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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/06/08 04:14:37 UTC
svn commit: r1878571 [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=1878571&r1=1878570&r2=1878571&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jun 8 04:14:37 2020
@@ -6,66 +6,66 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.689
-score ADVANCE_FEE_3_NEW 0.990
-score ADVANCE_FEE_3_NEW_MONEY 1.521
+score ADVANCE_FEE_2_NEW_MONEY 1.725
+score ADVANCE_FEE_3_NEW 3.465
+score ADVANCE_FEE_3_NEW_MONEY 1.533
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.299
+score ADVANCE_FEE_4_NEW_MONEY 2.399
score ADVANCE_FEE_5_NEW 1.898
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.263
-score AD_PREFS 0.289
+score ADVANCE_FEE_5_NEW_MONEY 0.667
+score AD_PREFS 0.310
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 0.626
-score BITCOIN_EXTORT_02 2.639
-score BITCOIN_SPAM_01 0.393
-score BITCOIN_SPAM_02 1.775
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_04 0.751
-score BITCOIN_SPAM_05 2.372
-score BITCOIN_SPAM_08 0.474
-score BODY_SINGLE_URI 1.410
-score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.000
-score BOGUS_MIME_VERSION 0.899
+score BITCOIN_EXTORT_01 0.468
+score BITCOIN_EXTORT_02 3.248
+score BITCOIN_SPAM_01 0.844
+score BITCOIN_SPAM_02 1.274
+score BITCOIN_SPAM_03 2.252
+score BITCOIN_SPAM_04 0.585
+score BITCOIN_SPAM_05 1.096
+score BITCOIN_SPAM_08 0.115
+score BODY_SINGLE_URI 0.713
+score BODY_SINGLE_WORD 0.175
+score BODY_URI_ONLY 0.999
+score BOGUS_MIME_VERSION 1.026
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
-score CK_HELO_GENERIC 0.250
-score CTE_8BIT_MISMATCH 0.838
-score CTYPE_NULL 2.700
-score DEAR_BENEFICIARY 1.077
-score DKIMWL_BL 1.778
+score CK_HELO_GENERIC 0.249
+score CTE_8BIT_MISMATCH 0.840
+score CTYPE_NULL 2.699
+score DEAR_BENEFICIARY 2.628
+score DKIMWL_BL 1.773
score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 0.699
-score END_FUTURE_EMAILS 1.528
+score END_FUTURE_EMAILS 1.796
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.216
-score FORGED_SPF_HELO 1.153
+score FORGED_RELAY_MUA_TO_MX 3.288
+score FORGED_SPF_HELO 1.082
score FORM_FRAUD 0.001
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.250
+score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.242
-score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.581
-score FROM_FMBLA_NEWDOM 1.499
+score FROMSPACE 2.799
+score FROM_2_EMAILS_SHORT 1.002
+score FROM_ADDR_WS 0.461
+score FROM_FMBLA_NEWDOM 1.500
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_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.272
+score FROM_MISSP_DYNIP 3.210
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 2.094
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001
+score FROM_MISSP_REPLYTO 0.001 # force non-zero
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.248
+score FROM_MISSP_TO_UNDISC 0.038
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.728
-score FROM_PAYPAL_SPOOF 0.001
+score FROM_NTLD_REPLY_FREEMAIL 0.971
+score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_WORDY 2.499
@@ -73,144 +73,143 @@ score FSL_BULK_SIG 0.0
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 0.759
-score FUZZY_BITCOIN 0.650
-score FUZZY_IMPORTANT 1.966
-score FUZZY_SECURITY 2.483
-score FUZZY_WALLET 2.193
-score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.655
-score GB_FREEMAIL_DISPTO 0.500
-score GB_GOOGLE_OBFUS 0.749
-score HDRS_LCASE 0.099
+score FUZZY_BITCOIN 1.076
