Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914274&r1=1914273&r2=1914274&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Dec 2 02:45:07 2023
@@ -1,205 +1,203 @@
# Using score set 1 logs for revision 1914106 from:
# ham-net-ena-week0.r1914106.log ham-net-ena-week1.r1914106.log ham-net-ena-week2.r1914106.log ham-net-ena-week3.r1914106.log ham-net-ena-week4.r1914106.log ham-net-giovanni-ham.r1914106.log ham-net-giovanni-spammy.r1914106.log ham-net-giovanni-spam.r1914106.log ham-net-grenier.r1914106.log ham-net-hege.r1914106.log ham-net-jhardin.r1914106.log ham-net-llanga.r1914106.log ham-net-mmiroslaw-mails-ham.r1914106.log ham-net-mmiroslaw-mails-spam.r1914106.log ham-net-spamsponge.r1914106.log ham-net-whyscream.r1914106.log spam-net-ena-week0.r1914106.log spam-net-ena-week1.r1914106.log spam-net-ena-week2.r1914106.log spam-net-ena-week3.r1914106.log spam-net-ena-week4.r1914106.log spam-net-giovanni-ham.r1914106.log spam-net-giovanni-spammy.r1914106.log spam-net-giovanni-spam.r1914106.log spam-net-grenier.r1914106.log spam-net-hege.r1914106.log spam-net-jhardin.r1914106.log spam-net-llanga.r1914106.log spam-net-mmiroslaw-mails-ham.r1914106.log spam-net-mmiroslaw-mails-spam.r1914106.log spam-n
et-spamsponge.r1914106.log spam-net-whyscream.r1914106.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 3.000
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.500
-score AC_HTML_NONSENSE_TAGS 1.999
+score AC_FROM_MANY_DOTS 2.499
+score AC_HTML_NONSENSE_TAGS 2.000
score AC_POST_EXTRAS 2.499
-score ADMITS_SPAM 2.500
+score ADMITS_SPAM 2.499
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.266
+score ADVANCE_FEE_3_NEW 3.264
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW_MONEY 2.499
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.295
-score AD_PREFS 0.140
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 2.004
+score AD_PREFS 0.499
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 1.578
-score BITCOIN_EXTORT_02 3.650
-score BITCOIN_MALF_HTML 2.891
-score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 2.877
-score BITCOIN_SPAM_02 0.001
+score BITCOIN_EXTORT_01 2.139
+score BITCOIN_EXTORT_02 1.719
+score BITCOIN_MALF_HTML 2.648
+score BITCOIN_ONAN 2.860
+score BITCOIN_PAY_ME 1.632
+score BITCOIN_SPAM_02 0.001 # force non-zero
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 0.706
-score BITCOIN_TOEQFM 1.815
-score BITCOIN_VISTA 0.721
+score BITCOIN_SPAM_07 0.075
+score BITCOIN_TOEQFM 1.369
+score BITCOIN_VISTA 0.720
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 1.021
+score BITCOIN_YOUR_INFO 1.080
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 2.270
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -0.001 # force non-zero
+score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score END_FUTURE_EMAILS 2.500
-score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FILL_THIS_FORM 0.899
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.651
-score FONT_INVIS_POSTEXTRAS 1.343
+score FONT_INVIS_MSGID 1.654
+score FONT_INVIS_POSTEXTRAS 1.312
score FORGED_SPF_HELO 2.199
-score FORM_FRAUD 0.948
score FORM_FRAUD_5 2.499
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 1.549
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 1.550
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.179
+score FROM_GOV_DKIM_AU -0.901
score FROM_IN_TO_AND_SUBJ 1.799
-score FROM_MISSPACED 1.372
-score FROM_MISSP_DYNIP 0.898
-score FROM_MISSP_EH_MATCH 1.799
-score FROM_MISSP_FREEMAIL 1.953
-score FROM_MISSP_MSFT 0.520
-score FROM_MISSP_REPLYTO 1.925
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_PAYPAL_SPOOF 0.001
+score FROM_MISSPACED 1.305
+score FROM_MISSP_DYNIP 0.899
+score FROM_MISSP_EH_MATCH 1.803
+score FROM_MISSP_FREEMAIL 1.951
+score FROM_MISSP_MSFT 0.517
+score FROM_MISSP_REPLYTO 1.994
+score FROM_MISSP_SPF_FAIL 1.884
+score FROM_MISSP_USER 0.001
+score FROM_PAYPAL_SPOOF 0.535
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_SUSPICIOUS_NTLD_FP 2.000
score FROM_WSP_TRAIL 2.399
-score FSL_BULK_SIG 1.110
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_BULK_SIG 1.111
+score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 1.799
score FSL_HELO_FAKE 1.199
score FSL_NEW_HELO_USER 0.001
score FUZZY_BITCOIN 0.001
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 0.152
+score GB_BITCOIN_CP 0.668
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 0.831
+score GB_FAKE_RF_SHORT 0.830
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 2.254
-score GOOG_REDIR_HTML_ONLY 2.000
+score GB_HASHBL_BTC 2.260
