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svn commit: r1894724 [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=1894724&r1=1894723&r2=1894724&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Nov 4 02:49:08 2021
@@ -1,59 +1,60 @@
# Using score set 1 logs for revision 1894630 from:
# ham-net-darxus.r1894630.log ham-net-ena-week0.r1894630.log ham-net-ena-week1.r1894630.log ham-net-ena-week2.r1894630.log ham-net-ena-week3.r1894630.log ham-net-ena-week4.r1894630.log ham-net-giovanni-ham.r1894630.log ham-net-giovanni-spammy.r1894630.log ham-net-giovanni-spam.r1894630.log ham-net-grenier.r1894630.log ham-net-hege.r1894630.log ham-net-jhardin.r1894630.log ham-net-llanga.r1894630.log ham-net-mmiroslaw-mails-ham.r1894630.log ham-net-mmiroslaw-mails-spam.r1894630.log ham-net-pds.r1894630.log ham-net-spamsponge.r1894630.log ham-net-thendrikx.r1894630.log spam-net-darxus.r1894630.log spam-net-ena-week0.r1894630.log spam-net-ena-week1.r1894630.log spam-net-ena-week2.r1894630.log spam-net-ena-week3.r1894630.log spam-net-ena-week4.r1894630.log spam-net-giovanni-ham.r1894630.log spam-net-giovanni-spammy.r1894630.log spam-net-giovanni-spam.r1894630.log spam-net-grenier.r1894630.log spam-net-hege.r1894630.log spam-net-jhardin.r1894630.log spam-net-llanga.r1894630.log spam-net-
mmiroslaw-mails-ham.r1894630.log spam-net-mmiroslaw-mails-spam.r1894630.log spam-net-pds.r1894630.log spam-net-spamsponge.r1894630.log spam-net-thendrikx.r1894630.log