+score FUZZY_IMPORTANT 2.386
+score FUZZY_SECURITY 2.491
+score FUZZY_WALLET 2.007
+score GB_BITCOIN_CP 3.000
+score GB_BITCOIN_NH 2.100
+score GB_FREEMAIL_DISPTO 0.499
+score GB_GOOGLE_OBFUS 0.001
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 1.222
+score HDR_ORDER_FTSDMCXX_NORDNS 1.120
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.168
+score HELO_MISC_IP 0.175
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.562
+score HK_RCVD_IP_MULTICAST 1.530
score HK_SCAM 1.999
-score HOSTED_IMG_FREEM 2.134
-score HOSTED_IMG_MULTI 0.941
+score HOSTED_IMG_FREEM 1.714
+score HOSTED_IMG_MULTI 1.296
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 1.118
-score HTML_TAG_BALANCE_CENTER 2.408
-score HTML_TEXT_INVISIBLE_STYLE 1.791
-score IMG_ONLY_FM_DOM_INFO 2.499
+score HTML_SINGLET_MANY 0.627
+score HTML_TAG_BALANCE_CENTER 2.034
+score HTML_TEXT_INVISIBLE_STYLE 2.166
+score IMG_ONLY_FM_DOM_INFO 2.396
score KB_FORGED_MOZ4 4.199
-score KHOP_FAKE_EBAY 0.001
-score KHOP_HELO_FCRDNS 0.399
+score KHOP_FAKE_EBAY 0.106
+score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 2.414
-score LONG_HEX_URI 1.614
-score LONG_IMG_URI 0.960
+score LIST_PRTL_SAME_USER 2.518
+score LONG_HEX_URI 1.513
+score LONG_IMG_URI 0.459
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
-score MALFORMED_FREEMAIL 1.254
-score MALF_HTML_B64 2.134
+score MALFORMED_FREEMAIL 1.233
+score MALF_HTML_B64 1.812
score MANY_SPAN_IN_TEXT 3.299
-score MAY_BE_FORGED 0.001
+score MAY_BE_FORGED 0.001 # force non-zero
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_ES 0.599
+score MIXED_ES 0.001
score MONEY_ATM_CARD 2.299
-score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.513
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 0.001 # force non-zero
+score MONEY_FRAUD_5 0.523
score MONEY_FRAUD_8 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MSM_PRIO_REPTO 2.499
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 1.672
+score NO_FM_NAME_IP_HOSTN 1.663
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 1.276
-score OBFU_BITCOIN 0.001
-score OFFER_ONLY_AMERICA 0.778
+score NUMBERONLY_BITCOIN_EXP 0.386
+score OBFU_BITCOIN 0.232
+score OFFER_ONLY_AMERICA 1.844
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.136
+score PDS_BTC_NTLD 1.866
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 0.016
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 1.799
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 2.000
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.443
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.401
score PDS_OTHER_BAD_TLD 1.999
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_SPOOFED_URL 1.541
-score PDS_TINYSUBJ_URISHRT 0.219
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.267
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.228
-score PDS_TONAME_EQ_TOLOCAL_SHORT 2.000
+score PDS_SHORT_SPOOFED_URL 1.585
+score PDS_TINYSUBJ_URISHRT 0.001
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.051
+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 0.018
+score PDS_TO_EQ_FROM_NAME 1.799
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RATWARE_NO_RDNS 0.001
+score RATWARE_NO_RDNS 1.739
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.303
-score RDNS_NUM_TLD_XM 0.001 # force non-zero
-score RISK_FREE 2.124
+score RDNS_NUM_TLD_ATCHNX 2.093
+score RDNS_NUM_TLD_XM 0.001
+score RISK_FREE 0.372
score SCRIPT_GIBBERISH 2.700
-score SERGIO_SUBJECT_VIAGRA01 0.276
+score SERGIO_SUBJECT_VIAGRA01 0.278