+score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 1.652
-score HAS_X_OUTGOING_SPAM_STAT 0.794
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 0.890
score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
-score HDR_ORDER_FTSDMCXX_NORDNS 1.866
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 1.871
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.001
-score HOSTED_IMG_FREEM 2.610
-score HOSTED_IMG_MULTI_PUB_01 3.000
+score HOSTED_IMG_DIRECT_MX 3.428
+score HOSTED_IMG_FREEM 2.614
+score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_PHPMAIL 2.500
-score HTML_BADATTR 0.790
-score HTML_ENTITY_ASCII_TINY 2.440
+score HTML_BADATTR 0.107
+score HTML_ENTITY_ASCII_TINY 2.407
score HTML_FONT_TINY_NORDNS 1.999
score HTML_SINGLET_MANY 2.499
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 1.504
+score HTML_TEXT_INVISIBLE_STYLE 1.444
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.259
+score KHOP_HELO_FCRDNS 0.260
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.938
+score LONG_IMG_URI 2.937
score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.900
-score MALWARE_NORDNS 0.540
-score MALW_ATTACH 2.299
+score LOTTO_DEPT 2.000
+score MALFORMED_FREEMAIL 2.899
+score MALWARE_NORDNS 0.862
+score MALW_ATTACH 2.399
score MANY_SPAN_IN_TEXT 2.299
score MANY_SUBDOM 2.299
score MILLION_EUR 0.001
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.553
+score MILLION_USD 1.397
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.836
-score MIXED_ES 2.399
+score MIME_NO_TEXT 1.457
+score MIXED_ES 2.299
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.866
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.394
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.825
-score MONEY_FREEMAIL_REPTO 1.282
+score MONEY_FRAUD_8 0.976
+score MONEY_FREEMAIL_REPTO 1.285
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.567
+score MONEY_NOHTML 1.709
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.534
-score NORDNS_LOW_CONTRAST 1.524
+score NICE_REPLY_A -1.797
+score NORDNS_LOW_CONTRAST 1.525
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 1.451
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 2.124
score NUMBERONLY_BITCOIN_EXP 1.999
score OBFU_BITCOIN 0.001
-score OBFU_TEXT_ATTACH 1.599
+score OBFU_TEXT_ATTACH 1.284
score ODD_FREEM_REPTO 2.595
-score PDS_BAD_THREAD_QP_64 1.000
+score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 2.540
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.999
-score PDS_TINYSUBJ_URISHRT 1.499
-score PHP_SCRIPT 2.499
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_NAKED_TO_NUMERO 0.001
+score PDS_TINYSUBJ_URISHRT 1.500
+score PHP_SCRIPT 2.404
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 2.900
+score SCC_CANSPAM_2 2.899
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.068
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_SHORTNER 1.999
+score SENDGRID_REDIR 1.067
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score SHORT_SHORTNER 2.000
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.345
-score STATIC_XPRIO_OLE 0.766
-score STOX_BOUND_090909_B 0.829
+score SPOOFED_FREEM_REPTO 0.539
+score STATIC_XPRIO_OLE 0.763
+score STOX_BOUND_090909_B 1.073
score SUBJ_ATTENTION 0.499
-score THIS_AD 0.900
-score TO_EQ_FM_DIRECT_MX 1.172
-score TO_EQ_FM_DOM_HTML_ONLY 1.999
-score TO_EQ_FM_DOM_SPF_FAIL 0.701
-score TO_EQ_FM_SPF_FAIL 0.618
-score TO_IN_SUBJ 0.040
+score THIS_AD 0.899
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_SPF_FAIL 1.573
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.100
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_IMG 2.000
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.339
+score TO_NO_BRKTS_MSFT 2.330
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.401
+score TO_NO_BRKTS_PCNT 2.400
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
score UNDISC_MONEY 2.799
score UNICODE_OBFU_ZW_MANY 2.999
-score URI_DOTEDU 1.515
+score URI_DOTEDU 0.973
score URI_GOOGLE_PROXY 1.799
score URI_IN_URI_5 3.199
-score URI_PHISH 3.439
-score URI_PHP_REDIR 2.617
-score URI_TRY_3LD 1.999
+score URI_PHISH 3.440
+score URI_PHP_REDIR 2.489
+score URI_TRY_3LD 2.000
score URI_WPADMIN 2.199
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
score VISTA_COST 0.502
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.908
+score WORD_INVIS 1.904
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.374
+score XM_DIGITS_ONLY 2.531
score XM_RANDOM 2.499
score XM_UC_ONLY 2.499
score XPRIO 0.001
@@ -217,6 +215,7 @@ score ADULT_DATING_COMPANY 10.
