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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/12/24 02:40:10 UTC
svn commit: r1906192 [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=1906192&r1=1906191&r2=1906192&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Dec 24 02:40:09 2022
@@ -3,204 +3,201 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 1.895
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 1.131
-score ADVANCE_FEE_4_NEW 2.399
+score AC_FROM_MANY_DOTS 2.996
+score AC_HTML_NONSENSE_TAGS 1.997
+score ADMITS_SPAM 1.887
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_MONEY 0.957
+score ADVANCE_FEE_4_NEW 2.397
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.102
-score ADVANCE_FEE_5_NEW_MONEY 0.702
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.110
+score ADVANCE_FEE_5_NEW_MONEY 0.521
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BAT_BDRY_TO_MALF 1.741
-score BIGNUM_EMAILS_FREEM 0.637
-score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 2.278
-score BITCOIN_EXTORT_01 2.674
-score BITCOIN_MALF_HTML 3.499
-score BITCOIN_MALWARE 0.405
-score BITCOIN_ONAN 2.196
-score BITCOIN_SPAM_02 0.029
-score BITCOIN_SPAM_03 0.484
-score BITCOIN_SPAM_05 1.734
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_XPRIO 0.020
-score BITCOIN_YOUR_INFO 1.620
+score BAT_BDRY_TO_MALF 2.036
+score BIGNUM_EMAILS_FREEM 1.625
+score BIGNUM_EMAILS_MANY 2.996
+score BITCOIN_DEADLINE 2.269
+score BITCOIN_EXTORT_01 2.055
+score BITCOIN_MALF_HTML 3.496
+score BITCOIN_MALWARE 0.001
+score BITCOIN_ONAN 1.429
+score BITCOIN_SPAM_02 0.546
+score BITCOIN_SPAM_03 0.001
+score BITCOIN_SPAM_05 1.173
+score BITCOIN_SPAM_09 1.498
+score BITCOIN_XPRIO 0.541
+score BITCOIN_YOUR_INFO 0.336
score BODY_URI_ONLY 0.001
-score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML_WEAK 1.499
+score CK_HELO_GENERIC 0.248
+score CONTENT_AFTER_HTML_WEAK 1.498
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 2.599
-score DEAR_BENEFICIARY 1.166
+score DATE_IN_FUTURE_Q_PLUS 2.596
+score DEAR_BENEFICIARY 1.345
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.755
-score DX_TEXT_03 1.799
+score DKIMWL_WL_MEDHI -0.307
+score DX_TEXT_03 1.797
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.599
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 0.598
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.121
-score FONT_INVIS_MSGID 1.026
-score FONT_INVIS_NORDNS 0.672
-score FONT_INVIS_POSTEXTRAS 1.396
+score FONT_INVIS_LONG_LINE 2.189
+score FONT_INVIS_MSGID 1.384
+score FONT_INVIS_NORDNS 0.931
+score FONT_INVIS_POSTEXTRAS 1.395
score FORGED_SPF_HELO 0.944
score FORM_FRAUD 0.001
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 2.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.113
+score FROM_ADDR_WS 2.996
score FROM_FMBLA_NEWDOM 0.001
score FROM_FMBLA_NEWDOM14 0.001
-score FROM_FMBLA_NEWDOM28 0.800
+score FROM_FMBLA_NEWDOM28 0.798
score FROM_GOV_DKIM_AU -0.999
-score FROM_MISSPACED 1.999
+score FROM_MISSPACED 1.997
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_MULTI_NORDNS 0.771
-score FROM_PAYPAL_SPOOF 1.599
+score FROM_MISSP_USER 0.001
+score FROM_PAYPAL_SPOOF 0.068
score FROM_SUSPICIOUS_NTLD 0.001
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.854
+score FSL_HAS_TINYURL 2.852
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 0.001 # force non-zero
-score FUZZY_BITCOIN 0.737
-score FUZZY_PORN 1.566
-score FUZZY_WALLET 1.786
-score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 0.225
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.166
-score GB_HASHBL_BTC 0.301
-score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.599
-score GOOG_STO_IMG_NOHTML 2.499
-score GOOG_STO_NOIMG_HTML 2.951
-score HAS_X_OUTGOING_SPAM_STAT 0.967
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 1.708
+score FUZZY_AMAZON 0.001
+score FUZZY_BITCOIN 0.905
+score FUZZY_PORN 0.845
+score FUZZY_WALLET 1.795
+score GB_BITCOIN_CP 2.855
+score GB_BITCOIN_NH 0.001
+score GB_CUSTOM_HTM_URI 1.498
+score GB_FAKE_RF_SHORT 1.997
+score GB_FREEMAIL_DISPTO 0.165
+score GB_HASHBL_BTC 1.574
+score GB_URI_FLEEK_STO_HTM 0.998
+score GOOG_REDIR_HTML_ONLY 1.997
+score GOOG_REDIR_NORDNS 2.596
+score GOOG_STO_IMG_NOHTML 2.497
+score GOOG_STO_NOIMG_HTML 2.946
+score HAS_X_OUTGOING_SPAM_STAT 0.609
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 1.697
