Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914125&r1=1914124&r2=1914125&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Nov 26 02:43:50 2023
@@ -1,5 +1,5 @@
-# Using score set 1 logs for revision 1913901 from:
-# ham-net-ena-week0.r1913901.log ham-net-ena-week1.r1913901.log ham-net-ena-week2.r1913901.log ham-net-ena-week3.r1913901.log ham-net-ena-week4.r1913901.log ham-net-giovanni-ham.r1913901.log ham-net-giovanni-spammy.r1913901.log ham-net-giovanni-spam.r1913901.log ham-net-grenier.r1913901.log ham-net-hege.r1913901.log ham-net-jhardin.r1913901.log ham-net-llanga.r1913901.log ham-net-mmiroslaw-mails-ham.r1913901.log ham-net-mmiroslaw-mails-spam.r1913901.log ham-net-spamsponge.r1913901.log ham-net-whyscream.r1913901.log spam-net-ena-week0.r1913901.log spam-net-ena-week1.r1913901.log spam-net-ena-week2.r1913901.log spam-net-ena-week3.r1913901.log spam-net-ena-week4.r1913901.log spam-net-giovanni-ham.r1913901.log spam-net-giovanni-spammy.r1913901.log spam-net-giovanni-spam.r1913901.log spam-net-grenier.r1913901.log spam-net-hege.r1913901.log spam-net-jhardin.r1913901.log spam-net-llanga.r1913901.log spam-net-mmiroslaw-mails-ham.r1913901.log spam-net-mmiroslaw-mails-spam.r1913901.log spam-n
et-spamsponge.r1913901.log spam-net-whyscream.r1913901.log
+# 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 AC_BR_BONANZA 0.001
@@ -7,201 +7,207 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 2.499
-score ADMITS_SPAM 2.599
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.267
-score ADVANCE_FEE_3_NEW_MONEY 0.017
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.567
-score ADVANCE_FEE_4_NEW_MONEY 1.652
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.616
-score ADVANCE_FEE_5_NEW_MONEY 2.449
-score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.500
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 0.641
-score BITCOIN_EXTORT_02 0.902
-score BITCOIN_MALF_HTML 2.571
-score BITCOIN_PAY_ME 2.208
-score BITCOIN_SPAM_02 0.810
-score BITCOIN_SPAM_04 1.499
+score ADMITS_SPAM 2.499
+score ADVANCE_FEE_2_NEW_MONEY 1.987
+score ADVANCE_FEE_3_NEW 3.256
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_MONEY 2.599
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 2.036
+score AD_PREFS 0.396
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score BITCOIN_DEADLINE 3.000
+score BITCOIN_EXTORT_01 0.788
+score BITCOIN_EXTORT_02 3.040
+score BITCOIN_MALF_HTML 3.491
+score BITCOIN_ONAN 2.083
+score BITCOIN_PAY_ME 2.552
+score BITCOIN_SPAM_02 0.053
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 0.111
-score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 0.680
+score BITCOIN_SPAM_07 0.571
+score BITCOIN_TOEQFM 2.902
+score BITCOIN_VISTA 0.547
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 1.272
-score BODY_SINGLE_WORD 0.008
-score BODY_URI_ONLY 2.497
-score BOGUS_MIME_VERSION 2.097
+score BITCOIN_YOUR_INFO 1.083
+score BODY_SINGLE_WORD 0.001
+score BODY_URI_ONLY 2.271
score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.245
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 0.001
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001
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 2.499
-score FONT_INVIS_MSGID 0.550
-score FONT_INVIS_POSTEXTRAS 1.050
-score FORGED_SPF_HELO 1.799
-score FORM_FRAUD_5 2.499
+score FONT_INVIS_LONG_LINE 3.000
+score FONT_INVIS_MSGID 1.651
+score FONT_INVIS_POSTEXTRAS 1.310
+score FORGED_SPF_HELO 2.199
+score FORM_FRAUD_5 2.534
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 2.399
-score FROM_ADDR_WS 1.049
-score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.393
-score FROM_IN_TO_AND_SUBJ 1.251
-score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.299
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.499