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_IMG_SUSP_NTLD 0.634
-score SHORT_SHORTNER 1.491
-score SINGLETS_LOW_CONTRAST 0.001
+score SHORT_IMG_SUSP_NTLD 0.576
+score SHORT_SHORTNER 1.637
+score SINGLETS_LOW_CONTRAST 0.113
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.159
-score SPOOFED_FREEM_REPTO_CHN 2.274
+score SPOOFED_FREEM_REPTO 1.997
+score SPOOFED_FREEM_REPTO_CHN 0.001
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.579
-score SUBJ_UNNEEDED_HTML 0.531
+score SUBJ_OBFU_PUNCT_FEW 0.402
+score SUBJ_OBFU_PUNCT_MANY 1.749
+score SUBJ_UNNEEDED_HTML 0.836
score SUSP_UTF8_WORD_MANY 2.999
score THIS_AD 1.899
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.600
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.338
-score TO_EQ_FM_DIRECT_MX 2.498
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.528
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.397
+score TO_EQ_FM_DIRECT_MX 2.067
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.200
-score TO_EQ_FM_DOM_SPF_FAIL 0.961
-score TO_EQ_FM_HTML_ONLY 0.105
-score TO_EQ_FM_SPF_FAIL 0.141
-score TO_IN_SUBJ 0.099
-score TO_NO_BRKTS_FROM_MSSP 1.559
-score TO_NO_BRKTS_HTML_IMG 1.096
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 0.318
+score TO_EQ_FM_DOM_HTML_ONLY 1.199
+score TO_EQ_FM_DOM_SPF_FAIL 0.497
+score TO_EQ_FM_HTML_ONLY 0.001
+score TO_EQ_FM_SPF_FAIL 1.034
+score TO_IN_SUBJ 0.100
+score TO_NO_BRKTS_FROM_MSSP 1.122
+score TO_NO_BRKTS_HTML_IMG 1.167
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.164
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 1.259
+score TVD_APPROVED 1.188
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.408
+score TVD_SPACE_RATIO_MINFP 2.296
score UNICODE_OBFU_ASC 1.040
-score UPGRADE_MAILBOX 1.015
-score URI_GOOGLE_PROXY 2.070
+score UPGRADE_MAILBOX 1.899
+score URI_GOOGLE_PROXY 2.499
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.942
-score URI_PHISH 2.194
+score URI_ONLY_MSGID_MALF 0.001
+score URI_PHISH 2.192
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.698
+score URI_TRY_3LD 0.692
score URI_WPADMIN 2.599
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 2.400
-score URI_WP_HACKED_2 1.600
+score URI_WP_HACKED 2.403
+score URI_WP_HACKED_2 1.704
score XFER_LOTSA_MONEY 0.999
-score XPRIO 0.001 # force non-zero
-score XPRIO_SHORT_SUBJ 0.001
-score XPRIO_URL_SHORTNER 0.999
+score XPRIO 0.001
+score XPRIO_SHORT_SUBJ 0.513
+score XPRIO_URL_SHORTNER 0.660
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -285,6 +284,7 @@ score HTML_OFF_PAGE 1.0
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_TEXT_INVISIBLE_FONT 1.000
score LIST_PRTL_PUMPDUMP 1.000
+score LOTTO_AGENT 1.000
score LUCRATIVE 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878571&r1=1878570&r2=1878571&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jun 8 04:14:37 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 908939 64.808% (99.658% of non-spam corpus)
-# Correctly spam: 336428 23.987% (68.594% of spam corpus)
-# False positives: 3118 0.222% (0.342% of nonspam, 54010 weighted)
-# False negatives: 154032 10.983% (31.406% of spam, 339583 weighted)
-# Average score for spam: 9.4 nonspam: 0.6
-# Average for false-pos: 6.4 false-neg: 2.2
-# TOTAL: 1402517 100.00%
+# Correctly non-spam: 332305 43.628% (99.300% of non-spam corpus)
+# Correctly spam: 282236 37.055% (66.094% of spam corpus)
+# False positives: 2342 0.307% (0.700% of nonspam, 94876 weighted)
+# False negatives: 144789 19.009% (33.906% of spam, 326911 weighted)