-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 2.997
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.207
+score AC_FROM_MANY_DOTS 0.488
score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 1.342
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.224
+score ADMITS_SPAM 1.498
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.891
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 0.001
+score ADVANCE_FEE_3_NEW 0.091
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 2.696
score ADVANCE_FEE_4_NEW 2.297
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.113
-score ADVANCE_FEE_5_NEW 0.033
+score ADVANCE_FEE_4_NEW_MONEY 0.759
+score ADVANCE_FEE_5_NEW 0.029
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
score AD_PREFS 0.498
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APP_DEVELOPMENT_NORDNS 1.874
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score APP_DEVELOPMENT_NORDNS 1.566
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 0.001
score BIGNUM_EMAILS_MANY 0.001
-score BITCOIN_EXTORT_01 4.546
+score BITCOIN_EXTORT_01 3.534
score BITCOIN_IMGUR 3.496
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.450
+score BITCOIN_SPAM_02 1.447
+score BITCOIN_SPAM_03 1.165
score BITCOIN_SPAM_05 0.001
score BITCOIN_SPAM_07 3.496
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.031
-score BODY_SINGLE_URI 0.320
-score BODY_SINGLE_WORD 1.180
-score BODY_URI_ONLY 2.996
-score BOGUS_MIME_VERSION 3.178
+score BITCOIN_YOUR_INFO 1.748
+score BODY_SINGLE_URI 1.086
+score BODY_SINGLE_WORD 0.346
+score BODY_URI_ONLY 2.991
+score BOGUS_MIME_VERSION 3.170
score CK_HELO_GENERIC 0.001
score CONTENT_AFTER_HTML 2.167
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.209
+score DEAR_BENEFICIARY 0.540
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.717
+score DKIMWL_WL_HIGH -0.648
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 1.597
-score END_FUTURE_EMAILS 0.001 # force non-zero
-score FACEBOOK_IMG_NOT_RCVD_FB 1.998
+score END_FUTURE_EMAILS 0.001
+score FACEBOOK_IMG_NOT_RCVD_FB 1.997
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.001 # force non-zero
-score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.450
-score FONT_INVIS_POSTEXTRAS 1.369
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_HTML_NOHTML 1.803
+score FONT_INVIS_LONG_LINE 2.929
+score FONT_INVIS_MSGID 2.454
+score FONT_INVIS_POSTEXTRAS 1.645
score FORGED_SPF_HELO 1.597
score FORM_FRAUD 0.998
score FORM_FRAUD_3 0.001
@@ -70,75 +71,75 @@ score FROM_MISSPACED 0.0
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.481
+score FROM_MISSP_PHISH 1.471
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.107
+score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+score FROM_MISSP_TO_UNDISC 0.088
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.895
+score FROM_MULTI_NORDNS 1.894
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.001
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 0.001 # force non-zero
-score FUZZY_BITCOIN 2.244
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FUZZY_AMAZON 0.001
+score FUZZY_BITCOIN 1.924
score FUZZY_WALLET 0.082
score GAPPY_LOW_CONTRAST 2.497
score GB_FAKE_RF_SHORT 0.001
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_STO_EMAIL_PHISH 2.243
-score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_EMAIL_PHISH 2.999
+score GOOG_STO_IMG_HTML 2.997
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.796
-score HDRS_LCASE_IMGONLY 0.099
+score HAS_X_OUTGOING_SPAM_STAT 0.791
+score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_MR_MRS 0.001
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.558
+score HK_RANDOM_FROM 0.655
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.498
+score HK_SCAM 1.409
score HK_SPAMMY_FILENAME 2.197
score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 3.046
+score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.099
-score HTML_FONT_TINY_NORDNS 1.997
+score HTML_ENTITY_ASCII 0.036
+score HTML_FONT_TINY_NORDNS 1.998
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 0.001
-score HTML_TAG_BALANCE_CENTER 1.837
+score HTML_SINGLET_MANY 0.001 # force non-zero
+score HTML_TAG_BALANCE_CENTER 1.845
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 1.197
+score HTML_TEXT_INVISIBLE_STYLE 1.128
score JH_SPAMMY_HEADERS 3.496
score JH_SPAMMY_PATTERN01 2.996
-score KHOP_HELO_FCRDNS 0.219
+score KHOP_HELO_FCRDNS 0.129
score LIST_PARTIAL_SHORT_MSG 2.497
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 0.930
+score LONG_HEX_URI 0.935
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 0.624
+score LONG_INVISIBLE_TEXT 0.693
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
score LOTTO_DEPT 0.001
-score MALWARE_NORDNS 0.042
+score MALWARE_NORDNS 0.001
score MANY_SPAN_IN_TEXT 2.197
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.322
+score MILLION_HUNDRED 0.679
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.209
+score MIXED_AREA_CASE 2.220
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 2.588
-score MIXED_FONT_CASE 1.437
