Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1894745&r1=1894744&r2=1894745&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Nov 5 02:48:07 2021
@@ -1,49 +1,48 @@
# 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 2.997
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.488
+score AC_FROM_MANY_DOTS 0.958
score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 1.498
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.891
+score ADMITS_SPAM 1.179
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.063
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 0.091
+score ADVANCE_FEE_3_NEW 0.001
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 2.250
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.759
-score ADVANCE_FEE_5_NEW 0.029
+score ADVANCE_FEE_4_NEW_MONEY 1.228
+score ADVANCE_FEE_5_NEW 0.034
score ADVANCE_FEE_5_NEW_FRM_MNY 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 1.566
+score APP_DEVELOPMENT_NORDNS 1.636
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 0.001
score BIGNUM_EMAILS_MANY 0.001
-score BITCOIN_EXTORT_01 3.534
+score BITCOIN_EXTORT_01 3.897
score BITCOIN_IMGUR 3.496
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.447
-score BITCOIN_SPAM_03 1.165
+score BITCOIN_SPAM_02 1.455
score BITCOIN_SPAM_05 0.001
score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 0.001
-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 BITCOIN_XPRIO 0.001 # force non-zero
+score BITCOIN_YOUR_INFO 1.377
+score BODY_SINGLE_URI 0.321
+score BODY_SINGLE_WORD 0.998
+score BODY_URI_ONLY 2.993
+score BOGUS_MIME_VERSION 3.179
score CK_HELO_GENERIC 0.001
-score CONTENT_AFTER_HTML 2.167
+score CONTENT_AFTER_HTML 2.169
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.540
+score DEAR_BENEFICIARY 0.369
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.648
+score DKIMWL_WL_HIGH -0.735
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 1.597
@@ -51,10 +50,10 @@ score END_FUTURE_EMAILS 0.0
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
score FILL_THIS_FORM 0.001
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 FONT_INVIS_HTML_NOHTML 2.996
+score FONT_INVIS_LONG_LINE 2.868
+score FONT_INVIS_MSGID 2.450
+score FONT_INVIS_POSTEXTRAS 1.614
score FORGED_SPF_HELO 1.597
score FORM_FRAUD 0.998
score FORM_FRAUD_3 0.001
@@ -63,7 +62,7 @@ score FOUND_YOU 3.2
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 2.996
score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.798
score FROM_GOV_DKIM_AU -0.001
score FROM_IN_TO_AND_SUBJ 2.297
@@ -71,124 +70,121 @@ 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 1.471
+score FROM_MISSP_PHISH 1.469
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
-score FROM_MISSP_TO_UNDISC 0.088
+score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_TO_UNDISC 0.060
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.894
+score FROM_MULTI_NORDNS 1.892
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 # force non-zero
+score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score FUZZY_BITCOIN 1.924
-score FUZZY_WALLET 0.082
+score FUZZY_BITCOIN 1.982
+score FUZZY_WALLET 0.083
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 2.999
-score GOOG_STO_IMG_HTML 2.997
+score GOOG_STO_EMAIL_PHISH 2.924
+score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.791
+score HAS_X_OUTGOING_SPAM_STAT 0.795
score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDR_ORDER_FTSDMCXX_DIRECT 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 0.655
+score HK_RANDOM_FROM 0.573
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.409
+score HK_SCAM 1.543
score HK_SPAMMY_FILENAME 2.197
score HK_WIN 0.998
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 0.036
-score HTML_FONT_TINY_NORDNS 1.998
+score HTML_ENTITY_ASCII 2.727
+score HTML_FONT_TINY_NORDNS 1.997
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 0.001 # force non-zero
-score HTML_TAG_BALANCE_CENTER 1.845
+score HTML_SINGLET_MANY 0.001
+score HTML_TAG_BALANCE_CENTER 1.848
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 1.128
+score HTML_TEXT_INVISIBLE_STYLE 1.214
