRecall: 71.230% SpamPrec: 99.585%
+# False negatives: 184095 28.75%
+# TCR(l=50): 2.293770 SpamRecall: 71.254% SpamPrec: 99.585%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 48148 99.47%
-# Correctly spam: 57320 71.72%
+# Correctly spam: 57203 71.57%
# False positives: 258 0.53%
-# False negatives: 22606 28.28%
-# TCR(l=50): 2.251056 SpamRecall: 71.716% SpamPrec: 99.552%
+# False negatives: 22721 28.43%
+# TCR(l=50): 2.243733 SpamRecall: 71.572% SpamPrec: 99.551%