-score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 1.684
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FORM_SHORT 1.230
+score MIXED_ES 2.595
+score MIXED_FONT_CASE 1.019
+score MIXED_HREF_CASE 1.856
+score MIXED_IMG_CASE 1.059
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 1.084
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
@@ -146,48 +147,48 @@ score MONEY_FREEMAIL_REPTO 0.0
score MONEY_FROM_41 0.001
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -3.528
-score NORDNS_LOW_CONTRAST 0.001 # force non-zero
+score NICE_REPLY_A -2.093
+score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.230
-score OBFU_TEXT_ATTACH 1.138
-score ODD_FREEM_REPTO 2.685
-score PDS_BTC_ID 0.197
+score NSL_RCVD_HELO_USER 0.721
+score OBFU_TEXT_ATTACH 0.462
+score ODD_FREEM_REPTO 2.775
+score PDS_BTC_ID 0.433
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.221
-score PDS_EMPTYSUBJ_URISHRT 1.402
-score PDS_FRNOM_TODOM_DBL_URL 1.467
-score PDS_FRNOM_TODOM_NAKED_TO 1.173
-score PDS_FROM_NAME_TO_DOMAIN 1.826
+score PDS_DBL_URL_TNB_RUNON 1.997
+score PDS_EMPTYSUBJ_URISHRT 1.498
+score PDS_FRNOM_TODOM_DBL_URL 0.791
+score PDS_FRNOM_TODOM_NAKED_TO 1.004
+score PDS_FROM_NAME_TO_DOMAIN 1.993
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 0.001
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT 0.686
-score PDS_TINYSUBJ_URISHRT 0.109
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.460
+score PDS_SHORTFWD_URISHRT 0.299
+score PDS_TINYSUBJ_URISHRT 0.068
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.459
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TO_EQ_FROM_NAME 2.194
+score PDS_TO_EQ_FROM_NAME 1.272
score PHP_ORIG_SCRIPT 0.001
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.524
+score PP_MIME_FAKE_ASCII_TEXT 0.847
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.632
+score RATWARE_NO_RDNS 0.508
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.578
+score RDNS_NUM_TLD_XM 2.110
score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.974
+score REPTO_419_FRAUD_GM 2.713
score RISK_FREE 2.497
-score SENDGRID_REDIR 0.022
+score SENDGRID_REDIR 0.001
score SERGIO_SUBJECT_VIAGRA01 4.195
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.297
-score SHORTENER_SHORT_IMG 0.225
+score SHORTENER_SHORT_IMG 0.714
score SHORTENER_SHORT_SUBJ 2.996
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.103
+score SPOOFED_FREEMAIL 1.197
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
score SPOOF_GMAIL_MID 1.498
@@ -197,20 +198,19 @@ score THIS_AD 0.8
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.266
+score TO_EQ_FM_HTML_ONLY 0.259
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_DYNIP 0.249
-score TO_NO_BRKTS_FROM_MSSP 1.270
+score TO_NAME_SUBJ_NO_RDNS 1.553
+score TO_NO_BRKTS_DYNIP 0.250
+score TO_NO_BRKTS_FROM_MSSP 1.275
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.200
-score TO_NO_BRKTS_PCNT 1.562
-score TRANSFORM_LIFE 1.824
-score TVD_RCVD_SPACE_BRACKET 2.093
-score TVD_SPACE_ENCODED 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.195
+score TO_NO_BRKTS_PCNT 1.649
+score TRANSFORM_LIFE 1.517
+score TVD_RCVD_SPACE_BRACKET 2.457
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.996
score UNDISC_MONEY 3.296
@@ -218,22 +218,22 @@ score UNICODE_OBFU_ASC 2.4
score URI_DOTEDU 1.997
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.297
-score URI_GOOG_STO_SPAMMY 2.993
+score URI_GOOG_STO_SPAMMY 2.996
score URI_IN_URI_10 2.197
-score URI_ONLY_MSGID_MALF 1.969
-score URI_PHISH 3.703
+score URI_ONLY_MSGID_MALF 1.997
+score URI_PHISH 3.720
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.596
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.979
-score WORD_INVIS 0.001
+score VFY_ACCT_NORDNS 2.999
+score WORD_INVIS 0.001 # force non-zero
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.796
+score XM_DIGITS_ONLY 2.335
score XM_LIGHT_HEAVY 2.497
-score XM_RANDOM 1.446
-score XM_RECPTID 2.996
+score XM_RANDOM 1.445
+score XM_RECPTID 2.997
score XPRIO 0.001
score YOU_INHERIT 2.197
score AC_POST_EXTRAS 1.000
@@ -258,7 +258,6 @@ score BITCOIN_OBFU_SUBJ 1.0
score BITCOIN_ONAN 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
-score BITCOIN_SPAM_03 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_08 1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1894724&r1=1894723&r2=1894724&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Nov 4 02:49:08 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 256918 34.930% (99.295% of non-spam corpus)
-# Correctly spam: 346879 47.162% (72.756% of spam corpus)
-# False positives: 1823 0.248% (0.705% of nonspam, 108020 weighted)
-# False negatives: 129892 17.660% (27.244% of spam, 250236 weighted)
+# Correctly non-spam: 257896 35.664% (99.309% of non-spam corpus)
+# Correctly spam: 341076 47.167% (73.598% of spam corpus)
+# False positives: 1794 0.248% (0.691% of nonspam, 102155 weighted)
+# False negatives: 122356 16.921% (26.402% of spam, 228047 weighted)
# Average score for spam: 8.5 nonspam: 0.5
# Average for false-pos: 6.4 false-neg: 1.9
-# TOTAL: 735512 100.00%
+# TOTAL: 723122 100.00%

