Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914499&r1=1914498&r2=1914499&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Dec 10 02:45:57 2023
@@ -1,150 +1,155 @@
-# Using score set 1 logs for revision 1914280 from:
-# ham-net-ena-week0.r1914280.log ham-net-ena-week1.r1914280.log ham-net-ena-week2.r1914280.log ham-net-ena-week3.r1914280.log ham-net-ena-week4.r1914280.log ham-net-giovanni-ham.r1914280.log ham-net-giovanni-spammy.r1914280.log ham-net-giovanni-spam.r1914280.log ham-net-grenier.r1914280.log ham-net-hege.r1914280.log ham-net-jhardin.r1914280.log ham-net-llanga.r1914280.log ham-net-mmiroslaw-mails-ham.r1914280.log ham-net-mmiroslaw-mails-spam.r1914280.log ham-net-spamsponge.r1914280.log ham-net-whyscream.r1914280.log spam-net-ena-week0.r1914280.log spam-net-ena-week1.r1914280.log spam-net-ena-week2.r1914280.log spam-net-ena-week3.r1914280.log spam-net-ena-week4.r1914280.log spam-net-giovanni-ham.r1914280.log spam-net-giovanni-spammy.r1914280.log spam-net-giovanni-spam.r1914280.log spam-net-grenier.r1914280.log spam-net-hege.r1914280.log spam-net-jhardin.r1914280.log spam-net-llanga.r1914280.log spam-net-mmiroslaw-mails-ham.r1914280.log spam-net-mmiroslaw-mails-spam.r1914280.log spam-n
et-spamsponge.r1914280.log spam-net-whyscream.r1914280.log
+# Using score set 1 logs for revision 1914480 from:
+# ham-net-ena-week0.r1914480.log ham-net-ena-week1.r1914480.log ham-net-ena-week2.r1914480.log ham-net-ena-week3.r1914480.log ham-net-ena-week4.r1914480.log ham-net-giovanni-ham.r1914480.log ham-net-giovanni-spammy.r1914480.log ham-net-giovanni-spam.r1914480.log ham-net-grenier.r1914480.log ham-net-hege.r1914480.log ham-net-jhardin.r1914480.log ham-net-llanga.r1914480.log ham-net-mmiroslaw-mails-ham.r1914480.log ham-net-mmiroslaw-mails-spam.r1914480.log ham-net-spamsponge.r1914480.log ham-net-whyscream.r1914480.log spam-net-ena-week0.r1914480.log spam-net-ena-week1.r1914480.log spam-net-ena-week2.r1914480.log spam-net-ena-week3.r1914480.log spam-net-ena-week4.r1914480.log spam-net-giovanni-ham.r1914480.log spam-net-giovanni-spammy.r1914480.log spam-net-giovanni-spam.r1914480.log spam-net-grenier.r1914480.log spam-net-hege.r1914480.log spam-net-jhardin.r1914480.log spam-net-llanga.r1914480.log spam-net-mmiroslaw-mails-ham.r1914480.log spam-net-mmiroslaw-mails-spam.r1914480.log spam-n
et-spamsponge.r1914480.log spam-net-whyscream.r1914480.log
score ACCT_PHISHING_MANY 2.999
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_POST_EXTRAS 2.499
-score ADMITS_SPAM 2.399
+score AC_FROM_MANY_DOTS 2.499
+score AC_HTML_NONSENSE_TAGS 2.000
+score AC_POST_EXTRAS 0.312
+score ADMITS_SPAM 2.299
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.268
-score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
-score ADVANCE_FEE_4_NEW_MONEY 1.402
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW 2.299
+score ADVANCE_FEE_4_NEW_MONEY 0.135
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.543
-score AD_PREFS 0.216
+score ADVANCE_FEE_5_NEW_MONEY 2.259
+score AD_PREFS 0.258
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 2.818
-score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALF_HTML 2.684
-score BITCOIN_ONAN 3.000
-score BITCOIN_PAY_ME 0.819
-score BITCOIN_SPAM_02 1.463
-score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 1.648
-score BITCOIN_TOEQFM 2.268
+score BITCOIN_EXTORT_01 0.200
+score BITCOIN_MALF_HTML 0.001
+score BITCOIN_ONAN 2.979
+score BITCOIN_PAY_ME 2.544
+score BITCOIN_SPAM_02 0.984
+score BITCOIN_SPAM_05 0.001 # force non-zero
+score BITCOIN_SPAM_07 2.423
+score BITCOIN_TOEQFM 1.636
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.040
-score BITCOIN_YOUR_INFO 2.125
-score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.277
+score BITCOIN_XPRIO 0.983
+score BITCOIN_YOUR_INFO 2.999
+score BODY_SINGLE_URI 0.001
+score BODY_SINGLE_WORD 0.001 # force non-zero
+score BODY_URI_ONLY 2.269
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.398
+score DEAR_BENEFICIARY 0.299
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
+score DYNAMIC_IMGUR 0.412
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.899
-score FONT_INVIS_DIRECT 0.001 # force non-zero
+score FILL_THIS_FORM 0.599
+score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.222
-score FONT_INVIS_POSTEXTRAS 1.313
-score FORGED_SPF_HELO 2.600
-score FORM_FRAUD_5 2.534
