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svn commit: r1878381 [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=1878381&r1=1878380&r2=1878381&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Jun 2 05:07:26 2020
@@ -3,208 +3,207 @@

score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.001 # force non-zero
+score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.958
-score ADVANCE_FEE_2_NEW_MONEY 0.946
-score ADVANCE_FEE_3_NEW 1.115
-score ADVANCE_FEE_3_NEW_MONEY 1.338
+score ADMITS_SPAM 0.757
+score ADVANCE_FEE_2_NEW_MONEY 0.953
+score ADVANCE_FEE_3_NEW 1.336
+score ADVANCE_FEE_3_NEW_MONEY 0.575
score ADVANCE_FEE_4_NEW 0.001
score ADVANCE_FEE_4_NEW_MONEY 2.377
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.164
-score AD_PREFS 0.411
+score ADVANCE_FEE_5_NEW_MONEY 0.198
+score AD_PREFS 0.001
score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.817
-score BITCOIN_EXTORT_01 0.093
-score BITCOIN_EXTORT_02 3.434
-score BITCOIN_SPAM_01 1.194
-score BITCOIN_SPAM_02 0.001
-score BITCOIN_SPAM_03 2.115
-score BITCOIN_SPAM_05 2.404
-score BITCOIN_SPAM_08 0.121
-score BODY_SINGLE_URI 2.131
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.587
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_EXTORT_02 3.627
+score BITCOIN_SPAM_01 0.865
+score BITCOIN_SPAM_02 0.406
+score BITCOIN_SPAM_03 2.226
+score BITCOIN_SPAM_05 1.515
+score BITCOIN_SPAM_08 0.001
+score BODY_SINGLE_URI 2.135
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 0.746
-score CK_HELO_DYNAMIC_SPLIT_IP 1.498
-score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.837
-score CTYPE_NULL 2.696
-score DEAR_BENEFICIARY 0.952
-score DKIMWL_BL 1.762
+score BOGUS_MIME_VERSION 0.809
+score CK_HELO_DYNAMIC_SPLIT_IP 1.499
+score CK_HELO_GENERIC 0.250
+score CTE_8BIT_MISMATCH 0.896
+score CTYPE_NULL 2.699
+score DEAR_BENEFICIARY 0.730
+score DKIMWL_BL 1.773
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 0.499
score END_FUTURE_EMAILS 1.795
-score FILL_THIS_FORM 0.314
-score FORGED_RELAY_MUA_TO_MX 3.368
-score FORGED_SPF_HELO 0.999
+score FILL_THIS_FORM 0.340
+score FORGED_RELAY_MUA_TO_MX 3.298
+score FORGED_SPF_HELO 1.073
score FORM_FRAUD 0.001
-score FORM_FRAUD_5 0.001
+score FORM_FRAUD_5 0.001 # force non-zero
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.560
-score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_2_EMAILS_SHORT 1.999
+score FROM_ADDR_WS 0.562
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.800
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.779
+score FROM_MISSP_DYNIP 3.270
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.080
+score FROM_MISSP_FREEMAIL 2.089
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.941
+score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+score FROM_MISSP_TO_UNDISC 1.605
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_NTLD_REPLY_FREEMAIL 1.601
+score FROM_MISSP_XPRIO 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.770
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.016
-score FROM_WORDY 2.499
-score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 1.349
+score FROM_SUSPICIOUS_NTLD_FP 1.017
+score FROM_WORDY 2.091
+score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.577
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 2.951
+score FUZZY_BITCOIN 1.920
score FUZZY_IMPORTANT 2.399
-score FUZZY_SECURITY 2.492
-score FUZZY_WALLET 2.335
-score GB_BITCOIN_CP 3.000
+score FUZZY_SECURITY 2.486
+score FUZZY_WALLET 2.306
+score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 2.999
score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOGLE_OBFUS 0.001
+score GB_GOOGLE_OBFUS 0.108
score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.085
-score HDR_ORDER_FTSDMCXX_NORDNS 3.132
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDRS_LCASE_IMGONLY 0.100
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 2.994
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.173
score HELO_NO_DOMAIN 0.001
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_RCVD_IP_MULTICAST 0.004
-score HK_SCAM 1.997
-score HOSTED_IMG_FREEM 1.981
-score HOSTED_IMG_MULTI 1.465
-score HTML_FONT_TINY_NORDNS 0.001 # force non-zero
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 0.999
+score HK_RCVD_IP_MULTICAST 1.115
+score HK_SCAM 1.993
+score HOSTED_IMG_FREEM 1.502
+score HOSTED_IMG_MULTI 1.510
+score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 1.421
-score HTML_TAG_BALANCE_CENTER 2.330
-score HTML_TEXT_INVISIBLE_STYLE 1.355
+score HTML_SINGLET_MANY 1.250
+score HTML_TAG_BALANCE_CENTER 1.997
+score HTML_TEXT_INVISIBLE_STYLE 1.331
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.099
