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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/14 05:39:57 UTC
svn commit: r1874000 [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=1874000&r1=1873999&r2=1874000&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Feb 14 05:39:57 2020
@@ -3,222 +3,221 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.365
-score ADMITS_SPAM 2.310
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.467
-score ADVANCE_FEE_3_NEW_MONEY 0.959
-score ADVANCE_FEE_4_NEW 2.465
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.527
-score ADVANCE_FEE_4_NEW_MONEY 1.056
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.309
+score AC_FROM_MANY_DOTS 2.360
+score ADMITS_SPAM 1.861
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.465
+score ADVANCE_FEE_3_NEW_MONEY 1.447
+score ADVANCE_FEE_4_NEW 0.001
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.445
+score ADVANCE_FEE_4_NEW_MONEY 1.227
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.322
score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 0.850
-score AMAZON_IMG_NOT_RCVD_AMZN 2.052
+score ALIBABA_IMG_NOT_RCVD_ALI 0.906
+score AMAZON_IMG_NOT_RCVD_AMZN 1.567
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 3.957
+score BITCOIN_EXTORT_01 2.902
score BITCOIN_MALWARE 0.001
-score BITCOIN_PAY_ME 2.320
-score BITCOIN_SPAM_02 1.420
+score BITCOIN_PAY_ME 2.105
+score BITCOIN_SPAM_02 1.419
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 2.198
-score BITCOIN_SPAM_07 2.893
-score BITCOIN_SPAM_09 1.082
-score BODY_EMPTY 1.339
-score BODY_SINGLE_URI 2.497
-score BODY_SINGLE_WORD 2.497
-score BODY_URI_ONLY 0.998
-score BOGUS_MIME_VERSION 0.436
-score BOGUS_MSM_HDRS 1.672
+score BITCOIN_SPAM_05 1.871
+score BITCOIN_SPAM_07 2.897
+score BITCOIN_SPAM_09 1.499
+score BODY_EMPTY 1.336
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 2.450
+score BODY_URI_ONLY 0.999
+score BOGUS_MIME_VERSION 0.520
+score BOGUS_MSM_HDRS 1.681
score CANT_SEE_AD 2.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.998
+score CTE_8BIT_MISMATCH 1.000
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.300
-score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001
+score DKIMWL_BL 2.299
+score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score DX_TEXT_03 2.899
-score END_FUTURE_EMAILS 2.156
+score DX_TEXT_03 2.999
+score END_FUTURE_EMAILS 1.257
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.695
-score FORGED_SPF_HELO 1.439
+score FORGED_RELAY_MUA_TO_MX 3.599
+score FORGED_SPF_HELO 1.211
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 2.581
+score FORM_FRAUD_3 2.548
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 1.609
-score FROM_ADDR_WS 2.375
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 0.001 # force non-zero
+score FROM_2_EMAILS_SHORT 1.681
+score FROM_ADDR_WS 2.235
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.798
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.364
+score FROM_MISSP_DYNIP 3.360
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.504
+score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 1.172
-score FROM_MISSP_SPF_FAIL 1.036
-score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_REPLYTO 0.001
+score FROM_MISSP_SPF_FAIL 1.037
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_LINKBAIT 1.521
+score FROM_NAME_EQ_TO_G_DRIVE 0.006
+score FROM_NTLD_LINKBAIT 0.315
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.489
-score FROM_SUSPICIOUS_NTLD_FP 1.908
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.965
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.808
-score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 0.994
