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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/07/02 04:54:22 UTC
svn commit: r1862403 [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=1862403&r1=1862402&r2=1862403&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Jul 2 04:54:22 2019
@@ -2,207 +2,206 @@
# 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_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.258
+score AC_FROM_MANY_DOTS 2.142
score AC_HTML_NONSENSE_TAGS 1.999
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_MONEY 2.899
+score ADVANCE_FEE_3_NEW 3.469
+score ADVANCE_FEE_3_NEW_MONEY 2.800
score ADVANCE_FEE_4_NEW 2.599
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.168
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.020
score ADVANCE_FEE_4_NEW_MONEY 2.899
score ADVANCE_FEE_5_NEW 2.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.584
+score ADVANCE_FEE_5_NEW_MONEY 0.512
score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.503
-score ANY_PILL_PRICE 0.509
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.019
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.081
+score AMAZON_IMG_NOT_RCVD_AMZN 1.502
+score ANY_PILL_PRICE 0.328
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.771
score BIGNUM_EMAILS 2.999
-score BITCOIN_DEADLINE 3.000
-score BITCOIN_EXTORT_01 3.480
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 3.499
score BITCOIN_MALWARE 3.499
score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_01 0.001
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_06 1.139
-score BITCOIN_SPAM_07 3.392
+score BITCOIN_SPAM_06 0.001
+score BITCOIN_SPAM_07 3.388
score BITCOIN_SPAM_08 2.499
score BITCOIN_SPAM_09 1.499
-score BITCOIN_SPAM_11 1.315
+score BITCOIN_SPAM_11 2.010
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 2.398
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 1.874
-score CANT_SEE_AD 1.668
+score BOGUS_MSM_HDRS 2.311
+score CANT_SEE_AD 2.330
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.001
-score DATE_IN_FUTURE_96_Q 0.094
-score DEAR_BENEFICIARY 1.431
-score DKIMWL_BL 2.767
+score CK_HELO_GENERIC 0.001 # force non-zero
+score DATE_IN_FUTURE_96_Q 1.825
+score DEAR_BENEFICIARY 1.854
+score DKIMWL_BL 2.765
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.150
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.971
score DX_TEXT_03 0.999
score FILL_THIS_FORM 0.001
score FORGED_MUA_POSTFIX 1.999
-score FORM_FRAUD 0.821
-score FORM_FRAUD_3 2.667
+score FORM_FRAUD 0.877
+score FORM_FRAUD_3 2.699
score FORM_FRAUD_5 2.899
score FOUND_YOU 3.249
-score FREEMAIL_DISPTO 0.499
-score FREEMAIL_FORGED_FROMDOMAIN 0.166
+score FREEMAIL_FORGED_FROMDOMAIN 0.053
score FROMSPACE 0.413
-score FROM_2_EMAILS_SHORT 2.000
-score FROM_ADDR_WS 2.504
+score FROM_2_EMAILS_SHORT 1.999
+score FROM_ADDR_WS 2.499
score FROM_FMBLA_NEWDOM 0.813
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
-score FROM_IN_TO_AND_SUBJ 1.025
+score FROM_IN_TO_AND_SUBJ 2.150
score FROM_MISSPACED 0.001
-score FROM_MISSP_EH_MATCH 0.296
+score FROM_MISSP_EH_MATCH 0.258
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.299
+score FROM_MISSP_PHISH 1.518
+score FROM_MISSP_REPLYTO 0.001
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
-score FROM_NAME_EQ_TO_G_DRIVE 0.054