score ADVANCE_FEE_2_NEW_FORM 1.000
score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
+score AMAZON_IMG_NOT_RCVD_AMZN 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
@@ -262,6 +261,7 @@ score FBI_SPOOF 1.0
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
score FONT_INVIS_NORDNS 1.000
+score FORM_FRAUD 1.000
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
@@ -311,7 +311,6 @@ 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 MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914274&r1=1914273&r2=1914274&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Dec 2 02:45:07 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 440474 61.994% (99.246% of non-spam corpus)
-# Correctly spam: 180855 25.454% (67.816% of spam corpus)
-# False positives: 3346 0.471% (0.754% of nonspam, 60671 weighted)
-# False negatives: 85831 12.080% (32.184% of spam, 171848 weighted)
-# Average score for spam: 7.5 nonspam: 0.6
-# Average for false-pos: 6.0 false-neg: 2.0
-# TOTAL: 710506 100.00%
+# Correctly non-spam: 442053 61.872% (99.279% of non-spam corpus)
+# Correctly spam: 181575 25.414% (67.450% of spam corpus)
+# False positives: 3210 0.449% (0.721% of nonspam, 58759 weighted)
+# False negatives: 87623 12.264% (32.550% of spam, 176115 weighted)
+# Average score for spam: 7.5 nonspam: 0.5
+# Average for false-pos: 6.1 false-neg: 2.0
+# TOTAL: 714461 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54909 99.27%
-# Correctly spam: 22222 66.62%
-# False positives: 402 0.73%
-# False negatives: 11135 33.38%
-# TCR(l=50): 1.067937 SpamRecall: 66.619% SpamPrec: 98.223%
+# Correctly non-spam: 55112 99.29%
+# Correctly spam: 21819 64.84%
+# False positives: 394 0.71%
+# False negatives: 11832 35.16%
+# TCR(l=50): 1.067202 SpamRecall: 64.839% SpamPrec: 98.226%
##### 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: 432619 97.48%
-# Correctly spam: 113159 42.43%
-# False positives: 11201 2.52%
-# False negatives: 153527 57.57%
-# TCR(l=50): 0.373731 SpamRecall: 42.432% SpamPrec: 90.993%
+# Correctly non-spam: 434032 97.48%
+# Correctly spam: 114550 42.55%
+# False positives: 11231 2.52%
+# False negatives: 154648 57.45%
+# TCR(l=50): 0.375871 SpamRecall: 42.552% SpamPrec: 91.071%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 53962 97.56%
-# Correctly spam: 14154 42.43%
-# False positives: 1349 2.44%
-# False negatives: 19203 57.57%
-# TCR(l=50): 0.384949 SpamRecall: 42.432% SpamPrec: 91.298%
+# Correctly non-spam: 54090 97.45%
+# Correctly spam: 14336 42.60%
+# False positives: 1416 2.55%
+# False negatives: 19315 57.40%
+# TCR(l=50): 0.373423 SpamRecall: 42.602% SpamPrec: 91.011%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914274&r1=1914273&r2=1914274&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Dec 2 02:45:07 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 410852 85.550% (99.526% of non-spam corpus)
-# Correctly spam: 26591 5.537% (39.429% of spam corpus)
-# False positives: 1956 0.407% (0.474% of nonspam, 21559 weighted)
-# False negatives: 40849 8.506% (60.571% of spam, 60408 weighted)
-# Average score for spam: 6.3 nonspam: -0.8
-# Average for false-pos: 6.7 false-neg: 1.5
-# TOTAL: 480248 100.00%
+# Correctly non-spam: 410596 85.497% (99.464% of non-spam corpus)
+# Correctly spam: 26575 5.534% (39.407% of spam corpus)
+# False positives: 2212 0.461% (0.536% of nonspam, 23625 weighted)
+# False negatives: 40862 8.509% (60.593% of spam, 60257 weighted)