+score FROMSPACE 2.199
+score FROM_ADDR_WS 1.548
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.999
+score FROM_IN_TO_AND_SUBJ 1.799
+score FROM_MISSPACED 1.406
+score FROM_MISSP_DYNIP 1.066
+score FROM_MISSP_EH_MATCH 1.800
+score FROM_MISSP_FREEMAIL 1.967
score FROM_MISSP_MSFT 0.519
-score FROM_MISSP_REPLYTO 2.069
-score FROM_MISSP_SPF_FAIL 1.999
+score FROM_MISSP_REPLYTO 1.891
+score FROM_MISSP_SPF_FAIL 1.676
score FROM_MISSP_USER 0.001
-score FROM_PAYPAL_SPOOF 0.001
+score FROM_PAYPAL_SPOOF 0.567
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.331
+score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_WSP_TRAIL 2.399
-score FSL_BULK_SIG 0.938
+score FSL_BULK_SIG 1.118
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 1.799
-score FSL_HELO_FAKE 1.294
+score FSL_HELO_FAKE 1.199
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.001 # force non-zero
+score FUZZY_BITCOIN 0.001
score FUZZY_WALLET 1.799
score GB_BITCOIN_CP 0.001
-score GB_CUSTOM_HTM_URI 1.428
-score GB_FAKE_RF_SHORT 1.156
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.527
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 0.826
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_HASHBL_BTC 2.435
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 1.573
-score HAS_X_OUTGOING_SPAM_STAT 0.001
+score GOOG_STO_NOIMG_HTML 2.196
+score HAS_X_OUTGOING_SPAM_STAT 0.795
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 1.873
+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_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_ENVFROM 1.000
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.950
-score HOSTED_IMG_FREEM 2.616
+score HOSTED_IMG_DIRECT_MX 3.319
+score HOSTED_IMG_FREEM 2.626
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_PHPMAIL 2.500
-score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII_TINY 2.990
-score HTML_FONT_TINY_NORDNS 1.615
+score HREF_EMPTY_PHPMAIL 2.499
+score HTML_BADATTR 1.000
+score HTML_ENTITY_ASCII_TINY 2.108
+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 1.636
+score HTML_TEXT_INVISIBLE_STYLE 1.443
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.149
-score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.799
-score LONG_IMG_URI 2.938
-score LONG_INVISIBLE_TEXT 2.669
-score LOTS_OF_MONEY 0.010
+score KHOP_HELO_FCRDNS 0.090
+score LONGLN_LOW_CONTRAST 0.888
+score LONG_HEX_URI 2.999
+score LONG_IMG_URI 2.939
+score LONG_INVISIBLE_TEXT 2.999
+score LOTS_OF_MONEY 0.009
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 3.199
-score MALWARE_NORDNS 2.964
+score MALFORMED_FREEMAIL 2.899
+score MALWARE_NORDNS 1.708
score MALW_ATTACH 2.399
score MANY_SPAN_IN_TEXT 2.299
-score MANY_SUBDOM 2.299
+score MANY_SUBDOM 2.399
+score MAY_BE_FORGED 2.299
+score MILLION_EUR 0.001
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001
+score MILLION_USD 1.184
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.001
+score MIME_NO_TEXT 1.188
score MIXED_ES 2.299
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 2.126
-score MONEY_FORM 1.475
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.639
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.196
+score MONEY_ATM_CARD 0.623
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 2.392
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 1.310
+score MONEY_FREEMAIL_REPTO 1.336
score MONEY_FROM_MISSP 0.001
-score NA_DOLLARS 1.500
-score NICE_REPLY_A -2.630
-score NORDNS_LOW_CONTRAST 1.621
-score NO_FM_NAME_IP_HOSTN 0.001
+score MONEY_NOHTML 1.765
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -3.477
+score NORDNS_LOW_CONTRAST 1.527
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
+score NSL_RCVD_HELO_USER 0.702
score NUMBERONLY_BITCOIN_EXP 1.999
score OBFU_BITCOIN 0.001