-score FROM_NTLD_REPLY_FREEMAIL 1.993
-score FROM_PAYPAL_SPOOF 1.257
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NAME_EQ_TO_G_DRIVE 0.004
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_PAYPAL_SPOOF 1.534
score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_WORDY 2.002
-score FROM_WORDY_SHORT 2.090
+score FROM_WORDY 2.119
+score FROM_WORDY_SHORT 0.911
score FROM_WSP_TRAIL 2.599
-score FSL_BULK_SIG 0.001 # force non-zero
-score FSL_CTYPE_WIN1251 0.001
+score FSL_BULK_SIG 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_HELO_FAKE 3.999
-score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 3.099
-score FUZZY_CLICK_HERE 2.699
+score FUZZY_CLICK_HERE 2.087
score FUZZY_UNSUBSCRIBE 2.599
-score GOOGLE_OBFU 0.499
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 0.364
-score HDRS_LCASE 0.099
+score GOOG_REDIR_NORDNS 0.975
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 2.199
-score HEXHASH_WORD 1.527
-score HK_LOTTO 0.999
+score HEXHASH_WORD 1.539
+score HK_LOTTO 1.000
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_FROM 0.999
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_RCVD_IP_MULTICAST 0.001
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 1.417
-score HTML_ENTITY_ASCII 1.081
+score HOSTED_IMG_DIRECT_MX 3.499
+score HTML_ENTITY_ASCII 1.734
score HTML_OFF_PAGE 2.999
-score HTML_SHRT_CMNT_OBFU_MANY 1.891
-score HTML_SINGLET_MANY 1.153
+score HTML_SHRT_CMNT_OBFU_MANY 2.499
+score HTML_SINGLET_MANY 0.379
score HTML_TEXT_INVISIBLE_STYLE 2.894
-score IMG_ALT_HSPACE_CID_ALIGN 2.599
+score IMG_ALT_HSPACE_CID_ALIGN 2.499
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 1.276
-score LONG_HEX_URI 2.488
-score LONG_IMG_URI 1.370
+score LIST_PRTL_SAME_USER 1.278
+score LONG_HEX_URI 2.489
+score LONG_IMG_URI 1.368
score LOTS_OF_MONEY 0.010
score LUCRATIVE 1.999
-score MALFORMED_FREEMAIL 1.399
-score MALF_HTML_B64 2.212
-score MANY_SPAN_IN_TEXT 2.499
-score MILLION_HUNDRED 2.429
+score MALFORMED_FREEMAIL 1.476
+score MALF_HTML_B64 1.695
+score MANY_SPAN_IN_TEXT 2.399
+score MILLION_HUNDRED 2.635
score MILLION_USD 1.999
-score MIMEOLE_DIRECT_TO_MX 2.000
+score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 2.599
-score MONEY_ATM_CARD 2.699
-score MONEY_FORM 0.592
+score MIXED_ES 2.499
+score MONEY_ATM_CARD 1.260
+score MONEY_FORM 0.591
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 0.569
-score MONEY_FRAUD_5 2.024
-score MONEY_FRAUD_8 3.005
+score MONEY_FRAUD_3 0.605
+score MONEY_FRAUD_5 2.839
+score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 0.001
+score MSM_PRIO_REPTO 0.001 # force non-zero
score NORDNS_LOW_CONTRAST 0.001
-score NO_FM_NAME_IP_HOSTN 0.354
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NO_FM_NAME_IP_HOSTN 0.356
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 2.999
-score NUMBERONLY_BITCOIN_EXP 0.001
+score NUMBERONLY_BITCOIN_EXP 0.001 # force non-zero
score OBFU_BITCOIN 2.999
-score OFFER_ONLY_AMERICA 1.060
+score OFFER_ONLY_AMERICA 1.021
score PDS_DBL_URL_LINKBAIT 2.499
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_TO_EQ_FROM_NAME 0.672
-score PHOTO_EDITING_DIRECT 2.999
+score PDS_TO_EQ_FROM_NAME 0.724
+score PHOTO_EDITING_DIRECT 3.000
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.312
+score PP_MIME_FAKE_ASCII_TEXT 0.238