-score KHOP_FAKE_EBAY 0.291
-score KHOP_HELO_FCRDNS 0.398
+score KHOP_FAKE_EBAY 0.383
+score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 2.618
-score LONG_HEX_URI 1.611
-score LONG_IMG_URI 0.460
+score LIST_PRTL_SAME_USER 2.517
+score LONG_HEX_URI 1.617
+score LONG_IMG_URI 0.464
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.406
-score MALF_HTML_B64 2.263
-score MANY_SPAN_IN_TEXT 3.594
+score MALFORMED_FREEMAIL 1.297
+score MALF_HTML_B64 3.054
+score MANY_SPAN_IN_TEXT 3.519
score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.001
-score MIMEOLE_DIRECT_TO_MX 0.324
+score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_ES 0.001
score MONEY_ATM_CARD 2.499
-score MONEY_FORM_SHORT 0.157
+score MONEY_FORM_SHORT 0.359
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.542
+score MONEY_FRAUD_5 1.404
score MONEY_FRAUD_8 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MSM_PRIO_REPTO 1.471
-score NORDNS_LOW_CONTRAST 2.340
-score NO_FM_NAME_IP_HOSTN 0.325
-score NSL_RCVD_FROM_USER 0.045
+score MSM_PRIO_REPTO 1.635
+score NORDNS_LOW_CONTRAST 2.379
+score NO_FM_NAME_IP_HOSTN 0.335
+score NSL_RCVD_FROM_USER 0.049
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 1.939
+score NUMBERONLY_BITCOIN_EXP 0.487
score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.426
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_NTLD 0.001
score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.797
+score PDS_FROM_2_EMAILS 1.799
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_HP_HELO_NORDNS 0.020
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.375
-score PDS_OTHER_BAD_TLD 1.997
-score PDS_SHORTFWD_URISHRT 1.495
-score PDS_SHORT_SPOOFED_URL 1.778
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.250
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_SHORTFWD_URISHRT 1.252
+score PDS_SHORT_SPOOFED_URL 1.905
score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.001
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
-score PDS_TO_EQ_FROM_NAME 0.068
-score PHP_ORIG_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.143
+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 1.801
+score PHP_ORIG_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_ATCHNX 0.848
-score RDNS_NUM_TLD_XM 0.001
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_ATCHNX 1.380
+score RDNS_NUM_TLD_XM 0.001 # force non-zero
score SCRIPT_GIBBERISH 3.099
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.233
-score SHORT_IMG_SUSP_NTLD 0.507
-score SHORT_SHORTNER 1.252
-score SINGLETS_LOW_CONTRAST 0.813
-score SPOOFED_FREEMAIL 1.997
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENER_SHORT_IMG 1.418
+score SHORT_IMG_SUSP_NTLD 0.267
+score SHORT_SHORTNER 1.240
+score SINGLETS_LOW_CONTRAST 0.986
+score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.497
+score SPOOFED_FREEM_REPTO 1.501
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 2.497
-score SUBJ_OBFU_PUNCT_FEW 0.702
-score SUBJ_OBFU_PUNCT_MANY 1.748
+score STOCK_LOW_CONTRAST 2.499
+score SUBJ_OBFU_PUNCT_FEW 0.586
+score SUBJ_OBFU_PUNCT_MANY 1.749
score SUSP_UTF8_WORD_MANY 2.999
-score THIS_AD 1.797
-score THIS_IS_ADV_SUSP_NTLD 0.683
+score THIS_AD 1.799
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.499
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.196
-score TO_EQ_FM_DIRECT_MX 2.497
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.509
+score TO_EQ_FM_DIRECT_MX 2.499
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.099
+score TO_EQ_FM_DOM_HTML_ONLY 1.199
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 1.096
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.258
-score TO_NO_BRKTS_FROM_MSSP 2.364
-score TO_NO_BRKTS_HTML_IMG 0.839
-score TO_NO_BRKTS_HTML_ONLY 1.998
+score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
+score TO_EQ_FM_SPF_FAIL 0.376
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.260
+score TO_NO_BRKTS_FROM_MSSP 2.229
+score TO_NO_BRKTS_HTML_IMG 0.838
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.602
-score TO_NO_BRKTS_PCNT 2.497
+score TO_NO_BRKTS_NORDNS_HTML 1.495
+score TO_NO_BRKTS_PCNT 2.499
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.297
-score UNICODE_OBFU_ASC 1.038
-score UPGRADE_MAILBOX 0.001
+score TVD_SPACE_RATIO_MINFP 2.001
+score UNICODE_OBFU_ASC 1.035
+score UPGRADE_MAILBOX 1.186
score URI_DQ_UNSUB 2.299
score URI_GOOGLE_PROXY 2.084
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.752
-score URI_PHISH 2.191
-score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.997
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 3.101
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.999
score URI_WPADMIN 2.599