-score OBFU_TEXT_ATTACH 1.599
-score ODD_FREEM_REPTO 2.441
-score PDS_BAD_THREAD_QP_64 0.999
+score OBFU_TEXT_ATTACH 1.244
+score ODD_FREEM_REPTO 2.598
+score PDS_BAD_THREAD_QP_64 1.000
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
+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 2.579
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 1.782
+score PDS_NAKED_TO_NUMERO 0.458
+score PDS_TINYSUBJ_URISHRT 1.499
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+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
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 2.999
+score SCC_CANSPAM_2 2.899
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.037
+score SENDGRID_REDIR 1.041
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.398
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.659
-score STATIC_XPRIO_OLE 1.257
-score STOX_BOUND_090909_B 1.150
-score SUBJ_ATTENTION 0.500
+score SPOOFED_FREEM_REPTO 0.671
+score STATIC_XPRIO_OLE 0.756
+score STOX_BOUND_090909_B 0.230
+score SUBJ_ATTENTION 0.499
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.100
-score TO_EQ_FM_DIRECT_MX 0.749
-score TO_EQ_FM_DOM_HTML_ONLY 1.999
-score TO_EQ_FM_DOM_SPF_FAIL 0.051
-score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.037
+score THIS_AD 0.899
+score TO_EQ_FM_DIRECT_MX 0.153
+score TO_EQ_FM_DOM_HTML_ONLY 2.000
+score TO_EQ_FM_DOM_SPF_FAIL 0.704
+score TO_EQ_FM_HTML_ONLY 1.189
+score TO_EQ_FM_SPF_FAIL 0.293
+score TO_IN_SUBJ 0.099
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_NO_BRKTS_MSFT 2.230
+score TO_NO_BRKTS_MSFT 2.328
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 1.491
+score TO_NO_BRKTS_PCNT 2.206
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 2.823
-score URI_DOTEDU 1.337
-score URI_GOOGLE_PROXY 2.199
+score UNICODE_OBFU_ZW_MANY 2.999
+score URI_DOTEDU 0.492
+score URI_GOOGLE_PROXY 1.799
score URI_IN_URI_5 3.199
-score URI_PHISH 1.895
-score URI_PHP_REDIR 2.750
-score URI_TRY_3LD 2.000
-score URI_WPADMIN 2.299
+score URI_PHISH 3.607
+score URI_PHP_REDIR 2.617
+score URI_TRY_3LD 1.999
+score URI_WPADMIN 2.200
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 1.648
-score VISTA_TONOM_EQ_TOLOC 2.500
-score WORD_INVIS 1.898
+score VISTA_COST 0.502
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WORD_INVIS 2.070
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
+score XM_DIGITS_ONLY 0.623
score XM_RANDOM 2.499
-score XPRIO 0.001
+score XM_UC_ONLY 2.499
+score XPRIO 0.085
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -224,9 +230,9 @@ score BITCOIN_BOMB 1.0
score BITCOIN_IMGUR 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_ONAN 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
score BITCOIN_SPAM_09 1.000
@@ -235,6 +241,7 @@ score BITCOIN_SPAM_11 1.0
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
score BODY_SINGLE_URI 1.000
+score BOGUS_MIME_VERSION 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -359,6 +366,7 @@ score SCC_ISEMM_LID_1 1.0
score SCC_ISEMM_LID_1A 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
+score SHORTENER_SHORT_IMG 1.000
score SHORT_IMG_SUSP_NTLD 1.000
score SHY_OBFU_EXPIRE 1.000
score SHY_OBFU_PASSWORD 1.000
@@ -399,7 +407,6 @@ score URI_WP_HACKED 1.0
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score XM_DIGITS_ONLY 1.000
score XM_RECPTID 1.000
score XPRIO_SHORT_SUBJ 1.000
score XPRIO_VISTA 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914125&r1=1914124&r2=1914125&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Nov 26 02:43:50 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 430469 60.925% (99.343% of non-spam corpus)
-# Correctly spam: 185782 26.294% (67.993% of spam corpus)
-# False positives: 2848 0.403% (0.657% of nonspam, 53999 weighted)