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.490
-score FROM_IN_TO_AND_SUBJ 0.594
-score FROM_MISSPACED 1.706
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.499
-score FROM_MISSP_MSFT 0.519
-score FROM_MISSP_REPLYTO 1.605
-score FROM_MISSP_SPF_FAIL 1.226
+score FONT_INVIS_MSGID 1.788
+score FONT_INVIS_NORDNS 1.649
+score FONT_INVIS_POSTEXTRAS 3.499
+score FORGED_SPF_HELO 2.799
+score FORM_FRAUD_5 2.541
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 3.000
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.522
+score FROM_IN_TO_AND_SUBJ 1.187
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 1.299
+score FROM_MISSP_FREEMAIL 1.953
+score FROM_MISSP_MSFT 1.649
+score FROM_MISSP_REPLYTO 1.883
+score FROM_MISSP_SPF_FAIL 0.448
+score FROM_MISSP_TO_UNDISC 3.192
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_PAYPAL_SPOOF 0.001
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 2.499
-score FSL_BULK_SIG 1.046
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.099
+score FROM_UNBAL1 2.199
+score FROM_WSP_TRAIL 2.399
+score FSL_BULK_SIG 2.058
+score FSL_CTYPE_WIN1251 0.441
+score FSL_HAS_TINYURL 2.300
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.199
-score FUZZY_BITCOIN 0.850
+score FUZZY_AMAZON 2.499
+score FUZZY_BITCOIN 1.691
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 0.334
+score GB_BITCOIN_CP 0.001
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 0.827
+score GB_FAKE_RF_SHORT 1.121
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 2.309
-score GOOG_REDIR_NORDNS 0.151
-score GOOG_STO_IMG_HTML 3.000
+score GB_HASHBL_BTC 2.043
+score GOOG_REDIR_NORDNS 0.001
+score GOOG_STO_IMG_HTML 2.999
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.794
-score HDRS_LCASE_IMGONLY 0.099
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
-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 0.250
score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 1.000
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 2.000
+score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.983
+score HOSTED_IMG_FREEM 3.008
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 1.000
+score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII_TINY 2.999
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.330
-score HTML_TEXT_INVISIBLE_STYLE 2.389
+score HTML_TEXT_INVISIBLE_FONT 1.863
+score HTML_TEXT_INVISIBLE_STYLE 2.429
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.260
-score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.939
-score LONG_INVISIBLE_TEXT 2.999
+score LONG_IMG_URI 2.941
+score LONG_INVISIBLE_TEXT 2.699
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 2.699
-score MALWARE_NORDNS 2.429
-score MALW_ATTACH 2.199
-score MANY_SPAN_IN_TEXT 2.199
-score MANY_SUBDOM 2.199
-score MILLION_HUNDRED 0.001
+score MALWARE_NORDNS 2.669
+score MILLION_HUNDRED 0.085
score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.999
-score MIXED_ES 2.299
-score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.423
+score MIME_NO_TEXT 0.001
+score MIXED_ES 2.099
+score MIXED_HREF_CASE 2.000
+score MONEY_ATM_CARD 0.257
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.393
+score MONEY_FORM_SHORT 1.891
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.598
-score MONEY_FREEMAIL_REPTO 1.445
+score MONEY_FRAUD_5 1.141
+score MONEY_FRAUD_8 0.905
+score MONEY_FREEMAIL_REPTO 1.313
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.044
+score MONEY_NOHTML 1.568
score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.720
-score NORDNS_LOW_CONTRAST 0.124
-score NO_FM_NAME_IP_HOSTN 0.331
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 0.383
-score OBFU_BITCOIN 0.360
+score NICE_REPLY_A -2.924
+score NORDNS_LOW_CONTRAST 0.001
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 0.001
+score OBFU_BITCOIN 0.658
score OBFU_TEXT_ATTACH 1.599
-score ODD_FREEM_REPTO 2.590
+score ODD_FREEM_REPTO 2.595
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
+score PDS_BTC_ID 0.250
+score PDS_BTC_MSGID 0.001 # force non-zero
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 2.308
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_OTHER_BAD_TLD 1.999
score PDS_TINYSUBJ_URISHRT 1.499
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
@@ -152,53 +157,51 @@ score RAND_MKTG_HEADER 1.9
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 2.799