score JH_SPAMMY_HEADERS 3.496
score JH_SPAMMY_PATTERN01 2.996
-score KHOP_HELO_FCRDNS 0.129
+score KHOP_HELO_FCRDNS 0.063
score LIST_PARTIAL_SHORT_MSG 2.497
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 0.935
+score LONG_HEX_URI 0.930
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 0.693
+score LONG_INVISIBLE_TEXT 0.751
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
score LOTTO_DEPT 0.001
-score MALWARE_NORDNS 0.001
+score MALWARE_NORDNS 0.396
score MANY_SPAN_IN_TEXT 2.197
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.679
+score MAY_BE_FORGED 0.001 # force non-zero
+score MILLION_HUNDRED 0.761
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 2.220
+score MIXED_AREA_CASE 1.851
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 2.595
-score MIXED_FONT_CASE 1.019
-score MIXED_HREF_CASE 1.856
-score MIXED_IMG_CASE 1.059
+score MIXED_ES 2.600
+score MIXED_FONT_CASE 1.436
+score MIXED_HREF_CASE 0.001
+score MIXED_IMG_CASE 2.939
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.084
+score MONEY_FORM_SHORT 1.097
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001
+score MONEY_FRAUD_8 0.001 # force non-zero
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 0.001
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -2.093
-score NORDNS_LOW_CONTRAST 0.001
+score NICE_REPLY_A -1.553
+score NORDNS_LOW_CONTRAST 0.001 # force non-zero
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-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 NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 2.182
+score OBFU_TEXT_ATTACH 0.193
+score ODD_FREEM_REPTO 2.665
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.997
+score PDS_DBL_URL_TNB_RUNON 1.097
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_FRNOM_TODOM_DBL_URL 1.016
+score PDS_FRNOM_TODOM_NAKED_TO 1.118
+score PDS_FROM_NAME_TO_DOMAIN 1.878
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 0.299
-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 1.272
+score PDS_SHORTFWD_URISHRT 1.335
+score PDS_TINYSUBJ_URISHRT 0.157
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.210
+score PDS_TO_EQ_FROM_NAME 1.623
score PHP_ORIG_SCRIPT 0.001
-score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.847
+score PP_MIME_FAKE_ASCII_TEXT 0.502
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.508
+score RATWARE_NO_RDNS 0.173
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.110
-score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.713
-score RISK_FREE 2.497
-score SENDGRID_REDIR 0.001
+score RDNS_NUM_TLD_XM 2.183
+score REPTO_419_FRAUD 2.997
+score REPTO_419_FRAUD_GM 2.996
+score RISK_FREE 2.498
+score SENDGRID_REDIR 0.025
score SERGIO_SUBJECT_VIAGRA01 4.195
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.297
-score SHORTENER_SHORT_IMG 0.714
+score SHORTENER_SHORT_IMG 2.499
score SHORTENER_SHORT_SUBJ 2.996
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.197
+score SPOOFED_FREEMAIL 1.259
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
score SPOOF_GMAIL_MID 1.498
@@ -197,22 +193,24 @@ score SUSP_UTF8_WORD_FROM 1.9
score THIS_AD 0.898
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.259
+score TO_EQ_FM_HTML_ONLY 0.264
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-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_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 1.182
+score TO_NO_BRKTS_DYNIP 0.245
+score TO_NO_BRKTS_FROM_MSSP 1.429
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 1.195
-score TO_NO_BRKTS_PCNT 1.649
-score TRANSFORM_LIFE 1.517
-score TVD_RCVD_SPACE_BRACKET 2.457
+score TO_NO_BRKTS_MSFT 0.001 # force non-zero
+score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_PCNT 0.200
+score TRANSFORM_LIFE 1.370
+score TVD_RCVD_SPACE_BRACKET 2.799
+score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.996
+score UNDISC_FREEM 3.096
score UNDISC_MONEY 3.296
score UNICODE_OBFU_ASC 2.497
score URI_DOTEDU 1.997
@@ -221,19 +219,19 @@ score URI_GOOGLE_PROXY 2.2
score URI_GOOG_STO_SPAMMY 2.996
score URI_IN_URI_10 2.197
score URI_ONLY_MSGID_MALF 1.997
-score URI_PHISH 3.720
+score URI_PHISH 3.701