-# False negatives: 87454 12.378% (32.007% of spam, 178201 weighted)
-# Average score for spam: 7.6 nonspam: 0.7
+# Correctly non-spam: 430408 60.917% (99.329% of non-spam corpus)
+# Correctly spam: 185278 26.223% (67.809% of spam corpus)
+# False positives: 2909 0.412% (0.671% of nonspam, 55023 weighted)
+# False negatives: 87956 12.449% (32.191% of spam, 180100 weighted)
+# Average score for spam: 7.5 nonspam: 0.6
# Average for false-pos: 6.0 false-neg: 2.0
-# TOTAL: 706553 100.00%
+# TOTAL: 706551 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 53608 99.28%
-# Correctly spam: 21850 63.96%
-# False positives: 391 0.72%
-# False negatives: 12311 36.04%
-# TCR(l=50): 1.072189 SpamRecall: 63.962% SpamPrec: 98.242%
+# Correctly non-spam: 53585 99.23%
+# Correctly spam: 23106 67.64%
+# False positives: 414 0.77%
+# False negatives: 11055 32.36%
+# TCR(l=50): 1.075768 SpamRecall: 67.639% SpamPrec: 98.240%
##### 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: 422160 97.43%
-# Correctly spam: 110112 40.30%
+# Correctly spam: 110015 40.26%
# False positives: 11157 2.57%
-# False negatives: 163124 59.70%
-# TCR(l=50): 0.378982 SpamRecall: 40.299% SpamPrec: 90.800%
+# False negatives: 163219 59.74%
+# TCR(l=50): 0.378929 SpamRecall: 40.264% SpamPrec: 90.792%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52608 97.42%
-# Correctly spam: 13692 40.08%
+# Correctly spam: 13766 40.30%
# False positives: 1391 2.58%
-# False negatives: 20469 59.92%
-# TCR(l=50): 0.379487 SpamRecall: 40.081% SpamPrec: 90.778%
+# False negatives: 20395 59.70%
+# TCR(l=50): 0.379799 SpamRecall: 40.297% SpamPrec: 90.823%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914125&r1=1914124&r2=1914125&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Nov 26 02:43:50 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 401520 85.256% (99.531% of non-spam corpus)
-# Correctly spam: 27325 5.802% (40.453% of spam corpus)
-# False positives: 1893 0.402% (0.469% of nonspam, 21157 weighted)
-# False negatives: 40222 8.540% (59.547% of spam, 45748 weighted)
-# Average score for spam: 6.3 nonspam: -0.8
-# Average for false-pos: 6.7 false-neg: 1.1
-# TOTAL: 470960 100.00%
+# Correctly non-spam: 410861 85.550% (99.528% of non-spam corpus)
+# Correctly spam: 26928 5.607% (39.923% of spam corpus)
+# False positives: 1947 0.405% (0.472% of nonspam, 21444 weighted)
+# False negatives: 40521 8.437% (60.077% of spam, 59162 weighted)
+# Average score for spam: 6.3 nonspam: -0.9
+# Average for false-pos: 6.7 false-neg: 1.5
+# TOTAL: 480257 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 50094 99.52%
-# Correctly spam: 3426 40.21%
-# False positives: 242 0.48%
-# False negatives: 5095 59.79%
-# TCR(l=50): 0.495551 SpamRecall: 40.207% SpamPrec: 93.402%
+# Correctly non-spam: 51203 99.49%
+# Correctly spam: 3394 39.87%
+# False positives: 260 0.51%
+# False negatives: 5118 60.13%
+# TCR(l=50): 0.469809 SpamRecall: 39.873% SpamPrec: 92.885%
##### 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: 402119 99.68%
-# Correctly spam: 15150 22.43%
-# False positives: 1294 0.32%
-# False negatives: 52397 77.57%
-# TCR(l=50): 0.576847 SpamRecall: 22.429% SpamPrec: 92.131%
+# Correctly non-spam: 411433 99.67%
+# Correctly spam: 14064 20.85%
+# False positives: 1375 0.33%
+# False negatives: 53385 79.15%
+# TCR(l=50): 0.552250 SpamRecall: 20.851% SpamPrec: 91.094%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 50167 99.66%
-# Correctly spam: 1940 22.77%
-# False positives: 169 0.34%
-# False negatives: 6581 77.23%
-# TCR(l=50): 0.566895 SpamRecall: 22.767% SpamPrec: 91.987%
+# Correctly non-spam: 51295 99.67%
+# Correctly spam: 1787 20.99%
+# False positives: 168 0.33%
+# False negatives: 6725 79.01%