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

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 32099 99.29%
-# Correctly spam: 43398 72.96%
-# False positives: 231 0.71%
-# False negatives: 16084 27.04%
-# TCR(l=50): 2.152493 SpamRecall: 72.960% SpamPrec: 99.471%
+# Correctly non-spam: 32207 99.25%
+# Correctly spam: 42437 73.42%
+# False positives: 244 0.75%
+# False negatives: 15364 26.58%
+# TCR(l=50): 2.096974 SpamRecall: 73.419% SpamPrec: 99.428%

##### 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: 248965 96.22%
-# Correctly spam: 249752 52.38%
-# False positives: 9776 3.78%
-# False negatives: 227019 47.62%
-# TCR(l=50): 0.666050 SpamRecall: 52.384% SpamPrec: 96.233%
+# Correctly non-spam: 249924 96.24%
+# Correctly spam: 242660 52.36%
+# False positives: 9766 3.76%
+# False negatives: 220772 47.64%
+# TCR(l=50): 0.653575 SpamRecall: 52.362% SpamPrec: 96.131%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 31098 96.19%
-# Correctly spam: 31195 52.44%
-# False positives: 1232 3.81%
-# False negatives: 28287 47.56%
-# TCR(l=50): 0.661742 SpamRecall: 52.444% SpamPrec: 96.201%
+# Correctly non-spam: 31232 96.24%
+# Correctly spam: 30414 52.62%
+# False positives: 1219 3.76%
+# False negatives: 27387 47.38%
+# TCR(l=50): 0.654324 SpamRecall: 52.618% SpamPrec: 96.146%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1894724&r1=1894723&r2=1894724&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Nov 4 02:49:08 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 244881 46.667% (99.558% of non-spam corpus)
-# Correctly spam: 238074 45.370% (85.400% of spam corpus)
-# False positives: 1086 0.207% (0.442% of nonspam, 105474 weighted)
-# False negatives: 40700 7.756% (14.600% of spam, 81909 weighted)
+# Correctly non-spam: 244878 46.667% (99.557% of non-spam corpus)
+# Correctly spam: 238312 45.416% (85.487% of spam corpus)
+# False positives: 1089 0.208% (0.443% of nonspam, 105647 weighted)
+# False negatives: 40457 7.710% (14.513% of spam, 80429 weighted)
# Average score for spam: 16.4 nonspam: -0.9
# Average for false-pos: 8.6 false-neg: 2.0
-# TOTAL: 524741 100.00%
+# TOTAL: 524736 100.00%

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

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30569 99.54%
-# Correctly spam: 29808 85.47%
-# False positives: 142 0.46%
-# False negatives: 5067 14.53%
-# TCR(l=50): 2.866360 SpamRecall: 85.471% SpamPrec: 99.526%
+# Correctly non-spam: 30571 99.54%
+# Correctly spam: 29900 85.74%
+# False positives: 140 0.46%
+# False negatives: 4972 14.26%
+# TCR(l=50): 2.912797 SpamRecall: 85.742% SpamPrec: 99.534%

##### 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: 244731 99.50%
-# Correctly spam: 196056 70.33%
+# Correctly spam: 195994 70.31%
# False positives: 1236 0.50%
-# False negatives: 82718 29.67%
-# TCR(l=50): 1.928992 SpamRecall: 70.328% SpamPrec: 99.374%
+# False negatives: 82775 29.69%
+# TCR(l=50): 1.928196 SpamRecall: 70.307% SpamPrec: 99.373%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 30534 99.42%
-# Correctly spam: 24440 70.08%
+# Correctly spam: 24538 70.37%
# False positives: 177 0.58%
-# False negatives: 10435 29.92%
-# TCR(l=50): 1.808400 SpamRecall: 70.079% SpamPrec: 99.281%
+# False negatives: 10334 29.63%
+# TCR(l=50): 1.817765 SpamRecall: 70.366% SpamPrec: 99.284%