-score URI_WP_DIRINDEX 3.496
-score URI_WP_HACKED 2.988
-score URI_WP_HACKED_2 2.242
-score XFER_LOTSA_MONEY 0.998
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 2.990
+score URI_WP_HACKED_2 2.499
+score XFER_LOTSA_MONEY 0.999
score XPRIO_SHORT_SUBJ 0.001
-score XPRIO_URL_SHORTNER 0.999
+score XPRIO_URL_SHORTNER 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878381&r1=1878380&r2=1878381&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Jun 2 05:07:26 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 901786 63.514% (99.666% of non-spam corpus)
-# Correctly spam: 347046 24.443% (67.387% of spam corpus)
-# False positives: 3021 0.213% (0.334% of nonspam, 54649 weighted)
-# False negatives: 167959 11.830% (32.613% of spam, 397181 weighted)
-# Average score for spam: 9.3 nonspam: 0.6
-# Average for false-pos: 6.4 false-neg: 2.4
-# TOTAL: 1419812 100.00%
+# Correctly non-spam: 901851 63.520% (99.674% of non-spam corpus)
+# Correctly spam: 350490 24.686% (68.059% of spam corpus)
+# False positives: 2953 0.208% (0.326% of nonspam, 53768 weighted)
+# False negatives: 164491 11.586% (31.941% of spam, 379975 weighted)
+# Average score for spam: 9.4 nonspam: 0.6
+# Average for false-pos: 6.4 false-neg: 2.3
+# TOTAL: 1419785 100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112545 99.64%
-# Correctly spam: 43700 67.93%
-# False positives: 411 0.36%
-# False negatives: 20630 32.07%
-# TCR(l=50): 1.562166 SpamRecall: 67.931% SpamPrec: 99.068%
+# Correctly non-spam: 112582 99.67%
+# Correctly spam: 43761 68.03%
+# False positives: 373 0.33%
+# False negatives: 20565 31.97%
+# TCR(l=50): 1.640342 SpamRecall: 68.030% SpamPrec: 99.155%

##### 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: 892890 98.68%
-# Correctly spam: 262202 50.91%
-# False positives: 11917 1.32%
-# False negatives: 252803 49.09%
-# TCR(l=50): 0.606850 SpamRecall: 50.913% SpamPrec: 95.653%
+# Correctly non-spam: 892993 98.69%
+# Correctly spam: 262412 50.96%
+# False positives: 11811 1.31%
+# False negatives: 252569 49.04%
+# TCR(l=50): 0.610805 SpamRecall: 50.956% SpamPrec: 95.693%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 111483 98.70%
-# Correctly spam: 32876 51.11%
-# False positives: 1473 1.30%
-# False negatives: 31454 48.89%
-# TCR(l=50): 0.612060 SpamRecall: 51.105% SpamPrec: 95.712%
+# Correctly non-spam: 111443 98.66%
+# Correctly spam: 32791 50.98%
+# False positives: 1512 1.34%
+# False negatives: 31535 49.02%
+# TCR(l=50): 0.600420 SpamRecall: 50.976% SpamPrec: 95.592%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878381&r1=1878380&r2=1878381&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Jun 2 05:07:26 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 363534 40.436% (98.398% of non-spam corpus)
-# Correctly spam: 452814 50.367% (85.506% of spam corpus)
-# False positives: 5920 0.658% (1.602% of nonspam, 774662 weighted)
-# False negatives: 76757 8.538% (14.494% of spam, 156537 weighted)
-# Average score for spam: 13.5 nonspam: -2.0
+# Correctly non-spam: 363501 40.433% (98.390% of non-spam corpus)
+# Correctly spam: 452958 50.384% (85.534% of spam corpus)
+# False positives: 5950 0.662% (1.610% of nonspam, 776621 weighted)
+# False negatives: 76604 8.521% (14.466% of spam, 155792 weighted)
+# Average score for spam: 13.4 nonspam: -2.1
# Average for false-pos: 9.1 false-neg: 2.0
-# TOTAL: 899025 100.00%
+# TOTAL: 899013 100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 45293 98.40%
-# Correctly spam: 56521 85.43%
-# False positives: 735 1.60%
-# False negatives: 9640 14.57%
-# TCR(l=50): 1.426191 SpamRecall: 85.429% SpamPrec: 98.716%
+# Correctly non-spam: 45266 98.35%
+# Correctly spam: 56500 85.40%
+# False positives: 761 1.65%
+# False negatives: 9660 14.60%
+# TCR(l=50): 1.386711 SpamRecall: 85.399% SpamPrec: 98.671%

##### 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: 364493 98.66%
-# Correctly spam: 299369 56.53%
-# False positives: 4961 1.34%
-# False negatives: 230202 43.47%
-# TCR(l=50): 1.107305 SpamRecall: 56.530% SpamPrec: 98.370%
+# Correctly non-spam: 364505 98.66%
+# Correctly spam: 299320 56.52%
+# False positives: 4946 1.34%
+# False negatives: 230242 43.48%
+# TCR(l=50): 1.108933 SpamRecall: 56.522% SpamPrec: 98.374%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 45448 98.74%
-# Correctly spam: 37358 56.47%
-# False positives: 580 1.26%
-# False negatives: 28803 43.53%
-# TCR(l=50): 1.144595 SpamRecall: 56.465% SpamPrec: 98.471%
+# Correctly non-spam: 45428 98.70%
+# Correctly spam: 37388 56.51%
+# False positives: 599 1.30%
+# False negatives: 28772 43.49%
+# TCR(l=50): 1.126665 SpamRecall: 56.511% SpamPrec: 98.423%