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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/08/31 03:06:13 UTC
svn commit: r1881335 [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=1881335&r1=1881334&r2=1881335&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Aug 31 03:06:12 2020
@@ -2,183 +2,181 @@
# ham-net-axb-coi-bulk.r1881291.log ham-net-axb-generic.r1881291.log ham-net-axb-ham-misc.r1881291.log ham-net-darxus.r1881291.log ham-net-ena-week0.r1881291.log ham-net-ena-week1.r1881291.log ham-net-ena-week2.r1881291.log ham-net-giovanni-ham.r1881291.log ham-net-giovanni-spammy.r1881291.log ham-net-giovanni-spam.r1881291.log ham-net-grenier.r1881291.log ham-net-jbrooks.r1881291.log ham-net-mmiroslaw-mails-ham.r1881291.log ham-net-mmiroslaw-mails-spam.r1881291.log ham-net-npiazzi.r1881291.log ham-net-pds.r1881291.log ham-net-sihde.r1881291.log ham-net-spamsponge.r1881291.log ham-net-thendrikx.r1881291.log spam-net-axb-coi-bulk.r1881291.log spam-net-axb-generic.r1881291.log spam-net-axb-ham-misc.r1881291.log spam-net-darxus.r1881291.log spam-net-ena-week0.r1881291.log spam-net-ena-week1.r1881291.log spam-net-ena-week2.r1881291.log spam-net-giovanni-ham.r1881291.log spam-net-giovanni-spammy.r1881291.log spam-net-giovanni-spam.r1881291.log spam-net-grenier.r1881291.log spam-net-jbroo
ks.r1881291.log spam-net-mmiroslaw-mails-ham.r1881291.log spam-net-mmiroslaw-mails-spam.r1881291.log spam-net-npiazzi.r1881291.log spam-net-pds.r1881291.log spam-net-sihde.r1881291.log spam-net-spamsponge.r1881291.log spam-net-thendrikx.r1881291.log
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
+score AC_DIV_BONANZA 0.001 # force non-zero
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.001 # force non-zero
-score ADVANCE_FEE_2_NEW_MONEY 1.470
-score ADVANCE_FEE_3_NEW 3.467
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.893
-score ADVANCE_FEE_3_NEW_MONEY 2.499
+score AC_POST_EXTRAS 0.001
+score ADVANCE_FEE_2_NEW_MONEY 1.913
+score ADVANCE_FEE_3_NEW 3.466
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.411
+score ADVANCE_FEE_3_NEW_MONEY 2.500
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.227
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.491
score BITCOIN_EXTORT_01 4.999
-score BITCOIN_MALWARE 2.654
-score BITCOIN_SPAM_08 1.152
-score BITCOIN_SPAM_09 0.917
-score BITCOIN_YOUR_INFO 1.313
+score BITCOIN_MALWARE 1.596
+score BITCOIN_SPAM_08 2.103
+score BITCOIN_SPAM_09 0.285
+score BITCOIN_YOUR_INFO 1.309
score BODY_SINGLE_URI 2.499
-score BODY_URI_ONLY 1.000
-score BOGUS_MIME_VERSION 2.800
+score BODY_URI_ONLY 0.998
+score BOGUS_MIME_VERSION 2.801
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.209
+score CK_HELO_GENERIC 0.062
score CTE_8BIT_MISMATCH 0.999
score CTYPE_NULL 2.699
score DKIMWL_BL 2.999
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.499
score DSN_NO_MIMEVERSION 1.999
-score DX_TEXT_03 0.699
+score DX_TEXT_03 0.600
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.001
+score FILL_THIS_FORM 0.001 # force non-zero
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_DOTGOV 0.011
-score FONT_INVIS_LONG_LINE 0.001 # force non-zero
-score FONT_INVIS_POSTEXTRAS 1.465
-score FORGED_RELAY_MUA_TO_MX 3.548
-score FORGED_SPF_HELO 0.490
-score FORM_FRAUD_5 1.489
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FONT_INVIS_DOTGOV 0.001
+score FONT_INVIS_LONG_LINE 0.001
+score FONT_INVIS_POSTEXTRAS 1.473
+score FORGED_RELAY_MUA_TO_MX 3.700
+score FORGED_SPF_HELO 0.601
+score FORM_FRAUD_5 2.599
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_2_EMAILS_SHORT 1.999
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.448
-score FROM_GOV_SPOOF 0.001
-score FROM_MISSPACED 0.001
+score FROM_GOV_DKIM_AU -0.447