-score FUZZY_BITCOIN 3.795
+score FSL_HELO_FAKE 1.797
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_THIS_IS_ADV 1.850
+score FUZZY_BITCOIN 3.799
score FUZZY_BTC_WALLET 0.001
-score FUZZY_SECURITY 2.832
+score FUZZY_SECURITY 2.055
score FUZZY_WALLET 0.001
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 0.628
-score GB_FREEMAIL_DISPTO 0.001
+score GB_BITCOIN_NH 1.600
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUR 0.732
-score GB_GOOGLE_OBFUS 0.749
+score GB_GOOGLE_OBFUR 0.001
+score GB_GOOGLE_OBFUS 0.750
score GB_WP_FILELINK 0.001
-score GOOG_REDIR_HTML_ONLY 1.309
+score GOOG_REDIR_HTML_ONLY 1.307
score GOOG_REDIR_NORDNS 2.999
-score HDRS_LCASE 0.001 # force non-zero
-score HDRS_LCASE_IMGONLY 0.098
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.067
score HELO_NO_DOMAIN 0.001
-score HK_GOLDDUST 2.799
+score HK_GOLDDUST 2.628
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_RCVD_IP_MULTICAST 0.467
-score HK_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 1.788
-score HOSTED_IMG_MULTI 2.544
-score HTML_OFF_PAGE 1.086
-score HTML_SINGLET_MANY 1.829
-score HTML_TAG_BALANCE_CENTER 2.764
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 0.025
+score HOSTED_IMG_MULTI 1.667
+score HTML_OFF_PAGE 1.112
+score HTML_SINGLET_MANY 1.792
+score HTML_TAG_BALANCE_CENTER 2.892
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.221
+score HTML_TEXT_INVISIBLE_STYLE 1.286
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.547
-score KHOP_HELO_FCRDNS 0.275
+score KHOP_FAKE_EBAY 0.906
+score KHOP_HELO_FCRDNS 0.276
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.486
-score LONG_HEX_URI 2.517
-score LONG_IMG_URI 1.374
+score LIST_PRTL_SAME_USER 0.352
+score LONG_HEX_URI 2.456
+score LONG_IMG_URI 2.687
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.631
-score MALF_HTML_B64 1.464
-score MALWARE_NORDNS 0.001
+score MALFORMED_FREEMAIL 1.488
+score MALF_HTML_B64 2.480
+score MALWARE_NORDNS 0.001 # force non-zero
score MALWARE_PASSWORD 3.499
-score MAY_BE_FORGED 1.231
-score MILLION_HUNDRED 2.696
+score MAY_BE_FORGED 1.387
+score MILLION_HUNDRED 2.233
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 2.497
+score MIXED_ES 2.499
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.389
-score MONEY_FRAUD_3 0.001
+score MONEY_FORM_SHORT 1.689
+score MONEY_FRAUD_3 0.998
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.246
-score MONEY_FROM_41 1.999
-score NORDNS_LOW_CONTRAST 2.497
-score NO_FM_NAME_IP_HOSTN 1.836
+score MONEY_FRAUD_8 2.259
+score MONEY_FROM_41 2.000
+score NORDNS_LOW_CONTRAST 2.439
+score NO_FM_NAME_IP_HOSTN 1.273
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_ILLEGAL_CHARS 0.654
-score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 1.498
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.292
+score PDS_DBL_URL_ILLEGAL_CHARS 0.153
+score PDS_DBL_URL_TNB_RUNON 1.681
+score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.384
+score PDS_FROM_2_EMAILS 2.312
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.088
-score PDS_OTHER_BAD_TLD 1.517
+score PDS_HP_HELO_NORDNS 0.001
+score PDS_OTHER_BAD_TLD 1.456
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
-score PDS_PHP_EVAL 1.498
+score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 0.789
-score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_SHORT_BOGUS_MSM_HDRS 1.999
+score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.340
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
score PDS_TO_EQ_FROM_NAME 0.001
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RATWARE_NO_RDNS 2.996
-score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.104