+# Average score for spam: 6.5 nonspam: 0.7
+# Average for false-pos: 6.3 false-neg: 2.3
+# TOTAL: 761672 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113349 99.60%
-# Correctly spam: 42300 69.09%
-# False positives: 455 0.40%
-# False negatives: 18925 30.91%
-# TCR(l=50): 1.469106 SpamRecall: 69.089% SpamPrec: 98.936%
+# Correctly non-spam: 41370 99.22%
+# Correctly spam: 35092 65.94%
+# False positives: 325 0.78%
+# False negatives: 18124 34.06%
+# TCR(l=50): 1.548147 SpamRecall: 65.943% SpamPrec: 99.082%
##### 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: 900614 98.75%
-# Correctly spam: 265504 54.13%
-# False positives: 11443 1.25%
-# False negatives: 224956 45.87%
-# TCR(l=50): 0.615301 SpamRecall: 54.134% SpamPrec: 95.868%
+# Correctly non-spam: 324188 96.87%
+# Correctly spam: 225570 52.82%
+# False positives: 10459 3.13%
+# False negatives: 201455 47.18%
+# TCR(l=50): 0.589484 SpamRecall: 52.824% SpamPrec: 95.569%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112405 98.77%
-# Correctly spam: 33471 54.67%
-# False positives: 1399 1.23%
-# False negatives: 27754 45.33%
-# TCR(l=50): 0.626638 SpamRecall: 54.669% SpamPrec: 95.988%
+# Correctly non-spam: 40370 96.82%
+# Correctly spam: 28030 52.67%
+# False positives: 1325 3.18%
+# False negatives: 25186 47.33%
+# TCR(l=50): 0.582003 SpamRecall: 52.672% SpamPrec: 95.486%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878571&r1=1878570&r2=1878571&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jun 8 04:14:37 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 346904 43.101% (98.597% of non-spam corpus)
-# Correctly spam: 385942 47.951% (85.193% of spam corpus)
-# False positives: 4936 0.613% (1.403% of nonspam, 656518 weighted)
-# False negatives: 67081 8.334% (14.807% of spam, 147465 weighted)
-# Average score for spam: 12.3 nonspam: -2.2
+# Correctly non-spam: 346846 43.097% (98.587% of non-spam corpus)
+# Correctly spam: 385683 47.923% (85.142% of spam corpus)
+# False positives: 4970 0.618% (1.413% of nonspam, 660035 weighted)
+# False negatives: 67303 8.363% (14.858% of spam, 147864 weighted)
+# Average score for spam: 12.4 nonspam: -2.1
# Average for false-pos: 10.3 false-neg: 2.2
-# TOTAL: 804863 100.00%
+# TOTAL: 804802 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43188 98.47%
-# Correctly spam: 48033 85.04%
-# False positives: 672 1.53%
-# False negatives: 8449 14.96%
-# TCR(l=50): 1.343242 SpamRecall: 85.041% SpamPrec: 98.620%
+# Correctly non-spam: 43186 98.47%
+# Correctly spam: 48090 85.15%
+# False positives: 671 1.53%
+# False negatives: 8388 14.85%
+# TCR(l=50): 1.346702 SpamRecall: 85.148% SpamPrec: 98.624%
##### 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: 347469 98.76%
-# Correctly spam: 251721 55.56%
-# False positives: 4371 1.24%
-# False negatives: 201302 44.44%
-# TCR(l=50): 1.079006 SpamRecall: 55.565% SpamPrec: 98.293%
+# Correctly non-spam: 347414 98.75%
+# Correctly spam: 251830 55.59%
+# False positives: 4402 1.25%
+# False negatives: 201156 44.41%
+# TCR(l=50): 1.075322 SpamRecall: 55.593% SpamPrec: 98.282%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43291 98.70%
-# Correctly spam: 31315 55.44%
-# False positives: 569 1.30%
-# False negatives: 25167 44.56%
-# TCR(l=50): 1.053435 SpamRecall: 55.442% SpamPrec: 98.215%
+# Correctly non-spam: 43287 98.70%
+# Correctly spam: 31276 55.38%
+# False positives: 570 1.30%
+# False negatives: 25202 44.62%
+# TCR(l=50): 1.051693 SpamRecall: 55.377% SpamPrec: 98.210%