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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/13 05:21:14 UTC
svn commit: r1873970 [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=1873970&r1=1873969&r2=1873970&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Feb 13 05:21:14 2020
@@ -3,217 +3,218 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.223
-score ADMITS_SPAM 2.273
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.453
-score ADVANCE_FEE_3_NEW_MONEY 0.963
-score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.590
-score ADVANCE_FEE_4_NEW_MONEY 1.280
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.263
-score AD_PREFS 0.500
-score ALIBABA_IMG_NOT_RCVD_ALI 1.533
-score AMAZON_IMG_NOT_RCVD_AMZN 1.502
+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 AD_PREFS 0.499
+score ALIBABA_IMG_NOT_RCVD_ALI 0.850
+score AMAZON_IMG_NOT_RCVD_AMZN 2.052
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 3.052
+score BITCOIN_EXTORT_01 3.957
score BITCOIN_MALWARE 0.001
-score BITCOIN_PAY_ME 2.127
+score BITCOIN_PAY_ME 2.320
score BITCOIN_SPAM_02 1.420
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.696
-score BITCOIN_SPAM_07 2.895
-score BITCOIN_SPAM_09 1.492
-score BODY_EMPTY 0.845
-score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 2.451
-score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 0.530
-score BOGUS_MSM_HDRS 2.990
+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 CANT_SEE_AD 2.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.999
+score CTE_8BIT_MISMATCH 0.998
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.302
-score DKIMWL_WL_HIGH -0.001
+score DKIMWL_BL 2.300
+score DKIMWL_WL_HIGH -0.001 # force non-zero
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
score DX_TEXT_03 2.899
-score END_FUTURE_EMAILS 2.499
+score END_FUTURE_EMAILS 2.156
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.599
-score FORGED_SPF_HELO 1.205
-score FORM_FRAUD 1.000
-score FORM_FRAUD_3 2.308
+score FORGED_RELAY_MUA_TO_MX 3.695
+score FORGED_SPF_HELO 1.439
+score FORM_FRAUD 0.001
+score FORM_FRAUD_3 2.581
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 1.998
-score FROM_ADDR_WS 1.746
+score FROM_2_EMAILS_SHORT 1.609
+score FROM_ADDR_WS 2.375
score FROM_FMBLA_NEWDOM 1.499
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 0.081
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.001
+score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.876
+score FROM_MISSP_DYNIP 2.364
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001
+score FROM_MISSP_FREEMAIL 1.504
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.038
+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_XPRIO 0.001
score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_LINKBAIT 1.061
+score FROM_NTLD_LINKBAIT 1.521
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.692
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD 0.489
+score FROM_SUSPICIOUS_NTLD_FP 1.908
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.099
+score FSL_HELO_FAKE 1.808
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 1.027
-score FUZZY_BITCOIN 3.799
+score FSL_THIS_IS_ADV 0.994
+score FUZZY_BITCOIN 3.795
score FUZZY_BTC_WALLET 0.001
-score FUZZY_SECURITY 2.491
+score FUZZY_SECURITY 2.832
score FUZZY_WALLET 0.001
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.451
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
-score GB_GOOGLE_OBFUR 0.706
+score GB_BITCOIN_NH 0.628
+score GB_FREEMAIL_DISPTO 0.001
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GB_GOOGLE_OBFUR 0.732
score GB_GOOGLE_OBFUS 0.749
score GB_WP_FILELINK 0.001
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 3.000
+score GOOG_REDIR_HTML_ONLY 1.309
+score GOOG_REDIR_NORDNS 2.999
score HDRS_LCASE 0.001 # force non-zero
-score HDRS_LCASE_IMGONLY 0.100
+score HDRS_LCASE_IMGONLY 0.098
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 0.001
-score HK_GOLDDUST 2.676
+score HK_GOLDDUST 2.799
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.239
-score HOSTED_IMG_MULTI 0.840
-score HTML_OFF_PAGE 2.290
-score HTML_SINGLET_MANY 1.912
-score HTML_TAG_BALANCE_CENTER 2.933
+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 HTML_TEXT_INVISIBLE_FONT 2.999
score HTML_TEXT_INVISIBLE_STYLE 1.221
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 1.399
-score KHOP_HELO_FCRDNS 0.276
+score KHOP_FAKE_EBAY 0.547
+score KHOP_HELO_FCRDNS 0.275
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.235
-score LONG_HEX_URI 2.518
-score LONG_IMG_URI 1.369
+score LIST_PRTL_SAME_USER 0.486
+score LONG_HEX_URI 2.517
+score LONG_IMG_URI 1.374
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.469
-score MALF_HTML_B64 2.810
+score MALFORMED_FREEMAIL 1.631
+score MALF_HTML_B64 1.464
score MALWARE_NORDNS 0.001
score MALWARE_PASSWORD 3.499
-score MAY_BE_FORGED 1.430
-score MILLION_HUNDRED 2.699
+score MAY_BE_FORGED 1.231
+score MILLION_HUNDRED 2.696
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 2.499
+score MIXED_ES 2.497
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.388
-score MONEY_FRAUD_3 1.016
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 2.239
+score MONEY_FORM_SHORT 1.389
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 2.246
score MONEY_FROM_41 1.999
-score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 1.837
+score NORDNS_LOW_CONTRAST 2.497
+score NO_FM_NAME_IP_HOSTN 1.836
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.500
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_ILLEGAL_CHARS 1.999
-score PDS_DBL_URL_TNB_RUNON 1.178