+# Average score for spam: 6.3 nonspam: -0.9
+# Average for false-pos: 6.5 false-neg: 1.5
+# TOTAL: 480245 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 51199 99.49%
-# Correctly spam: 3389 39.82%
-# False positives: 264 0.51%
-# False negatives: 5122 60.18%
-# TCR(l=50): 0.464524 SpamRecall: 39.819% SpamPrec: 92.773%
+# Correctly non-spam: 51198 99.49%
+# Correctly spam: 3394 39.88%
+# False positives: 265 0.51%
+# False negatives: 5117 60.12%
+# TCR(l=50): 0.463385 SpamRecall: 39.878% SpamPrec: 92.758%
##### 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: 411433 99.67%
-# Correctly spam: 14049 20.83%
+# Correctly spam: 14022 20.79%
# False positives: 1375 0.33%
-# False negatives: 53391 79.17%
-# TCR(l=50): 0.552149 SpamRecall: 20.832% SpamPrec: 91.085%
+# False negatives: 53415 79.21%
+# TCR(l=50): 0.552016 SpamRecall: 20.793% SpamPrec: 91.070%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 51295 99.67%
-# Correctly spam: 1786 20.98%
+# Correctly spam: 1796 21.10%
# False positives: 168 0.33%
-# False negatives: 6725 79.02%
-# TCR(l=50): 0.562711 SpamRecall: 20.985% SpamPrec: 91.402%
+# False negatives: 6715 78.90%
+# TCR(l=50): 0.563083 SpamRecall: 21.102% SpamPrec: 91.446%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914274&r1=1914273&r2=1914274&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Dec 2 02:45:07 2023
@@ -1,205 +1,203 @@
# Using score set 1 logs for revision 1914106 from:
# ham-net-ena-week0.r1914106.log ham-net-ena-week1.r1914106.log ham-net-ena-week2.r1914106.log ham-net-ena-week3.r1914106.log ham-net-ena-week4.r1914106.log ham-net-giovanni-ham.r1914106.log ham-net-giovanni-spammy.r1914106.log ham-net-giovanni-spam.r1914106.log ham-net-grenier.r1914106.log ham-net-hege.r1914106.log ham-net-jhardin.r1914106.log ham-net-llanga.r1914106.log ham-net-mmiroslaw-mails-ham.r1914106.log ham-net-mmiroslaw-mails-spam.r1914106.log ham-net-spamsponge.r1914106.log ham-net-whyscream.r1914106.log spam-net-ena-week0.r1914106.log spam-net-ena-week1.r1914106.log spam-net-ena-week2.r1914106.log spam-net-ena-week3.r1914106.log spam-net-ena-week4.r1914106.log spam-net-giovanni-ham.r1914106.log spam-net-giovanni-spammy.r1914106.log spam-net-giovanni-spam.r1914106.log spam-net-grenier.r1914106.log spam-net-hege.r1914106.log spam-net-jhardin.r1914106.log spam-net-llanga.r1914106.log spam-net-mmiroslaw-mails-ham.r1914106.log spam-net-mmiroslaw-mails-spam.r1914106.log spam-n
et-spamsponge.r1914106.log spam-net-whyscream.r1914106.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 3.000
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.500
-score AC_HTML_NONSENSE_TAGS 1.999
+score AC_FROM_MANY_DOTS 2.499
+score AC_HTML_NONSENSE_TAGS 2.000
score AC_POST_EXTRAS 2.499
-score ADMITS_SPAM 2.500
+score ADMITS_SPAM 2.499
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.266
+score ADVANCE_FEE_3_NEW 3.264
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW_MONEY 2.499
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.295
-score AD_PREFS 0.140
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 2.004
+score AD_PREFS 0.499
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 1.578
-score BITCOIN_EXTORT_02 3.650
-score BITCOIN_MALF_HTML 2.891
-score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 2.877
-score BITCOIN_SPAM_02 0.001
+score BITCOIN_EXTORT_01 2.139
+score BITCOIN_EXTORT_02 1.719
+score BITCOIN_MALF_HTML 2.648
+score BITCOIN_ONAN 2.860