score RATWARE_NO_RDNS 2.999
-score RCVD_IN_MSPIKE_H2 -0.118
-score RDNS_NUM_TLD_ATCHNX 2.848
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_ATCHNX 0.084
score RDNS_NUM_TLD_XM 2.999
-score SEO_SUSP_NTLD 1.199
-score SERGIO_SUBJECT_PORN011 2.499
-score SERGIO_SUBJECT_PORN014 2.538
-score SERGIO_SUBJECT_VIAGRA01 0.001 # force non-zero
-score SHORTENER_SHORT_IMG 2.229
+score SEO_SUSP_NTLD 1.200
+score SERGIO_SUBJECT_PORN011 2.320
+score SERGIO_SUBJECT_PORN014 2.208
+score SERGIO_SUBJECT_VIAGRA01 0.001
+score SHORTENER_SHORT_IMG 2.499
score SHORT_BODY_G_DRIVE_DYN 1.499
score SHORT_IMG_SUSP_NTLD 1.499
-score SINGLETS_LOW_CONTRAST 0.001
+score SINGLETS_LOW_CONTRAST 0.775
score SPOOFED_FREEMAIL_NO_RDNS 1.499
-score SPOOFED_FREEM_REPTO 2.500
+score SPOOFED_FREEM_REPTO 2.499
score STATIC_XPRIO_OLE 0.001
score STOCK_LOW_CONTRAST 0.001
score THIS_AD 0.001
-score THIS_IS_ADV_SUSP_NTLD 0.513
-score TO_EQ_FM_DIRECT_MX 2.151
-score TO_EQ_FM_DOM_SPF_FAIL 0.837
-score TO_EQ_FM_SPF_FAIL 1.214
-score TO_IN_SUBJ 0.100
+score THIS_IS_ADV_SUSP_NTLD 0.903
+score TO_EQ_FM_DIRECT_MX 2.150
+score TO_EQ_FM_DOM_SPF_FAIL 1.085
+score TO_EQ_FM_SPF_FAIL 0.969
+score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 1.219
-score TO_NO_BRKTS_HTML_IMG 2.000
+score TO_NO_BRKTS_FROM_MSSP 1.221
+score TO_NO_BRKTS_HTML_IMG 1.999
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_APP_LOAN 0.814
-score TVD_IP_SING_HEX 2.439
-score TVD_SPACE_ENCODED 0.226
-score TVD_SPACE_RATIO_MINFP 2.500
-score TVD_SUBJ_APPR_LOAN 2.418
-score TVD_SUBJ_NUM_OBFU_MINFP 1.222
+score TVD_APP_LOAN 0.812
+score TVD_IP_SING_HEX 2.085
+score TVD_SPACE_ENCODED 0.907
+score TVD_SPACE_RATIO_MINFP 2.499
+score TVD_SUBJ_APPR_LOAN 2.539
+score TVD_SUBJ_NUM_OBFU_MINFP 1.180
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW 3.499
score URI_BUFFLY 1.999
-score URI_GOOGLE_PROXY 1.899
-score URI_HEX_IP 1.234
+score URI_GOOGLE_PROXY 1.799
+score URI_HEX_IP 1.836
score URI_ONLY_MSGID_MALF 1.496
-score URI_PHISH 3.617
+score URI_PHISH 3.613
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.001 # force non-zero
-score URI_WPADMIN 1.907
+score URI_TRY_3LD 0.001
+score URI_WPADMIN 2.201
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score XPRIO 0.296
-score XPRIO_SHORT_SUBJ 1.801
-score YOU_INHERIT 0.271
-score ZW_OBFU_BITCOIN 0.943
+score URI_WP_HACKED_2 2.500
+score XPRIO 0.295
+score XPRIO_SHORT_SUBJ 1.725
+score YOU_INHERIT 0.270
+score ZW_OBFU_BITCOIN 1.165
score AC_BR_BONANZA 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -238,7 +237,6 @@ 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=1862403&r1=1862402&r2=1862403&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Jul 2 04:54:22 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 375586 36.893% (99.436% of non-spam corpus)
-# Correctly spam: 507250 49.826% (79.216% of spam corpus)
-# False positives: 2130 0.209% (0.564% of nonspam, 107486 weighted)
-# False negatives: 133086 13.073% (20.784% of spam, 287311 weighted)
-# Average score for spam: 10.1 nonspam: 0.6
+# Correctly non-spam: 375759 37.381% (99.450% of non-spam corpus)
+# Correctly spam: 494733 49.216% (78.857% of spam corpus)
+# False positives: 2079 0.207% (0.550% of nonspam, 102945 weighted)
+# False negatives: 132650 13.196% (21.143% of spam, 286438 weighted)