+# TCR(l=50): 0.562777 SpamRecall: 20.994% SpamPrec: 91.407%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914125&r1=1914124&r2=1914125&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Nov 26 02:43:50 2023
@@ -1,5 +1,5 @@
-# Using score set 1 logs for revision 1913901 from:
-# ham-net-ena-week0.r1913901.log ham-net-ena-week1.r1913901.log ham-net-ena-week2.r1913901.log ham-net-ena-week3.r1913901.log ham-net-ena-week4.r1913901.log ham-net-giovanni-ham.r1913901.log ham-net-giovanni-spammy.r1913901.log ham-net-giovanni-spam.r1913901.log ham-net-grenier.r1913901.log ham-net-hege.r1913901.log ham-net-jhardin.r1913901.log ham-net-llanga.r1913901.log ham-net-mmiroslaw-mails-ham.r1913901.log ham-net-mmiroslaw-mails-spam.r1913901.log ham-net-spamsponge.r1913901.log ham-net-whyscream.r1913901.log spam-net-ena-week0.r1913901.log spam-net-ena-week1.r1913901.log spam-net-ena-week2.r1913901.log spam-net-ena-week3.r1913901.log spam-net-ena-week4.r1913901.log spam-net-giovanni-ham.r1913901.log spam-net-giovanni-spammy.r1913901.log spam-net-giovanni-spam.r1913901.log spam-net-grenier.r1913901.log spam-net-hege.r1913901.log spam-net-jhardin.r1913901.log spam-net-llanga.r1913901.log spam-net-mmiroslaw-mails-ham.r1913901.log spam-net-mmiroslaw-mails-spam.r1913901.log spam-n
et-spamsponge.r1913901.log spam-net-whyscream.r1913901.log
+# 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 AC_BR_BONANZA 0.001
@@ -7,201 +7,207 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 2.499
-score ADMITS_SPAM 2.599
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.267
-score ADVANCE_FEE_3_NEW_MONEY 0.017
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.567
-score ADVANCE_FEE_4_NEW_MONEY 1.652
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.616
-score ADVANCE_FEE_5_NEW_MONEY 2.449
-score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.500
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 0.641
-score BITCOIN_EXTORT_02 0.902
-score BITCOIN_MALF_HTML 2.571
-score BITCOIN_PAY_ME 2.208
-score BITCOIN_SPAM_02 0.810
-score BITCOIN_SPAM_04 1.499
+score ADMITS_SPAM 2.499
+score ADVANCE_FEE_2_NEW_MONEY 1.987
+score ADVANCE_FEE_3_NEW 3.256
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_MONEY 2.599
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 2.036
+score AD_PREFS 0.396
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score BITCOIN_DEADLINE 3.000
+score BITCOIN_EXTORT_01 0.788
+score BITCOIN_EXTORT_02 3.040
+score BITCOIN_MALF_HTML 3.491
+score BITCOIN_ONAN 2.083
+score BITCOIN_PAY_ME 2.552
+score BITCOIN_SPAM_02 0.053
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 0.111
-score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 0.680
+score BITCOIN_SPAM_07 0.571
+score BITCOIN_TOEQFM 2.902
+score BITCOIN_VISTA 0.547
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 1.272
-score BODY_SINGLE_WORD 0.008
-score BODY_URI_ONLY 2.497
-score BOGUS_MIME_VERSION 2.097
+score BITCOIN_YOUR_INFO 1.083
+score BODY_SINGLE_WORD 0.001
+score BODY_URI_ONLY 2.271
score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.245
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 0.001
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001
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 2.499
-score FONT_INVIS_MSGID 0.550
-score FONT_INVIS_POSTEXTRAS 1.050
-score FORGED_SPF_HELO 1.799
-score FORM_FRAUD_5 2.499
+score FONT_INVIS_LONG_LINE 3.000
+score FONT_INVIS_MSGID 1.651
+score FONT_INVIS_POSTEXTRAS 1.310
+score FORGED_SPF_HELO 2.199
+score FORM_FRAUD_5 2.534
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 2.399
-score FROM_ADDR_WS 1.049
-score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.393
-score FROM_IN_TO_AND_SUBJ 1.251
-score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.299
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.499