+score BITCOIN_PAY_ME 1.632
+score BITCOIN_SPAM_02 0.001 # force non-zero
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 0.706
-score BITCOIN_TOEQFM 1.815
-score BITCOIN_VISTA 0.721
+score BITCOIN_SPAM_07 0.075
+score BITCOIN_TOEQFM 1.369
+score BITCOIN_VISTA 0.720
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 1.021
+score BITCOIN_YOUR_INFO 1.080
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 2.270
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -0.001 # force non-zero
+score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score END_FUTURE_EMAILS 2.500
-score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FILL_THIS_FORM 0.899
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.651
-score FONT_INVIS_POSTEXTRAS 1.343
+score FONT_INVIS_MSGID 1.654
+score FONT_INVIS_POSTEXTRAS 1.312
score FORGED_SPF_HELO 2.199
-score FORM_FRAUD 0.948
score FORM_FRAUD_5 2.499
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 1.549
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 1.550
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.179
+score FROM_GOV_DKIM_AU -0.901
score FROM_IN_TO_AND_SUBJ 1.799
-score FROM_MISSPACED 1.372
-score FROM_MISSP_DYNIP 0.898
-score FROM_MISSP_EH_MATCH 1.799
-score FROM_MISSP_FREEMAIL 1.953
-score FROM_MISSP_MSFT 0.520
-score FROM_MISSP_REPLYTO 1.925
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_PAYPAL_SPOOF 0.001
+score FROM_MISSPACED 1.305
+score FROM_MISSP_DYNIP 0.899
+score FROM_MISSP_EH_MATCH 1.803
+score FROM_MISSP_FREEMAIL 1.951
+score FROM_MISSP_MSFT 0.517
+score FROM_MISSP_REPLYTO 1.994
+score FROM_MISSP_SPF_FAIL 1.884
+score FROM_MISSP_USER 0.001
+score FROM_PAYPAL_SPOOF 0.535
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_SUSPICIOUS_NTLD_FP 2.000
score FROM_WSP_TRAIL 2.399
-score FSL_BULK_SIG 1.110
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_BULK_SIG 1.111
+score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 1.799
score FSL_HELO_FAKE 1.199
score FSL_NEW_HELO_USER 0.001
score FUZZY_BITCOIN 0.001
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 0.152
+score GB_BITCOIN_CP 0.668
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 0.831
+score GB_FAKE_RF_SHORT 0.830
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 2.254
-score GOOG_REDIR_HTML_ONLY 2.000
+score GB_HASHBL_BTC 2.260
+score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 1.652
-score HAS_X_OUTGOING_SPAM_STAT 0.794
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 0.890
score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
-score HDR_ORDER_FTSDMCXX_NORDNS 1.866
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 1.871
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.001
-score HOSTED_IMG_FREEM 2.610
-score HOSTED_IMG_MULTI_PUB_01 3.000
+score HOSTED_IMG_DIRECT_MX 3.428
+score HOSTED_IMG_FREEM 2.614
+score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_PHPMAIL 2.500
-score HTML_BADATTR 0.790
-score HTML_ENTITY_ASCII_TINY 2.440
+score HTML_BADATTR 0.107
+score HTML_ENTITY_ASCII_TINY 2.407
score HTML_FONT_TINY_NORDNS 1.999
score HTML_SINGLET_MANY 2.499
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 1.504
+score HTML_TEXT_INVISIBLE_STYLE 1.444
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.259
+score KHOP_HELO_FCRDNS 0.260
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.938
+score LONG_IMG_URI 2.937
score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.900