+score FROM_GOV_SPOOF 0.001 # force non-zero
+score FROM_MISSPACED 1.999
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.100
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 1.627
+score FROM_MISSP_EH_MATCH 1.570
+score FROM_MISSP_FREEMAIL 2.116
+score FROM_MISSP_MSFT 0.861
+score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 2.003
-score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 1.753
-score FROM_NAME_EQ_TO_G_DRIVE 0.737
-score FROM_NTLD_REPLY_FREEMAIL 0.307
+score FROM_MISSP_USER 1.535
+score FROM_MISSP_XPRIO 2.499
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.990
-score FROM_WORDY 0.366
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.055
-score FSL_NEW_HELO_USER 0.001
-score FUZZY_SAVINGS 2.570
-score FUZZY_WALLET 0.469
-score GB_BITCOIN_CP 1.478
+score FSL_CTYPE_WIN1251 2.434
+score FSL_HELO_FAKE 2.346
+score FSL_NEW_HELO_USER 1.999
+score FUZZY_SAVINGS 1.631
+score FUZZY_WALLET 1.753
+score GB_BITCOIN_CP 2.852
score GB_FREEMAIL_DISPTO 0.001
-score GB_GOOGLE_OBFUS 0.749
+score GB_GOOGLE_OBFUS 0.750
score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.100
+score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.137
+score HDR_ORDER_FTSDMCXX_NORDNS 3.400
score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
-score HELO_MISC_IP 0.121
-score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_NAME_FM_MR_MRS 1.035
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 0.565
-score HK_SCAM 2.000
+score HELO_MISC_IP 0.167
+score HELO_NO_DOMAIN 0.001
+score HK_NAME_FM_MR_MRS 0.807
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.999
score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI 0.793
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.352
-score HTML_TEXT_INVISIBLE_STYLE 1.988
-score IMG_ONLY_FM_DOM_INFO 2.447
-score KB_FORGED_MOZ4 3.513
-score KHOP_FAKE_EBAY 0.725
-score KHOP_HELO_FCRDNS 0.400
-score LIST_PRTL_SAME_USER 1.032
-score LONG_HEX_URI 0.073
+score HOSTED_IMG_MULTI 2.488
+score HTML_SINGLET_MANY 2.470
+score HTML_TEXT_INVISIBLE_FONT 1.775
+score HTML_TEXT_INVISIBLE_STYLE 2.004
+score IMG_ONLY_FM_DOM_INFO 2.445
+score KB_FORGED_MOZ4 3.727
+score KHOP_FAKE_EBAY 0.409
+score KHOP_HELO_FCRDNS 0.399
+score LIST_PRTL_SAME_USER 0.798
+score LONG_HEX_URI 0.072
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 1.404
-score MALWARE_PASSWORD 3.282
-score MANY_SPAN_IN_TEXT 3.299
-score MAY_BE_FORGED 2.295
-score MILLION_HUNDRED 2.599
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 1.441
+score MALWARE_NORDNS 2.112
+score MALWARE_PASSWORD 1.344
+score MANY_SPAN_IN_TEXT 3.300
+score MAY_BE_FORGED 0.001
+score MILLION_HUNDRED 1.145
+score MIMEOLE_DIRECT_TO_MX 1.999
+score MIXED_ES 0.001 # force non-zero
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.499
-score MONEY_FRAUD_5 0.781
-score MONEY_FRAUD_8 0.290
-score MONEY_FROM_MISSP 1.957
-score MSM_PRIO_REPTO 2.385
-score NICE_REPLY_A -0.207
+score MONEY_FRAUD_3 2.055
+score MONEY_FRAUD_5 1.027
+score MONEY_FRAUD_8 0.001
+score MONEY_FROM_MISSP 1.999
+score MSM_PRIO_REPTO 2.499
+score NICE_REPLY_A -2.130
score NORDNS_LOW_CONTRAST 0.911
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.488
-score OFFER_ONLY_AMERICA 1.082
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score NSL_RCVD_FROM_USER 2.215
+score NSL_RCVD_HELO_USER 0.985
+score OFFER_ONLY_AMERICA 0.868
+score PDS_EMPTYSUBJ_URISHRT 0.178
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 1.297
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_NAKED_TO_NUMERO 1.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT 1.499
-score PDS_TINYSUBJ_URISHRT 0.001
+score PDS_SHORTFWD_URISHRT 1.500
+score PDS_TINYSUBJ_URISHRT 0.047
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