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.999
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
+score HK_LOTTO 0.998
+score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.466
-score HOSTED_IMG_MULTI_PUB_01 0.328
-score HTML_ENTITY_ASCII 2.999
+score HOSTED_IMG_FREEM 3.329
+score HOSTED_IMG_MULTI_PUB_01 0.382
+score HTML_ENTITY_ASCII 2.996
score HTML_FONT_TINY_NORDNS 1.369
score HTML_OFF_PAGE 0.001
-score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.525
-score HTML_TEXT_INVISIBLE_STYLE 0.001 # force non-zero
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
-score KHOP_JS_OBFUSCATION 3.099
-score LONGLN_LOW_CONTRAST 1.765
-score LONG_HEX_URI 1.617
+score HTML_TAG_BALANCE_CENTER 3.096
+score HTML_TEXT_INVISIBLE_FONT 1.163
+score HTML_TEXT_INVISIBLE_STYLE 0.001
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_HELO_FCRDNS 0.001
+score KHOP_JS_OBFUSCATION 3.096
+score LONGLN_LOW_CONTRAST 2.019
+score LONG_HEX_URI 1.630
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.603
+score LONG_INVISIBLE_TEXT 1.533
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MALWARE_NORDNS 0.875
+score LOTTO_DEPT 0.001
+score MALWARE_NORDNS 0.970
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.999
+score MILLION_USD 1.997
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.096
-score MIXED_IMG_CASE 2.999
-score MONEY_ATM_CARD 2.500
-score MONEY_FORM 0.001 # force non-zero
+score MIXED_ES 2.071
+score MIXED_IMG_CASE 2.996
+score MONEY_ATM_CARD 2.497
+score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.499
+score MONEY_FRAUD_3 2.497
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.232
-score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 1.499
-score NA_DOLLARS 1.322
-score NICE_REPLY_A -1.148
-score NORDNS_LOW_CONTRAST 0.334
+score MONEY_FREEMAIL_REPTO 2.224
+score MONEY_FROM_MISSP 0.001 # force non-zero
+score MSMAIL_PRI_ABNORMAL 1.278
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -1.147
+score NORDNS_LOW_CONTRAST 0.077
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 1.999
-score OBFU_BITCOIN 2.999
-score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.946
-score PDS_BTC_ID 0.499
+score NUMBERONLY_BITCOIN_EXP 0.708
+score OBFU_BITCOIN 2.996
+score OBFU_TEXT_ATTACH 0.638
+score ODD_FREEM_REPTO 2.944
+score PDS_BTC_ID 0.293
score PDS_BTC_MSGID 0.001
-score PDS_FROM_2_EMAILS 1.687
-score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_FROM_2_EMAILS 1.699
+score PDS_NAKED_TO_NUMERO 1.997
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORT_SPOOFED_URL 1.999
-score PHP_ORIG_SCRIPT 2.499
-score PHP_SCRIPT 1.602
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
-score RAND_MKTG_HEADER 1.999
+score PDS_SHORT_SPOOFED_URL 1.997
+score PHP_ORIG_SCRIPT 2.497
+score PHP_SCRIPT 1.820
+score PP_MIME_FAKE_ASCII_TEXT 0.001
+score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.888
-score SCC_CANSPAM_2 2.199
-score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.066
-score SERGIO_SUBJECT_VIAGRA01 1.539
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.116
-score SHORT_SHORTNER 1.999
+score RDNS_NUM_TLD_XM 2.980
+score SCC_CANSPAM_2 2.197
+score SCC_ISEMM_LID_1B 1.498
+score SENDGRID_REDIR 1.067
+score SERGIO_SUBJECT_VIAGRA01 1.134
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENER_SHORT_IMG 1.382
+score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 0.001
-score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 2.099
+score STATIC_XPRIO_OLE 0.001 # force non-zero
+score SUSP_UTF8_WORD_SUBJ 1.997
+score THIS_AD 2.097
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_NAME_SUBJ_NO_RDNS 1.643
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NAME_SUBJ_NO_RDNS 2.493
+score TO_NO_BRKTS_FROM_MSSP 2.497
+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 1.717
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 2.461
-score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.411
-score UNICODE_OBFU_ASC 2.500
-score URI_DOTEDU 0.953
-score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 1.999
-score URI_PHISH 3.697
+score TO_NO_BRKTS_NORDNS_HTML 1.665
+score TO_NO_BRKTS_PCNT 2.497
+score TVD_RCVD_SPACE_BRACKET 1.195
+score UNDISC_FREEM 2.696
+score UNDISC_MONEY 2.315
+score UNICODE_OBFU_ASC 2.497
+score URI_DOTEDU 0.666
+score URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 1.998
+score URI_PHISH 3.689
score URI_TRY_3LD 1.982