-score MALWARE_NORDNS 0.540
-score MALW_ATTACH 2.299
+score LOTTO_DEPT 2.000
+score MALFORMED_FREEMAIL 2.899
+score MALWARE_NORDNS 0.862
+score MALW_ATTACH 2.399
score MANY_SPAN_IN_TEXT 2.299
score MANY_SUBDOM 2.299
score MILLION_EUR 0.001
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.553
+score MILLION_USD 1.397
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.836
-score MIXED_ES 2.399
+score MIME_NO_TEXT 1.457
+score MIXED_ES 2.299
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.866
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.394
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.825
-score MONEY_FREEMAIL_REPTO 1.282
+score MONEY_FRAUD_8 0.976
+score MONEY_FREEMAIL_REPTO 1.285
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.567
+score MONEY_NOHTML 1.709
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.534
-score NORDNS_LOW_CONTRAST 1.524
+score NICE_REPLY_A -1.797
+score NORDNS_LOW_CONTRAST 1.525
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 1.451
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 2.124
score NUMBERONLY_BITCOIN_EXP 1.999
score OBFU_BITCOIN 0.001
-score OBFU_TEXT_ATTACH 1.599
+score OBFU_TEXT_ATTACH 1.284
score ODD_FREEM_REPTO 2.595
-score PDS_BAD_THREAD_QP_64 1.000
+score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 2.540
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.999
-score PDS_TINYSUBJ_URISHRT 1.499
-score PHP_SCRIPT 2.499
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_NAKED_TO_NUMERO 0.001
+score PDS_TINYSUBJ_URISHRT 1.500
+score PHP_SCRIPT 2.404
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 2.900
+score SCC_CANSPAM_2 2.899
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.068
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_SHORTNER 1.999
+score SENDGRID_REDIR 1.067
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score SHORT_SHORTNER 2.000
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.345
-score STATIC_XPRIO_OLE 0.766
-score STOX_BOUND_090909_B 0.829
+score SPOOFED_FREEM_REPTO 0.539
+score STATIC_XPRIO_OLE 0.763
+score STOX_BOUND_090909_B 1.073
score SUBJ_ATTENTION 0.499
-score THIS_AD 0.900
-score TO_EQ_FM_DIRECT_MX 1.172
-score TO_EQ_FM_DOM_HTML_ONLY 1.999
-score TO_EQ_FM_DOM_SPF_FAIL 0.701
-score TO_EQ_FM_SPF_FAIL 0.618
-score TO_IN_SUBJ 0.040
+score THIS_AD 0.899
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_SPF_FAIL 1.573
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.100
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_IMG 2.000
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.339
+score TO_NO_BRKTS_MSFT 2.330
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.401
+score TO_NO_BRKTS_PCNT 2.400
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
score UNDISC_MONEY 2.799
score UNICODE_OBFU_ZW_MANY 2.999
-score URI_DOTEDU 1.515
+score URI_DOTEDU 0.973
score URI_GOOGLE_PROXY 1.799
score URI_IN_URI_5 3.199
-score URI_PHISH 3.439
-score URI_PHP_REDIR 2.617
-score URI_TRY_3LD 1.999
+score URI_PHISH 3.440
+score URI_PHP_REDIR 2.489
+score URI_TRY_3LD 2.000
score URI_WPADMIN 2.199
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
score VISTA_COST 0.502
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.908
+score WORD_INVIS 1.904
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.374
+score XM_DIGITS_ONLY 2.531
score XM_RANDOM 2.499
score XM_UC_ONLY 2.499
score XPRIO 0.001
@@ -217,6 +215,7 @@ score ADULT_DATING_COMPANY 10.