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 3.199
-score PP_MIME_FAKE_ASCII_TEXT 0.081
+score PP_MIME_FAKE_ASCII_TEXT 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.473
+score RDNS_NUM_TLD_XM 0.895
score SERGIO_SUBJECT_VIAGRA01 3.799
score SHORTENED_URL_SRC 3.999
-score SHORTENER_SHORT_IMG 1.527
+score SHORTENER_SHORT_IMG 1.482
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.213
-score SPOOFED_FREEMAIL 1.258
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.499
-score SPOOFED_FREEM_REPTO_CHN 3.232
-score SPOOFED_URL 1.471
-score SPOOFED_URL_HOST 1.095
+score SINGLETS_LOW_CONTRAST 0.236
+score SPOOFED_FREEMAIL 1.321
+score SPOOFED_FREEMAIL_NO_RDNS 0.110
+score SPOOFED_FREEM_REPTO 2.473
+score SPOOFED_FREEM_REPTO_CHN 3.198
+score SPOOFED_URL 1.105
+score SPOOFED_URL_HOST 1.461
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 0.159
-score SUBJ_OBFU_PUNCT_FEW 0.101
-score SUBJ_OBFU_PUNCT_MANY 0.352
+score STOCK_LOW_CONTRAST 0.504
+score SUBJ_OBFU_PUNCT_FEW 0.240
+score SUBJ_OBFU_PUNCT_MANY 0.035
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 0.999
-score THIS_IS_ADV_SUSP_NTLD 1.124
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.351
+score THIS_AD 0.899
+score THIS_IS_ADV_SUSP_NTLD 0.999
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.668
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.700
+score TO_EQ_FM_DOM_HTML_IMG 0.068
+score TO_EQ_FM_DOM_HTML_ONLY 1.599
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.889
-score TO_EQ_FM_SPF_FAIL 1.299
+score TO_EQ_FM_HTML_ONLY 1.158
+score TO_EQ_FM_SPF_FAIL 1.683
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 1.818
-score TO_NO_BRKTS_DYNIP 2.017
-score TO_NO_BRKTS_FROM_MSSP 2.018
+score TO_NAME_SUBJ_NO_RDNS 2.178
+score TO_NO_BRKTS_DYNIP 1.629
+score TO_NO_BRKTS_FROM_MSSP 2.402
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.951
-score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.395
-score TVD_SPACE_ENCODED 0.960
-score TVD_SPACE_RATIO_MINFP 1.555
-score UPGRADE_MAILBOX 0.664
-score URI_GOOGLE_PROXY 2.299
+score TO_NO_BRKTS_HTML_ONLY 1.998
+score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.997
+score TO_NO_BRKTS_PCNT 2.393
+score TVD_SPACE_ENCODED 0.845
+score TVD_SPACE_RATIO_MINFP 0.441
+score UPGRADE_MAILBOX 0.302
+score URI_GOOGLE_PROXY 2.198
score URI_IMG_WP_REDIR 2.999
-score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.346
-score URI_WPADMIN 2.199
+score URI_ONLY_MSGID_MALF 1.049
+score URI_PHP_REDIR 3.500
+score URI_TRY_3LD 1.997
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED_2 2.335
-score XPRIO_SHORT_SUBJ 2.327
-score XPRIO_URL_SHORTNER 0.320
+score URI_WP_HACKED_2 2.271
+score XPRIO_SHORT_SUBJ 2.343
+score XPRIO_URL_SHORTNER 0.131
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -236,6 +234,7 @@ score FROM_NEWDOM_BTC 1.0
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
+score FROM_WORDY 1.000
score FROM_WORDY_SHORT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
@@ -293,7 +292,6 @@ score UNICODE_OBFU_ASC 1.0
score UNICODE_OBFU_ZW 1.000
score URI_DATA 1.000
score URI_HEX_IP 1.000
-score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
score URI_PHISH 1.000
score URI_WP_HACKED 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1881335&r1=1881334&r2=1881335&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Aug 31 03:06:12 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 764610 71.188% (99.726% of non-spam corpus)
-# Correctly spam: 239435 22.292% (77.902% of spam corpus)
-# False positives: 2103 0.196% (0.274% of nonspam, 24522 weighted)
-# False negatives: 67918 6.323% (22.098% of spam, 151277 weighted)
-# Average score for spam: 8.7 nonspam: 0.8
-# Average for false-pos: 5.8 false-neg: 2.2
-# TOTAL: 1074066 100.00%