-score RDNS_NUM_TLD_XM 2.645
-score RISK_FREE 1.260
-score SERGIO_SUBJECT_PORN014 4.000
+score PP_MIME_FAKE_ASCII_TEXT 1.000
+score RATWARE_NO_RDNS 2.999
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_ATCHNX 0.744
+score RDNS_NUM_TLD_XM 2.743
+score RISK_FREE 1.392
+score SERGIO_SUBJECT_PORN014 3.999
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.925
-score SHORT_BODY_G_DRIVE_DYN 1.260
-score SHORT_IMG_SUSP_NTLD 0.446
-score SHORT_SHORTNER 1.997
-score SINGLETS_LOW_CONTRAST 0.310
-score SPOOFED_FREEMAIL 1.997
-score SPOOFED_FREEMAIL_NO_RDNS 1.498
-score SPOOFED_FREEM_REPTO 2.497
-score STATIC_XPRIO_OLE 1.000
-score STOCK_LOW_CONTRAST 2.497
-score SUBJ_OBFU_PUNCT_FEW 0.748
-score SUBJ_OBFU_PUNCT_MANY 1.747
+score SHORTENER_SHORT_IMG 0.001
+score SHORT_BODY_G_DRIVE_DYN 1.080
+score SHORT_IMG_SUSP_NTLD 0.851
+score SHORT_SHORTNER 1.999
+score SINGLETS_LOW_CONTRAST 0.351
+score SPOOFED_FREEMAIL 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 1.499
+score SPOOFED_FREEM_REPTO 2.499
+score STATIC_XPRIO_OLE 0.483
+score STOCK_LOW_CONTRAST 2.499
+score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_MANY 1.749
score SUSPNTLD_EXPIRATION_EXTORT 0.001
score TEQF_USR_POLITE 0.001
-score THIS_AD 1.697
-score THIS_IS_ADV_SUSP_NTLD 1.446
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
+score THIS_AD 1.599
+score THIS_IS_ADV_SUSP_NTLD 0.030
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 1.498
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.800
-score TO_EQ_FM_DOM_SPF_FAIL 0.799
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.098
+score TO_EQ_FM_DOM_HTML_ONLY 0.938
+score TO_EQ_FM_DOM_SPF_FAIL 0.009
+score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
+score TO_EQ_FM_SPF_FAIL 0.317
+score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 1.329
+score TO_NO_BRKTS_FROM_MSSP 1.342
score TO_NO_BRKTS_HTML_IMG 0.834
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.230
-score TO_NO_BRKTS_NORDNS_HTML 1.402
-score TVD_SPACE_ENCODED 0.001 # force non-zero
-score TVD_SPACE_RATIO_MINFP 1.506
-score UNICODE_OBFU_ASC 2.497
-score UPGRADE_MAILBOX 0.413
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.795
+score TO_NO_BRKTS_NORDNS_HTML 1.387
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 1.360
+score UNICODE_OBFU_ASC 2.499
+score UPGRADE_MAILBOX 1.090
score URI_BUFFLY 1.999
-score URI_GOOGLE_PROXY 2.497
-score URI_ONLY_MSGID_MALF 0.217
-score URI_PHISH 3.568
-score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.997
+score URI_GOOGLE_PROXY 2.399
+score URI_ONLY_MSGID_MALF 0.214
+score URI_PHISH 3.625
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 2.000
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.496
+score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 2.499
+score YOU_INHERIT 2.393
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -274,6 +273,7 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
+score HK_RCVD_IP_MULTICAST 1.000
score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_FREEM 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1874000&r1=1873999&r2=1874000&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Feb 14 05:39:57 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 742639 54.567% (99.468% of non-spam corpus)
-# Correctly spam: 484780 35.620% (78.909% of spam corpus)
-# False positives: 3970 0.292% (0.532% of nonspam, 93022 weighted)
-# False negatives: 129571 9.521% (21.091% of spam, 260157 weighted)
+# Correctly non-spam: 746863 53.729% (99.601% of non-spam corpus)
+# Correctly spam: 492404 35.423% (76.913% of spam corpus)
+# False positives: 2989 0.215% (0.399% of nonspam, 75040 weighted)