score ADVANCE_FEE_2_NEW_FORM 1.000
score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
+score AMAZON_IMG_NOT_RCVD_AMZN 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
@@ -262,6 +261,7 @@ score FBI_SPOOF 1.0
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
score FONT_INVIS_NORDNS 1.000
+score FORM_FRAUD 1.000
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
@@ -311,7 +311,6 @@ 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 MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914274&r1=1914273&r2=1914274&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Dec 2 02:45:07 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 440474 61.994% (99.246% of non-spam corpus)
-# Correctly spam: 180855 25.454% (67.816% of spam corpus)
-# False positives: 3346 0.471% (0.754% of nonspam, 60671 weighted)
-# False negatives: 85831 12.080% (32.184% of spam, 171848 weighted)
-# Average score for spam: 7.5 nonspam: 0.6
-# Average for false-pos: 6.0 false-neg: 2.0
-# TOTAL: 710506 100.00%
+# Correctly non-spam: 442053 61.872% (99.279% of non-spam corpus)
+# Correctly spam: 181575 25.414% (67.450% of spam corpus)
+# False positives: 3210 0.449% (0.721% of nonspam, 58759 weighted)
+# False negatives: 87623 12.264% (32.550% of spam, 176115 weighted)
+# Average score for spam: 7.5 nonspam: 0.5
+# Average for false-pos: 6.1 false-neg: 2.0
+# TOTAL: 714461 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54909 99.27%
-# Correctly spam: 22222 66.62%
-# False positives: 402 0.73%
-# False negatives: 11135 33.38%
-# TCR(l=50): 1.067937 SpamRecall: 66.619% SpamPrec: 98.223%
+# Correctly non-spam: 55112 99.29%
+# Correctly spam: 21819 64.84%
+# False positives: 394 0.71%
+# False negatives: 11832 35.16%
+# TCR(l=50): 1.067202 SpamRecall: 64.839% SpamPrec: 98.226%
##### 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: 432619 97.48%
-# Correctly spam: 113159 42.43%
-# False positives: 11201 2.52%
-# False negatives: 153527 57.57%
-# TCR(l=50): 0.373731 SpamRecall: 42.432% SpamPrec: 90.993%
+# Correctly non-spam: 434032 97.48%
+# Correctly spam: 114550 42.55%
+# False positives: 11231 2.52%
+# False negatives: 154648 57.45%
+# TCR(l=50): 0.375871 SpamRecall: 42.552% SpamPrec: 91.071%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 53962 97.56%
-# Correctly spam: 14154 42.43%
-# False positives: 1349 2.44%
-# False negatives: 19203 57.57%
-# TCR(l=50): 0.384949 SpamRecall: 42.432% SpamPrec: 91.298%
+# Correctly non-spam: 54090 97.45%
+# Correctly spam: 14336 42.60%
+# False positives: 1416 2.55%
+# False negatives: 19315 57.40%
+# TCR(l=50): 0.373423 SpamRecall: 42.602% SpamPrec: 91.011%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914274&r1=1914273&r2=1914274&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Dec 2 02:45:07 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 410852 85.550% (99.526% of non-spam corpus)
-# Correctly spam: 26591 5.537% (39.429% of spam corpus)
-# False positives: 1956 0.407% (0.474% of nonspam, 21559 weighted)
-# False negatives: 40849 8.506% (60.571% of spam, 60408 weighted)
-# Average score for spam: 6.3 nonspam: -0.8
-# Average for false-pos: 6.7 false-neg: 1.5
-# TOTAL: 480248 100.00%
+# Correctly non-spam: 410596 85.497% (99.464% of non-spam corpus)
+# Correctly spam: 26575 5.534% (39.407% of spam corpus)
+# False positives: 2212 0.461% (0.536% of nonspam, 23625 weighted)
+# False negatives: 40862 8.509% (60.593% of spam, 60257 weighted)
+# Average score for spam: 6.3 nonspam: -0.9
+# Average for false-pos: 6.5 false-neg: 1.5
+# TOTAL: 480245 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 51199 99.49%
-# Correctly spam: 3389 39.82%
-# False positives: 264 0.51%
-# False negatives: 5122 60.18%
-# TCR(l=50): 0.464524 SpamRecall: 39.819% SpamPrec: 92.773%
+# Correctly non-spam: 51198 99.49%
+# Correctly spam: 3394 39.88%
+# False positives: 265 0.51%
+# False negatives: 5117 60.12%
+# TCR(l=50): 0.463385 SpamRecall: 39.878% SpamPrec: 92.758%
##### 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: 411433 99.67%
-# Correctly spam: 14049 20.83%
+# Correctly spam: 14022 20.79%
# False positives: 1375 0.33%
-# False negatives: 53391 79.17%
-# TCR(l=50): 0.552149 SpamRecall: 20.832% SpamPrec: 91.085%
+# False negatives: 53415 79.21%
+# TCR(l=50): 0.552016 SpamRecall: 20.793% SpamPrec: 91.070%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 51295 99.67%
-# Correctly spam: 1786 20.98%
+# Correctly spam: 1796 21.10%
# False positives: 168 0.33%
-# False negatives: 6725 79.02%
-# TCR(l=50): 0.562711 SpamRecall: 20.985% SpamPrec: 91.402%
+# False negatives: 6715 78.90%
+# TCR(l=50): 0.563083 SpamRecall: 21.102% SpamPrec: 91.446%