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.596
+score URI_WPADMIN 2.597
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.999
-score WORD_INVIS 0.001 # force non-zero
-score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 2.335
+score VFY_ACCT_NORDNS 2.815
+score WORD_INVIS 0.001
+score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XM_DIGITS_ONLY 2.187
score XM_LIGHT_HEAVY 2.497
-score XM_RANDOM 1.445
-score XM_RECPTID 2.997
+score XM_RANDOM 1.450
+score XM_RECPTID 2.996
score XPRIO 0.001
score YOU_INHERIT 2.197
score AC_POST_EXTRAS 1.000
@@ -258,6 +256,7 @@ 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
@@ -342,7 +341,6 @@ score NEW_PRODUCTS 1.0
score OBFU_BITCOIN 1.000
score OFFER_ONLY_AMERICA 1.000
score PDS_HELO_SPF_FAIL 1.000
-score PDS_PHP_RUNTIME_FUNC 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -377,7 +375,6 @@ score SPOOFED_FREEM_REPTO_CHN 1.0
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
score SUBJ_BRKN_WORDNUMS 1.000
-score SUSPNTLD_EXPIRATION_EXTORT 1.000
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1894745&r1=1894744&r2=1894745&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Nov 5 02:48:07 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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)
+# Correctly non-spam: 257912 35.667% (99.315% of non-spam corpus)
+# Correctly spam: 338310 46.785% (73.002% of spam corpus)
+# False positives: 1778 0.246% (0.685% of nonspam, 101386 weighted)
+# False negatives: 125118 17.303% (26.998% of spam, 241322 weighted)
# Average score for spam: 8.5 nonspam: 0.5
# Average for false-pos: 6.4 false-neg: 1.9
-# TOTAL: 723122 100.00%
+# TOTAL: 723118 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 32205 99.24%
+# Correctly spam: 42056 72.76%
+# False positives: 246 0.76%
+# False negatives: 15745 27.24%
+# TCR(l=50): 2.061009 SpamRecall: 72.760% SpamPrec: 99.418%
##### 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: 249924 96.24%
-# Correctly spam: 242660 52.36%
+# Correctly spam: 242861 52.41%
# False positives: 9766 3.76%
-# False negatives: 220772 47.64%
-# TCR(l=50): 0.653575 SpamRecall: 52.362% SpamPrec: 96.131%
+# False negatives: 220567 47.59%
+# TCR(l=50): 0.653759 SpamRecall: 52.405% SpamPrec: 96.134%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 31232 96.24%
-# Correctly spam: 30414 52.62%
+# Correctly spam: 30290 52.40%
# False positives: 1219 3.76%
-# False negatives: 27387 47.38%
-# TCR(l=50): 0.654324 SpamRecall: 52.618% SpamPrec: 96.146%
+# False negatives: 27511 47.60%
+# TCR(l=50): 0.653407 SpamRecall: 52.404% SpamPrec: 96.131%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1894745&r1=1894744&r2=1894745&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Nov 5 02:48:07 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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)
+# Correctly non-spam: 244890 46.670% (99.562% of non-spam corpus)
+# Correctly spam: 238003 45.357% (85.378% of spam corpus)
+# False positives: 1077 0.205% (0.438% of nonspam, 104999 weighted)
+# False negatives: 40762 7.768% (14.622% of spam, 82010 weighted)
# Average score for spam: 16.4 nonspam: -0.9
# Average for false-pos: 8.6 false-neg: 2.0
-# TOTAL: 524736 100.00%
+# TOTAL: 524732 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 30569 99.54%
+# Correctly spam: 29784 85.41%
+# False positives: 142 0.46%
+# False negatives: 5088 14.59%
+# TCR(l=50): 2.861175 SpamRecall: 85.409% SpamPrec: 99.525%
##### 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: 195994 70.31%
+# Correctly spam: 195931 70.29%
# False positives: 1236 0.50%
-# False negatives: 82775 29.69%
-# TCR(l=50): 1.928196 SpamRecall: 70.307% SpamPrec: 99.373%
+# False negatives: 82834 29.71%
+# TCR(l=50): 1.927382 SpamRecall: 70.285% 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: 24538 70.37%
+# Correctly spam: 24521 70.32%
# False positives: 177 0.58%
-# False negatives: 10334 29.63%
-# TCR(l=50): 1.817765 SpamRecall: 70.366% SpamPrec: 99.284%
+# False negatives: 10351 29.68%