+score FROMSPACE 2.199
+score FROM_ADDR_WS 1.548
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.999
+score FROM_IN_TO_AND_SUBJ 1.799
+score FROM_MISSPACED 1.406
+score FROM_MISSP_DYNIP 1.066
+score FROM_MISSP_EH_MATCH 1.800
+score FROM_MISSP_FREEMAIL 1.967
score FROM_MISSP_MSFT 0.519
-score FROM_MISSP_REPLYTO 2.069
-score FROM_MISSP_SPF_FAIL 1.999
+score FROM_MISSP_REPLYTO 1.891
+score FROM_MISSP_SPF_FAIL 1.676
score FROM_MISSP_USER 0.001
-score FROM_PAYPAL_SPOOF 0.001
+score FROM_PAYPAL_SPOOF 0.567
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.331
+score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_WSP_TRAIL 2.399
-score FSL_BULK_SIG 0.938
+score FSL_BULK_SIG 1.118
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 1.799
-score FSL_HELO_FAKE 1.294
+score FSL_HELO_FAKE 1.199
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.001 # force non-zero
+score FUZZY_BITCOIN 0.001
score FUZZY_WALLET 1.799
score GB_BITCOIN_CP 0.001
-score GB_CUSTOM_HTM_URI 1.428
-score GB_FAKE_RF_SHORT 1.156
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.527
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 0.826
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_HASHBL_BTC 2.435
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 1.573
-score HAS_X_OUTGOING_SPAM_STAT 0.001
+score GOOG_STO_NOIMG_HTML 2.196
+score HAS_X_OUTGOING_SPAM_STAT 0.795
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 1.873
+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_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_ENVFROM 1.000
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.950
-score HOSTED_IMG_FREEM 2.616
+score HOSTED_IMG_DIRECT_MX 3.319
+score HOSTED_IMG_FREEM 2.626
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_PHPMAIL 2.500
-score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII_TINY 2.990
-score HTML_FONT_TINY_NORDNS 1.615
+score HREF_EMPTY_PHPMAIL 2.499
+score HTML_BADATTR 1.000
+score HTML_ENTITY_ASCII_TINY 2.108
+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 1.636
+score HTML_TEXT_INVISIBLE_STYLE 1.443
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.149
-score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.799
-score LONG_IMG_URI 2.938
-score LONG_INVISIBLE_TEXT 2.669
-score LOTS_OF_MONEY 0.010
+score KHOP_HELO_FCRDNS 0.090
+score LONGLN_LOW_CONTRAST 0.888
+score LONG_HEX_URI 2.999
+score LONG_IMG_URI 2.939
+score LONG_INVISIBLE_TEXT 2.999
+score LOTS_OF_MONEY 0.009
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 3.199
-score MALWARE_NORDNS 2.964
+score MALFORMED_FREEMAIL 2.899
+score MALWARE_NORDNS 1.708
score MALW_ATTACH 2.399
score MANY_SPAN_IN_TEXT 2.299
-score MANY_SUBDOM 2.299
+score MANY_SUBDOM 2.399
+score MAY_BE_FORGED 2.299
+score MILLION_EUR 0.001
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001
+score MILLION_USD 1.184
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.001
+score MIME_NO_TEXT 1.188
score MIXED_ES 2.299
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 2.126
-score MONEY_FORM 1.475
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.639
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.196
+score MONEY_ATM_CARD 0.623
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 2.392
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 1.310
+score MONEY_FREEMAIL_REPTO 1.336
score MONEY_FROM_MISSP 0.001
-score NA_DOLLARS 1.500
-score NICE_REPLY_A -2.630
-score NORDNS_LOW_CONTRAST 1.621
-score NO_FM_NAME_IP_HOSTN 0.001
+score MONEY_NOHTML 1.765
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -3.477
+score NORDNS_LOW_CONTRAST 1.527
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
+score NSL_RCVD_HELO_USER 0.702
score NUMBERONLY_BITCOIN_EXP 1.999
score OBFU_BITCOIN 0.001