+# Correctly non-spam: 143905 11.916% (99.502% of non-spam corpus)
+# Correctly spam: 923876 76.500% (86.907% of spam corpus)
+# False positives: 720 0.060% (0.498% of nonspam, 154773 weighted)
+# False negatives: 139181 11.525% (13.093% of spam, 314922 weighted)
+# Average score for spam: 8.8 nonspam: 0.8
+# Average for false-pos: 5.8 false-neg: 2.3
+# TOTAL: 1207682 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 95287 99.66%
-# Correctly spam: 30152 78.66%
-# False positives: 323 0.34%
-# False negatives: 8180 21.34%
-# TCR(l=50): 1.575503 SpamRecall: 78.660% SpamPrec: 98.940%
+# Correctly non-spam: 17958 99.00%
+# Correctly spam: 115613 87.12%
+# False positives: 181 1.00%
+# False negatives: 17089 12.88%
+# TCR(l=50): 5.076782 SpamRecall: 87.122% SpamPrec: 99.844%
##### 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: 760398 99.18%
-# Correctly spam: 146674 47.72%
-# False positives: 6315 0.82%
-# False negatives: 160679 52.28%
-# TCR(l=50): 0.645118 SpamRecall: 47.722% SpamPrec: 95.872%
+# Correctly non-spam: 137521 95.09%
+# Correctly spam: 404522 38.05%
+# False positives: 7104 4.91%
+# False negatives: 658535 61.95%
+# TCR(l=50): 1.048654 SpamRecall: 38.053% SpamPrec: 98.274%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 94809 99.16%
-# Correctly spam: 18579 48.47%
-# False positives: 801 0.84%
-# False negatives: 19753 51.53%
-# TCR(l=50): 0.640971 SpamRecall: 48.469% SpamPrec: 95.867%
+# Correctly non-spam: 17190 94.77%
+# Correctly spam: 50143 37.79%
+# False positives: 949 5.23%
+# False negatives: 82559 62.21%
+# TCR(l=50): 1.020714 SpamRecall: 37.786% SpamPrec: 98.143%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1881335&r1=1881334&r2=1881335&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Aug 31 03:06:12 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 150690 12.403% (98.916% of non-spam corpus)
-# Correctly spam: 1011676 83.270% (95.208% of spam corpus)
-# False positives: 1652 0.136% (1.084% of nonspam, 836451 weighted)
-# False negatives: 50922 4.191% (4.792% of spam, 95397 weighted)
+# Correctly non-spam: 150712 12.405% (98.933% of non-spam corpus)
+# Correctly spam: 1011009 83.217% (95.147% of spam corpus)
+# False positives: 1626 0.134% (1.067% of nonspam, 821437 weighted)
+# False negatives: 51562 4.244% (4.853% of spam, 97833 weighted)
# Average score for spam: 13.7 nonspam: -0.7
-# Average for false-pos: 7.3 false-neg: 1.9
-# TOTAL: 1214940 100.00%
+# Average for false-pos: 7.2 false-neg: 1.9
+# TOTAL: 1214909 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 18945 98.92%
-# Correctly spam: 126279 95.21%
-# False positives: 207 1.08%
-# False negatives: 6357 4.79%
-# TCR(l=50): 7.938948 SpamRecall: 95.207% SpamPrec: 99.836%
+# Correctly non-spam: 18944 98.91%
+# Correctly spam: 126200 95.15%
+# False positives: 208 1.09%
+# False negatives: 6432 4.85%
+# TCR(l=50): 7.879753 SpamRecall: 95.150% SpamPrec: 99.835%
##### 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: 148535 97.50%
-# Correctly spam: 651971 61.36%
-# False positives: 3807 2.50%
-# False negatives: 410627 38.64%
-# TCR(l=50): 1.768118 SpamRecall: 61.356% SpamPrec: 99.419%
+# Correctly non-spam: 148538 97.51%
+# Correctly spam: 651965 61.36%
+# False positives: 3800 2.49%
+# False negatives: 410606 38.64%
+# TCR(l=50): 1.769165 SpamRecall: 61.357% SpamPrec: 99.421%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 18704 97.66%
-# Correctly spam: 81292 61.29%
-# False positives: 448 2.34%
-# False negatives: 51344 38.71%
-# TCR(l=50): 1.798601 SpamRecall: 61.290% SpamPrec: 99.452%
+# Correctly non-spam: 18699 97.63%
+# Correctly spam: 81346 61.33%
+# False positives: 453 2.37%
+# False negatives: 51286 38.67%
+# TCR(l=50): 1.793876 SpamRecall: 61.332% SpamPrec: 99.446%