-score URI_WPADMIN 1.415
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 1.879
-score WORD_INVIS 0.672
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.328
-score XM_RANDOM 0.001 # force non-zero
+score URI_WPADMIN 1.418
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 1.546
+score WORD_INVIS 0.311
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.421
+score XM_RANDOM 0.001
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 1.667
-score XPRIO_URL_SHORTNER 0.999
+score XPRIO_SHORT_SUBJ 2.332
+score XPRIO_URL_SHORTNER 0.656
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -279,6 +276,7 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -296,6 +294,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
@@ -349,7 +348,6 @@ score SHORT_IMG_SUSP_NTLD 1.0
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
-score SUBJ_ATTENTION 0.500
score SUBJ_BRKN_WORDNUMS 1.000
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1906192&r1=1906191&r2=1906192&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Dec 24 02:40:09 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 299529 67.238% (99.618% of non-spam corpus)
-# Correctly spam: 107678 24.172% (74.366% of spam corpus)
-# False positives: 1149 0.258% (0.382% of nonspam, 19884 weighted)
-# False negatives: 37117 8.332% (25.634% of spam, 50827 weighted)
-# Average score for spam: 9.7 nonspam: 0.7
-# Average for false-pos: 7.2 false-neg: 1.4
-# TOTAL: 445473 100.00%
+# Correctly non-spam: 299300 66.769% (99.623% of non-spam corpus)
+# Correctly spam: 111006 24.764% (75.091% of spam corpus)
+# False positives: 1133 0.253% (0.377% of nonspam, 20394 weighted)
+# False negatives: 36822 8.214% (24.909% of spam, 50611 weighted)
+# Average score for spam: 10.4 nonspam: 0.7
+# Average for false-pos: 7.3 false-neg: 1.4
+# TOTAL: 448261 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37386 99.62%
-# Correctly spam: 13459 74.11%
-# False positives: 143 0.38%
-# False negatives: 4703 25.89%
-# TCR(l=50): 1.532270 SpamRecall: 74.105% SpamPrec: 98.949%
+# Correctly non-spam: 37342 99.60%
+# Correctly spam: 13863 74.70%
+# False positives: 150 0.40%
+# False negatives: 4694 25.30%
+# TCR(l=50): 1.521814 SpamRecall: 74.705% SpamPrec: 98.930%
##### 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: 293844 97.73%
-# Correctly spam: 86654 59.85%
-# False positives: 6834 2.27%
-# False negatives: 58141 40.15%
-# TCR(l=50): 0.362131 SpamRecall: 59.846% SpamPrec: 92.690%
+# Correctly non-spam: 293676 97.75%
+# Correctly spam: 88906 60.14%
+# False positives: 6757 2.25%
+# False negatives: 58922 39.86%
+# TCR(l=50): 0.372577 SpamRecall: 60.142% SpamPrec: 92.937%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36743 97.91%
-# Correctly spam: 10825 59.60%
-# False positives: 786 2.09%
-# False negatives: 7337 40.40%
-# TCR(l=50): 0.389433 SpamRecall: 59.602% SpamPrec: 93.231%
+# Correctly non-spam: 36620 97.67%
+# Correctly spam: 11185 60.27%
+# False positives: 872 2.33%
+# False negatives: 7372 39.73%
+# TCR(l=50): 0.364063 SpamRecall: 60.274% SpamPrec: 92.768%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1906192&r1=1906191&r2=1906192&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Dec 24 02:40:09 2022
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 298240 69.873% (99.282% of non-spam corpus)
-# Correctly spam: 90097 21.108% (71.258% of spam corpus)
-# False positives: 2156 0.505% (0.718% of nonspam, 84635 weighted)
-# False negatives: 36341 8.514% (28.742% of spam, 64490 weighted)
-# Average score for spam: 13.0 nonspam: -0.0
+# Correctly non-spam: 298222 69.868% (99.276% of non-spam corpus)
+# Correctly spam: 89932 21.070% (71.127% of spam corpus)
+# False positives: 2174 0.509% (0.724% of nonspam, 85010 weighted)
+# False negatives: 36506 8.553% (28.873% of spam, 65306 weighted)
+# Average score for spam: 12.7 nonspam: -0.0
# Average for false-pos: 9.3 false-neg: 1.8
# TOTAL: 426834 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37211 99.27%
-# Correctly spam: 11526 72.61%
-# False positives: 275 0.73%
-# False negatives: 4347 27.39%
-# TCR(l=50): 0.877107 SpamRecall: 72.614% SpamPrec: 97.670%
+# Correctly non-spam: 37208 99.26%
+# Correctly spam: 11506 72.49%
+# False positives: 278 0.74%
+# False negatives: 4367 27.51%
+# TCR(l=50): 0.868944 SpamRecall: 72.488% SpamPrec: 97.641%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...