+# TCR(l=50): 1.816155 SpamRecall: 70.317% SpamPrec: 99.283%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1894745&r1=1894744&r2=1894745&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Nov 5 02:48:07 2021
@@ -1,49 +1,48 @@
# 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 2.997
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.488
+score AC_FROM_MANY_DOTS 0.958
score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 1.498
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.891
+score ADMITS_SPAM 1.179
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.063
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 0.091
+score ADVANCE_FEE_3_NEW 0.001
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 2.250
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.759
-score ADVANCE_FEE_5_NEW 0.029
+score ADVANCE_FEE_4_NEW_MONEY 1.228
+score ADVANCE_FEE_5_NEW 0.034
score ADVANCE_FEE_5_NEW_FRM_MNY 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 1.566
+score APP_DEVELOPMENT_NORDNS 1.636
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 0.001
score BIGNUM_EMAILS_MANY 0.001
-score BITCOIN_EXTORT_01 3.534
+score BITCOIN_EXTORT_01 3.897
score BITCOIN_IMGUR 3.496
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.447
-score BITCOIN_SPAM_03 1.165
+score BITCOIN_SPAM_02 1.455
score BITCOIN_SPAM_05 0.001
score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 0.001
-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 BITCOIN_XPRIO 0.001 # force non-zero
+score BITCOIN_YOUR_INFO 1.377
+score BODY_SINGLE_URI 0.321
+score BODY_SINGLE_WORD 0.998
+score BODY_URI_ONLY 2.993
+score BOGUS_MIME_VERSION 3.179
score CK_HELO_GENERIC 0.001
-score CONTENT_AFTER_HTML 2.167
+score CONTENT_AFTER_HTML 2.169
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.540
+score DEAR_BENEFICIARY 0.369
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.648
+score DKIMWL_WL_HIGH -0.735
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 1.597
@@ -51,10 +50,10 @@ score END_FUTURE_EMAILS 0.0
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
score FILL_THIS_FORM 0.001
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 FONT_INVIS_HTML_NOHTML 2.996
+score FONT_INVIS_LONG_LINE 2.868
+score FONT_INVIS_MSGID 2.450
+score FONT_INVIS_POSTEXTRAS 1.614
score FORGED_SPF_HELO 1.597
score FORM_FRAUD 0.998
score FORM_FRAUD_3 0.001
@@ -63,7 +62,7 @@ score FOUND_YOU 3.2
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 2.996
score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.798
score FROM_GOV_DKIM_AU -0.001
score FROM_IN_TO_AND_SUBJ 2.297
@@ -71,124 +70,121 @@ 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 1.471
+score FROM_MISSP_PHISH 1.469
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
-score FROM_MISSP_TO_UNDISC 0.088
+score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_TO_UNDISC 0.060
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.894
+score FROM_MULTI_NORDNS 1.892
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 # force non-zero
+score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score FUZZY_BITCOIN 1.924
-score FUZZY_WALLET 0.082
+score FUZZY_BITCOIN 1.982
+score FUZZY_WALLET 0.083
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 2.999
-score GOOG_STO_IMG_HTML 2.997
+score GOOG_STO_EMAIL_PHISH 2.924
+score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.791
+score HAS_X_OUTGOING_SPAM_STAT 0.795
score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDR_ORDER_FTSDMCXX_DIRECT 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 0.655
+score HK_RANDOM_FROM 0.573
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.409
+score HK_SCAM 1.543
score HK_SPAMMY_FILENAME 2.197
score HK_WIN 0.998
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 0.036
-score HTML_FONT_TINY_NORDNS 1.998
+score HTML_ENTITY_ASCII 2.727
+score HTML_FONT_TINY_NORDNS 1.997
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 0.001 # force non-zero
-score HTML_TAG_BALANCE_CENTER 1.845
+score HTML_SINGLET_MANY 0.001
+score HTML_TAG_BALANCE_CENTER 1.848
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 1.128
+score HTML_TEXT_INVISIBLE_STYLE 1.214