-score OBFU_TEXT_ATTACH 1.599
-score ODD_FREEM_REPTO 2.441
-score PDS_BAD_THREAD_QP_64 0.999
+score OBFU_TEXT_ATTACH 1.244
+score ODD_FREEM_REPTO 2.598
+score PDS_BAD_THREAD_QP_64 1.000
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
+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 2.579
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 1.782
+score PDS_NAKED_TO_NUMERO 0.458
+score PDS_TINYSUBJ_URISHRT 1.499
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+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
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 2.999
+score SCC_CANSPAM_2 2.899
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.037
+score SENDGRID_REDIR 1.041
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.398
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.659
-score STATIC_XPRIO_OLE 1.257
-score STOX_BOUND_090909_B 1.150
-score SUBJ_ATTENTION 0.500
+score SPOOFED_FREEM_REPTO 0.671
+score STATIC_XPRIO_OLE 0.756
+score STOX_BOUND_090909_B 0.230
+score SUBJ_ATTENTION 0.499
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.100
-score TO_EQ_FM_DIRECT_MX 0.749
-score TO_EQ_FM_DOM_HTML_ONLY 1.999
-score TO_EQ_FM_DOM_SPF_FAIL 0.051
-score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.037
+score THIS_AD 0.899
+score TO_EQ_FM_DIRECT_MX 0.153
+score TO_EQ_FM_DOM_HTML_ONLY 2.000
+score TO_EQ_FM_DOM_SPF_FAIL 0.704
+score TO_EQ_FM_HTML_ONLY 1.189
+score TO_EQ_FM_SPF_FAIL 0.293
+score TO_IN_SUBJ 0.099
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_NO_BRKTS_MSFT 2.230
+score TO_NO_BRKTS_MSFT 2.328
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 1.491
+score TO_NO_BRKTS_PCNT 2.206
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 2.823
-score URI_DOTEDU 1.337
-score URI_GOOGLE_PROXY 2.199
+score UNICODE_OBFU_ZW_MANY 2.999
+score URI_DOTEDU 0.492
+score URI_GOOGLE_PROXY 1.799
score URI_IN_URI_5 3.199
-score URI_PHISH 1.895
-score URI_PHP_REDIR 2.750
-score URI_TRY_3LD 2.000
-score URI_WPADMIN 2.299
+score URI_PHISH 3.607
+score URI_PHP_REDIR 2.617
+score URI_TRY_3LD 1.999
+score URI_WPADMIN 2.200
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 1.648
-score VISTA_TONOM_EQ_TOLOC 2.500
-score WORD_INVIS 1.898
+score VISTA_COST 0.502
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WORD_INVIS 2.070
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
+score XM_DIGITS_ONLY 0.623
score XM_RANDOM 2.499
-score XPRIO 0.001
+score XM_UC_ONLY 2.499
+score XPRIO 0.085
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -224,9 +230,9 @@ score BITCOIN_BOMB 1.0
score BITCOIN_IMGUR 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_ONAN 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
score BITCOIN_SPAM_09 1.000
@@ -235,6 +241,7 @@ score BITCOIN_SPAM_11 1.0
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
score BODY_SINGLE_URI 1.000
+score BOGUS_MIME_VERSION 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -359,6 +366,7 @@ score SCC_ISEMM_LID_1 1.0
score SCC_ISEMM_LID_1A 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
+score SHORTENER_SHORT_IMG 1.000
score SHORT_IMG_SUSP_NTLD 1.000
score SHY_OBFU_EXPIRE 1.000
score SHY_OBFU_PASSWORD 1.000
@@ -399,7 +407,6 @@ score URI_WP_HACKED 1.0
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score XM_DIGITS_ONLY 1.000
score XM_RECPTID 1.000
score XPRIO_SHORT_SUBJ 1.000
score XPRIO_VISTA 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914125&r1=1914124&r2=1914125&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Nov 26 02:43:50 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 430469 60.925% (99.343% of non-spam corpus)
-# Correctly spam: 185782 26.294% (67.993% of spam corpus)
-# False positives: 2848 0.403% (0.657% of nonspam, 53999 weighted)