+# Average score for spam: 10.2 nonspam: 0.6
# Average for false-pos: 6.0 false-neg: 2.2
-# TOTAL: 1018052 100.00%
+# TOTAL: 1005221 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 46814 99.42%
-# Correctly spam: 63708 79.71%
-# False positives: 271 0.58%
-# False negatives: 16213 20.29%
-# TCR(l=50): 2.685247 SpamRecall: 79.714% SpamPrec: 99.576%
+# Correctly non-spam: 46833 99.43%
+# Correctly spam: 62184 79.40%
+# False positives: 270 0.57%
+# False negatives: 16133 20.60%
+# TCR(l=50): 2.642898 SpamRecall: 79.400% SpamPrec: 99.568%
##### 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: 364871 96.60%
-# Correctly spam: 285133 44.53%
-# False positives: 12845 3.40%
-# False negatives: 355203 55.47%
-# TCR(l=50): 0.641971 SpamRecall: 44.529% SpamPrec: 95.689%
+# Correctly non-spam: 365125 96.64%
+# Correctly spam: 290519 46.31%
+# False positives: 12713 3.36%
+# False negatives: 336864 53.69%
+# TCR(l=50): 0.645115 SpamRecall: 46.306% SpamPrec: 95.808%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 45501 96.64%
-# Correctly spam: 35699 44.67%
-# False positives: 1584 3.36%
-# False negatives: 44222 55.33%
-# TCR(l=50): 0.647543 SpamRecall: 44.668% SpamPrec: 95.751%
+# Correctly non-spam: 45432 96.45%
+# Correctly spam: 36041 46.02%
+# False positives: 1671 3.55%
+# False negatives: 42276 53.98%
+# TCR(l=50): 0.622423 SpamRecall: 46.019% SpamPrec: 95.569%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1862403&r1=1862402&r2=1862403&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Jul 2 04:54:22 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 387789 37.681% (99.848% of non-spam corpus)
-# Correctly spam: 580987 56.453% (90.670% of spam corpus)
-# False positives: 590 0.057% (0.152% of nonspam, 87371 weighted)
-# False negatives: 59784 5.809% (9.330% of spam, 111279 weighted)
-# Average score for spam: 14.7 nonspam: -2.1
+# Correctly non-spam: 387797 37.685% (99.850% of non-spam corpus)
+# Correctly spam: 581060 56.466% (90.696% of spam corpus)
+# False positives: 582 0.057% (0.150% of nonspam, 86736 weighted)
+# False negatives: 59606 5.792% (9.304% of spam, 110716 weighted)
+# Average score for spam: 14.8 nonspam: -2.1
# Average for false-pos: 9.0 false-neg: 1.9
-# TOTAL: 1029150 100.00%
+# TOTAL: 1029045 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: 72710 90.93%
-# False positives: 105 0.22%
-# False negatives: 7252 9.07%
-# TCR(l=50): 6.395937 SpamRecall: 90.931% SpamPrec: 99.856%
+# Correctly non-spam: 48302 99.79%
+# Correctly spam: 72706 90.94%
+# False positives: 104 0.21%
+# False negatives: 7247 9.06%
+# TCR(l=50): 6.423476 SpamRecall: 90.936% SpamPrec: 99.857%
##### 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: 456477 71.24%
+# Correctly spam: 456295 71.22%
# False positives: 1902 0.49%
-# False negatives: 184294 28.76%
-# TCR(l=50): 2.293431 SpamRecall: 71.239% SpamPrec: 99.585%
+# False negatives: 184371 28.78%
+# TCR(l=50): 2.292424 SpamRecall: 71.222% 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: 57113 71.43%
+# Correctly spam: 57211 71.56%
# False positives: 258 0.53%
-# False negatives: 22849 28.57%
-# TCR(l=50): 2.236762 SpamRecall: 71.425% SpamPrec: 99.550%
+# False negatives: 22742 28.44%
+# TCR(l=50): 2.243224 SpamRecall: 71.556% SpamPrec: 99.551%