score JH_SPAMMY_HEADERS 3.496
score JH_SPAMMY_PATTERN01 2.996
-score KHOP_HELO_FCRDNS 0.129
+score KHOP_HELO_FCRDNS 0.063
score LIST_PARTIAL_SHORT_MSG 2.497
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 0.935
+score LONG_HEX_URI 0.930
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 0.693
+score LONG_INVISIBLE_TEXT 0.751
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
score LOTTO_DEPT 0.001
-score MALWARE_NORDNS 0.001
+score MALWARE_NORDNS 0.396
score MANY_SPAN_IN_TEXT 2.197
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.679
+score MAY_BE_FORGED 0.001 # force non-zero
+score MILLION_HUNDRED 0.761
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 2.220
+score MIXED_AREA_CASE 1.851
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 2.595
-score MIXED_FONT_CASE 1.019
-score MIXED_HREF_CASE 1.856
-score MIXED_IMG_CASE 1.059
+score MIXED_ES 2.600
+score MIXED_FONT_CASE 1.436
+score MIXED_HREF_CASE 0.001
+score MIXED_IMG_CASE 2.939
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.084
+score MONEY_FORM_SHORT 1.097
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001
+score MONEY_FRAUD_8 0.001 # force non-zero
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 0.001
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -2.093
-score NORDNS_LOW_CONTRAST 0.001
+score NICE_REPLY_A -1.553
+score NORDNS_LOW_CONTRAST 0.001 # force non-zero
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-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 NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 2.182
+score OBFU_TEXT_ATTACH 0.193
+score ODD_FREEM_REPTO 2.665
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.997
+score PDS_DBL_URL_TNB_RUNON 1.097
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_FRNOM_TODOM_DBL_URL 1.016
+score PDS_FRNOM_TODOM_NAKED_TO 1.118
+score PDS_FROM_NAME_TO_DOMAIN 1.878
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 0.299
-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 1.272
+score PDS_SHORTFWD_URISHRT 1.335
+score PDS_TINYSUBJ_URISHRT 0.157
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.210
+score PDS_TO_EQ_FROM_NAME 1.623
score PHP_ORIG_SCRIPT 0.001
-score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.847
+score PP_MIME_FAKE_ASCII_TEXT 0.502
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.508
+score RATWARE_NO_RDNS 0.173
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.110
-score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.713
-score RISK_FREE 2.497
-score SENDGRID_REDIR 0.001
+score RDNS_NUM_TLD_XM 2.183
+score REPTO_419_FRAUD 2.997
+score REPTO_419_FRAUD_GM 2.996
+score RISK_FREE 2.498
+score SENDGRID_REDIR 0.025
score SERGIO_SUBJECT_VIAGRA01 4.195
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.297
-score SHORTENER_SHORT_IMG 0.714
+score SHORTENER_SHORT_IMG 2.499
score SHORTENER_SHORT_SUBJ 2.996
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.197
+score SPOOFED_FREEMAIL 1.259
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
score SPOOF_GMAIL_MID 1.498
@@ -197,22 +193,24 @@ score SUSP_UTF8_WORD_FROM 1.9
score THIS_AD 0.898
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.259
+score TO_EQ_FM_HTML_ONLY 0.264
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-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_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 1.182
+score TO_NO_BRKTS_DYNIP 0.245
+score TO_NO_BRKTS_FROM_MSSP 1.429
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 1.195
-score TO_NO_BRKTS_PCNT 1.649
-score TRANSFORM_LIFE 1.517
-score TVD_RCVD_SPACE_BRACKET 2.457
+score TO_NO_BRKTS_MSFT 0.001 # force non-zero
+score TO_NO_BRKTS_NORDNS_HTML 1.204
+score TO_NO_BRKTS_PCNT 0.200
+score TRANSFORM_LIFE 1.370
+score TVD_RCVD_SPACE_BRACKET 2.799
+score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.996
+score UNDISC_FREEM 3.096
score UNDISC_MONEY 3.296
score UNICODE_OBFU_ASC 2.497
score URI_DOTEDU 1.997
@@ -221,19 +219,19 @@ score URI_GOOGLE_PROXY 2.2
score URI_GOOG_STO_SPAMMY 2.996
score URI_IN_URI_10 2.197
score URI_ONLY_MSGID_MALF 1.997
-score URI_PHISH 3.720
+score URI_PHISH 3.701