+# False negatives: 147801 10.633% (23.087% of spam, 344244 weighted)
# Average score for spam: 9.6 nonspam: 0.6
-# Average for false-pos: 5.7 false-neg: 2.0
-# TOTAL: 1360960 100.00%
+# Average for false-pos: 5.9 false-neg: 2.3
+# TOTAL: 1390057 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92574 99.42%
-# Correctly spam: 60626 78.99%
-# False positives: 539 0.58%
-# False negatives: 16130 21.01%
-# TCR(l=50): 1.781708 SpamRecall: 78.985% SpamPrec: 99.119%
+# Correctly non-spam: 93057 99.51%
+# Correctly spam: 61991 77.58%
+# False positives: 459 0.49%
+# False negatives: 17916 22.42%
+# TCR(l=50): 1.955342 SpamRecall: 77.579% SpamPrec: 99.265%
##### 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: 731982 98.04%
-# Correctly spam: 218601 35.58%
-# False positives: 14627 1.96%
-# False negatives: 395750 64.42%
-# TCR(l=50): 0.545072 SpamRecall: 35.582% SpamPrec: 93.728%
+# Correctly non-spam: 735273 98.06%
+# Correctly spam: 219196 34.24%
+# False positives: 14579 1.94%
+# False negatives: 421009 65.76%
+# TCR(l=50): 0.556720 SpamRecall: 34.238% SpamPrec: 93.764%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91298 98.05%
-# Correctly spam: 27325 35.60%
-# False positives: 1815 1.95%
-# False negatives: 49431 64.40%
-# TCR(l=50): 0.547549 SpamRecall: 35.600% SpamPrec: 93.771%
+# Correctly non-spam: 91674 98.03%
+# Correctly spam: 27437 34.34%
+# False positives: 1842 1.97%
+# False negatives: 52470 65.66%
+# TCR(l=50): 0.552722 SpamRecall: 34.336% SpamPrec: 93.709%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1874000&r1=1873999&r2=1874000&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Feb 14 05:39:57 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 728177 53.616% (98.598% of non-spam corpus)
-# Correctly spam: 534992 39.392% (86.346% of spam corpus)
-# False positives: 10353 0.762% (1.402% of nonspam, 731879 weighted)
-# False negatives: 84601 6.229% (13.654% of spam, 136793 weighted)
-# Average score for spam: 20.1 nonspam: -2.4
+# Correctly non-spam: 728141 53.616% (98.593% of non-spam corpus)
+# Correctly spam: 535251 39.413% (86.396% of spam corpus)
+# False positives: 10388 0.765% (1.407% of nonspam, 732872 weighted)
+# False negatives: 84283 6.206% (13.604% of spam, 134339 weighted)
+# Average score for spam: 20.3 nonspam: -2.4
# Average for false-pos: 8.4 false-neg: 1.6
-# TOTAL: 1358123 100.00%
+# TOTAL: 1358063 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 90832 98.62%
-# Correctly spam: 66797 86.33%
-# False positives: 1268 1.38%
-# False negatives: 10581 13.67%
-# TCR(l=50): 1.045917 SpamRecall: 86.326% SpamPrec: 98.137%
+# Correctly non-spam: 90369 98.12%
+# Correctly spam: 66800 86.34%
+# False positives: 1729 1.88%
+# False negatives: 10570 13.66%
+# TCR(l=50): 0.797464 SpamRecall: 86.338% SpamPrec: 97.477%
##### 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: 736192 99.68%
-# Correctly spam: 323462 52.21%
-# False positives: 2338 0.32%
-# False negatives: 296131 47.79%
-# TCR(l=50): 1.500113 SpamRecall: 52.206% SpamPrec: 99.282%
+# Correctly non-spam: 736171 99.68%
+# Correctly spam: 323376 52.20%
+# False positives: 2358 0.32%
+# False negatives: 296158 47.80%
+# TCR(l=50): 1.496249 SpamRecall: 52.197% SpamPrec: 99.276%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91787 99.66%
-# Correctly spam: 40281 52.06%
-# False positives: 313 0.34%
-# False negatives: 37097 47.94%
-# TCR(l=50): 1.466965 SpamRecall: 52.057% SpamPrec: 99.229%
+# Correctly non-spam: 91809 99.69%
+# Correctly spam: 40332 52.13%
+# False positives: 289 0.31%
+# False negatives: 37038 47.87%
+# TCR(l=50): 1.502680 SpamRecall: 52.129% SpamPrec: 99.289%