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_DBL_URL_ILLEGAL_CHARS 0.654
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_EMPTYSUBJ_URISHRT 1.498
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.001
+score PDS_FROM_2_EMAILS 2.384
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.728
+score PDS_HP_HELO_NORDNS 0.088
+score PDS_OTHER_BAD_TLD 1.517
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
-score PDS_PHP_EVAL 1.499
+score PDS_PHP_EVAL 1.498
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 0.560
-score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_SHORT_BOGUS_MSM_HDRS 0.789
+score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.440
+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 0.001
-score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.999
+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 1.810
-score RDNS_NUM_TLD_XM 2.998
-score RISK_FREE 1.273
-score SERGIO_SUBJECT_PORN014 3.999
-score SERGIO_SUBJECT_VIAGRA01 2.631
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORTENER_SHORT_IMG 1.569
-score SHORT_BODY_G_DRIVE_DYN 1.181
-score SHORT_IMG_SUSP_NTLD 1.499
-score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.227
-score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 1.499
-score SPOOFED_FREEM_REPTO 2.499
-score STATIC_XPRIO_OLE 0.001
-score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.749
+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 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 SUSPNTLD_EXPIRATION_EXTORT 0.001
score TEQF_USR_POLITE 0.001
-score THIS_AD 1.699
-score THIS_IS_ADV_SUSP_NTLD 0.043
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.499
+score THIS_AD 1.697
+score THIS_IS_ADV_SUSP_NTLD 1.446
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
+score TO_EQ_FM_DIRECT_MX 1.498
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.054
-score TO_EQ_FM_DOM_SPF_FAIL 0.771
+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 0.045
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 0.001 # force non-zero
-score TO_NO_BRKTS_FROM_MSSP 1.456
-score TO_NO_BRKTS_HTML_IMG 0.837
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.820
-score TO_NO_BRKTS_NORDNS_HTML 1.275
-score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.318
-score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 0.421
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 0.001
+score TO_NO_BRKTS_FROM_MSSP 1.329
+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 URI_BUFFLY 1.999
-score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 0.219
-score URI_PHISH 3.319
-score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 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_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
+score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
@@ -273,7 +274,6 @@ 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=1873970&r1=1873969&r2=1873970&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Feb 13 05:21:14 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 742843 54.579% (99.494% of non-spam corpus)
-# Correctly spam: 485004 35.635% (78.938% of spam corpus)
-# False positives: 3780 0.278% (0.506% of nonspam, 89123 weighted)
-# False negatives: 129406 9.508% (21.062% of spam, 259545 weighted)
+# 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)
# Average score for spam: 9.6 nonspam: 0.6
# Average for false-pos: 5.7 false-neg: 2.0
-# TOTAL: 1361033 100.00%
+# TOTAL: 1360960 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92595 99.44%
-# Correctly spam: 60607 78.95%
-# False positives: 518 0.56%
-# False negatives: 16157 21.05%
-# TCR(l=50): 1.825237 SpamRecall: 78.952% SpamPrec: 99.153%
+# 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%
##### 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: 732041 98.05%
-# Correctly spam: 218674 35.59%
-# False positives: 14582 1.95%
-# False negatives: 395736 64.41%
-# TCR(l=50): 0.546222 SpamRecall: 35.591% SpamPrec: 93.748%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91258 98.01%
-# Correctly spam: 27401 35.70%
-# False positives: 1855 1.99%
-# False negatives: 49363 64.30%
-# TCR(l=50): 0.540162 SpamRecall: 35.695% SpamPrec: 93.659%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1873970&r1=1873969&r2=1873970&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Feb 13 05:21:14 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 728208 53.616% (98.601% of non-spam corpus)
-# Correctly spam: 535243 39.408% (86.378% of spam corpus)
-# False positives: 10335 0.761% (1.399% of nonspam, 730941 weighted)
-# False negatives: 84407 6.215% (13.622% of spam, 135179 weighted)
-# Average score for spam: 20.5 nonspam: -2.4
+# 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
# Average for false-pos: 8.4 false-neg: 1.6
-# TOTAL: 1358193 100.00%
+# TOTAL: 1358123 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 90384 98.13%
-# Correctly spam: 66985 86.56%
-# False positives: 1718 1.87%
-# False negatives: 10400 13.44%
-# TCR(l=50): 0.803583 SpamRecall: 86.561% SpamPrec: 97.499%
+# 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%
##### 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: 736210 99.68%
-# Correctly spam: 323374 52.19%
-# False positives: 2333 0.32%
-# False negatives: 296276 47.81%
-# TCR(l=50): 1.500632 SpamRecall: 52.187% SpamPrec: 99.284%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91790 99.66%
-# Correctly spam: 40380 52.18%
-# False positives: 312 0.34%
-# False negatives: 37005 47.82%
-# TCR(l=50): 1.471058 SpamRecall: 52.181% SpamPrec: 99.233%
+# 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%