-# False negatives: 87454 12.378% (32.007% of spam, 178201 weighted)
-# Average score for spam: 7.6 nonspam: 0.7
+# Correctly non-spam: 430408 60.917% (99.329% of non-spam corpus)
+# Correctly spam: 185278 26.223% (67.809% of spam corpus)
+# False positives: 2909 0.412% (0.671% of nonspam, 55023 weighted)
+# False negatives: 87956 12.449% (32.191% of spam, 180100 weighted)
+# Average score for spam: 7.5 nonspam: 0.6
# Average for false-pos: 6.0 false-neg: 2.0
-# TOTAL: 706553 100.00%
+# TOTAL: 706551 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 53608 99.28%
-# Correctly spam: 21850 63.96%
-# False positives: 391 0.72%
-# False negatives: 12311 36.04%
-# TCR(l=50): 1.072189 SpamRecall: 63.962% SpamPrec: 98.242%
+# Correctly non-spam: 53585 99.23%
+# Correctly spam: 23106 67.64%
+# False positives: 414 0.77%
+# False negatives: 11055 32.36%
+# TCR(l=50): 1.075768 SpamRecall: 67.639% SpamPrec: 98.240%
##### 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: 422160 97.43%
-# Correctly spam: 110112 40.30%
+# Correctly spam: 110015 40.26%
# False positives: 11157 2.57%
-# False negatives: 163124 59.70%
-# TCR(l=50): 0.378982 SpamRecall: 40.299% SpamPrec: 90.800%
+# False negatives: 163219 59.74%
+# TCR(l=50): 0.378929 SpamRecall: 40.264% SpamPrec: 90.792%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52608 97.42%
-# Correctly spam: 13692 40.08%
+# Correctly spam: 13766 40.30%
# False positives: 1391 2.58%
-# False negatives: 20469 59.92%
-# TCR(l=50): 0.379487 SpamRecall: 40.081% SpamPrec: 90.778%
+# False negatives: 20395 59.70%
+# TCR(l=50): 0.379799 SpamRecall: 40.297% SpamPrec: 90.823%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914125&r1=1914124&r2=1914125&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Nov 26 02:43:50 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 401520 85.256% (99.531% of non-spam corpus)
-# Correctly spam: 27325 5.802% (40.453% of spam corpus)
-# False positives: 1893 0.402% (0.469% of nonspam, 21157 weighted)
-# False negatives: 40222 8.540% (59.547% of spam, 45748 weighted)
-# Average score for spam: 6.3 nonspam: -0.8
-# Average for false-pos: 6.7 false-neg: 1.1
-# TOTAL: 470960 100.00%
+# Correctly non-spam: 410861 85.550% (99.528% of non-spam corpus)
+# Correctly spam: 26928 5.607% (39.923% of spam corpus)
+# False positives: 1947 0.405% (0.472% of nonspam, 21444 weighted)
+# False negatives: 40521 8.437% (60.077% of spam, 59162 weighted)
+# Average score for spam: 6.3 nonspam: -0.9
+# Average for false-pos: 6.7 false-neg: 1.5
+# TOTAL: 480257 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 50094 99.52%
-# Correctly spam: 3426 40.21%
-# False positives: 242 0.48%
-# False negatives: 5095 59.79%
-# TCR(l=50): 0.495551 SpamRecall: 40.207% SpamPrec: 93.402%
+# Correctly non-spam: 51203 99.49%
+# Correctly spam: 3394 39.87%
+# False positives: 260 0.51%
+# False negatives: 5118 60.13%
+# TCR(l=50): 0.469809 SpamRecall: 39.873% SpamPrec: 92.885%
##### 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: 402119 99.68%
-# Correctly spam: 15150 22.43%
-# False positives: 1294 0.32%
-# False negatives: 52397 77.57%
-# TCR(l=50): 0.576847 SpamRecall: 22.429% SpamPrec: 92.131%
+# Correctly non-spam: 411433 99.67%
+# Correctly spam: 14064 20.85%
+# False positives: 1375 0.33%
+# False negatives: 53385 79.15%
+# TCR(l=50): 0.552250 SpamRecall: 20.851% SpamPrec: 91.094%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 50167 99.66%
-# Correctly spam: 1940 22.77%
-# False positives: 169 0.34%
-# False negatives: 6581 77.23%
-# TCR(l=50): 0.566895 SpamRecall: 22.767% SpamPrec: 91.987%
+# Correctly non-spam: 51295 99.67%
+# Correctly spam: 1787 20.99%
+# False positives: 168 0.33%
+# False negatives: 6725 79.01%
+# TCR(l=50): 0.562777 SpamRecall: 20.994% SpamPrec: 91.407%