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.596
+score URI_WPADMIN 2.597
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.999
-score WORD_INVIS 0.001 # force non-zero
-score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 2.335
+score VFY_ACCT_NORDNS 2.815
+score WORD_INVIS 0.001
+score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XM_DIGITS_ONLY 2.187
score XM_LIGHT_HEAVY 2.497
-score XM_RANDOM 1.445
-score XM_RECPTID 2.997
+score XM_RANDOM 1.450
+score XM_RECPTID 2.996
score XPRIO 0.001
score YOU_INHERIT 2.197
score AC_POST_EXTRAS 1.000
@@ -258,6 +256,7 @@ 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
@@ -342,7 +341,6 @@ score NEW_PRODUCTS 1.0
score OBFU_BITCOIN 1.000
score OFFER_ONLY_AMERICA 1.000
score PDS_HELO_SPF_FAIL 1.000
-score PDS_PHP_RUNTIME_FUNC 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -377,7 +375,6 @@ score SPOOFED_FREEM_REPTO_CHN 1.0
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
score SUBJ_BRKN_WORDNUMS 1.000
-score SUSPNTLD_EXPIRATION_EXTORT 1.000
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1894745&r1=1894744&r2=1894745&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Nov 5 02:48:07 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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)
+# Correctly non-spam: 257912 35.667% (99.315% of non-spam corpus)
+# Correctly spam: 338310 46.785% (73.002% of spam corpus)
+# False positives: 1778 0.246% (0.685% of nonspam, 101386 weighted)
+# False negatives: 125118 17.303% (26.998% of spam, 241322 weighted)
# Average score for spam: 8.5 nonspam: 0.5
# Average for false-pos: 6.4 false-neg: 1.9
-# TOTAL: 723122 100.00%
+# TOTAL: 723118 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 32205 99.24%
+# Correctly spam: 42056 72.76%
+# False positives: 246 0.76%
+# False negatives: 15745 27.24%
+# TCR(l=50): 2.061009 SpamRecall: 72.760% SpamPrec: 99.418%
##### 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: 249924 96.24%
-# Correctly spam: 242660 52.36%
+# Correctly spam: 242861 52.41%
# False positives: 9766 3.76%
-# False negatives: 220772 47.64%
-# TCR(l=50): 0.653575 SpamRecall: 52.362% SpamPrec: 96.131%
+# False negatives: 220567 47.59%
+# TCR(l=50): 0.653759 SpamRecall: 52.405% SpamPrec: 96.134%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 31232 96.24%
-# Correctly spam: 30414 52.62%
+# Correctly spam: 30290 52.40%
# False positives: 1219 3.76%
-# False negatives: 27387 47.38%
-# TCR(l=50): 0.654324 SpamRecall: 52.618% SpamPrec: 96.146%
+# False negatives: 27511 47.60%
+# TCR(l=50): 0.653407 SpamRecall: 52.404% SpamPrec: 96.131%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1894745&r1=1894744&r2=1894745&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Nov 5 02:48:07 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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)
+# Correctly non-spam: 244890 46.670% (99.562% of non-spam corpus)
+# Correctly spam: 238003 45.357% (85.378% of spam corpus)
+# False positives: 1077 0.205% (0.438% of nonspam, 104999 weighted)
+# False negatives: 40762 7.768% (14.622% of spam, 82010 weighted)
# Average score for spam: 16.4 nonspam: -0.9
# Average for false-pos: 8.6 false-neg: 2.0
-# TOTAL: 524736 100.00%
+# TOTAL: 524732 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 30569 99.54%
+# Correctly spam: 29784 85.41%
+# False positives: 142 0.46%
+# False negatives: 5088 14.59%
+# TCR(l=50): 2.861175 SpamRecall: 85.409% SpamPrec: 99.525%
##### 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: 195994 70.31%
+# Correctly spam: 195931 70.29%
# False positives: 1236 0.50%
-# False negatives: 82775 29.69%
-# TCR(l=50): 1.928196 SpamRecall: 70.307% SpamPrec: 99.373%
+# False negatives: 82834 29.71%
+# TCR(l=50): 1.927382 SpamRecall: 70.285% 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: 24538 70.37%
+# Correctly spam: 24521 70.32%
# False positives: 177 0.58%
-# False negatives: 10334 29.63%
-# TCR(l=50): 1.817765 SpamRecall: 70.366% SpamPrec: 99.284%
+# False negatives: 10351 29.68%
+# TCR(l=50): 1.816155 SpamRecall: 70.317% SpamPrec: 99.283%