+score SCC_CANSPAM_2 1.903
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.067
+score SENDGRID_REDIR 0.672
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 2.299
+score SHORTENED_URL_SRC 2.399
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 0.678
-score STATIC_XPRIO_OLE 1.266
-score STOX_BOUND_090909_B 1.036
-score SUBJ_ATTENTION 0.500
-score THIS_AD 0.899
+score SPOOFED_FREEM_REPTO 1.836
+score STATIC_XPRIO_OLE 0.770
+score STOX_BOUND_090909_B 0.001
+score SUBJ_ATTENTION 0.499
+score THIS_AD 0.699
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.256
-score TO_EQ_FM_DOM_HTML_ONLY 1.231
-score TO_EQ_FM_DOM_SPF_FAIL 0.117
-score TO_EQ_FM_HTML_ONLY 0.355
-score TO_EQ_FM_SPF_FAIL 1.460
-score TO_IN_SUBJ 0.100
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_SPF_FAIL 0.126
+score TO_EQ_FM_SPF_FAIL 1.252
+score TO_IN_SUBJ 0.099
+score TO_NO_BRKTS_FROM_MSSP 2.500
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_MSFT 2.477
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.256
+score TO_NO_BRKTS_PCNT 2.297
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 3.000
-score URI_DOTEDU 0.193
-score URI_GOOGLE_PROXY 1.799
-score URI_IN_URI_5 3.199
+score UNDISC_MONEY 2.900
+score UNICODE_OBFU_ZW_MANY 2.999
+score URI_DOTEDU 0.868
+score URI_GOOGLE_PROXY 1.699
+score URI_IN_URI_5 3.299
score URI_PHISH 3.999
-score URI_PHP_REDIR 2.495
+score URI_PHP_REDIR 2.489
score URI_TRY_3LD 1.999
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
score VISTA_COST 2.499
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 1.999
-score WORD_INVIS 1.902
+score WORD_INVIS 1.898
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_DIGITS_ONLY 1.764
+score XFER_LOTSA_MONEY 0.001
+score XM_DIGITS_ONLY 2.999
score XM_RANDOM 2.499
-score XM_UC_ONLY 2.500
+score XM_UC_ONLY 2.499
score XPRIO 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -220,6 +223,7 @@ score BEBEE_IMG_NOT_RCVD_BB 1.0
score BIGNUM_EMAILS_FREEM 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
+score BITCOIN_DEADLINE 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_MALWARE 1.000
@@ -234,7 +238,6 @@ score BITCOIN_SPAM_10 1.0
score BITCOIN_SPAM_11 1.000
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
@@ -251,7 +254,6 @@ score DKIMWL_BL 1.0
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
score DSN_NO_MIMEVERSION 1.000
-score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENCRYPTED_MESSAGE -1.000
score ENVFROM_GOOG_TRIX 1.000
@@ -260,7 +262,6 @@ score FBI_MONEY 1.0
score FBI_SPOOF 1.000
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
@@ -289,7 +290,6 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_LOTTO 1.000
@@ -329,8 +329,8 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score NUMBERONLY_BITCOIN_EXP 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
-score PDS_NAKED_TO_NUMERO 1.000
score PDS_PHP_EVAL 1.000
+score PDS_X_PHP_WELLKNOWN 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914499&r1=1914498&r2=1914499&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Dec 10 02:45:57 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 448174 62.616% (99.235% of non-spam corpus)
-# Correctly spam: 169964 23.746% (64.353% of spam corpus)
-# False positives: 3457 0.483% (0.765% of nonspam, 63056 weighted)
-# False negatives: 94150 13.154% (35.647% of spam, 187133 weighted)
-# Average score for spam: 6.8 nonspam: 0.7
+# Correctly non-spam: 448008 62.593% (99.198% of non-spam corpus)
+# Correctly spam: 170246 23.786% (64.460% of spam corpus)
+# False positives: 3623 0.506% (0.802% of nonspam, 65523 weighted)
+# False negatives: 93867 13.115% (35.540% of spam, 185700 weighted)
+# Average score for spam: 6.7 nonspam: 0.6
# Average for false-pos: 6.2 false-neg: 2.0
-# TOTAL: 715745 100.00%
+# TOTAL: 715744 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55908 99.28%
-# Correctly spam: 21260 64.36%
-# False positives: 408 0.72%
-# False negatives: 11771 35.64%
-# TCR(l=50): 1.026732 SpamRecall: 64.364% SpamPrec: 98.117%
+# Correctly non-spam: 55910 99.28%
+# Correctly spam: 21072 63.79%
+# False positives: 406 0.72%
+# False negatives: 11959 36.21%
+# TCR(l=50): 1.023931 SpamRecall: 63.795% SpamPrec: 98.110%
##### 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: 439813 97.38%
-# Correctly spam: 114197 43.24%
+# Correctly spam: 114266 43.26%
# False positives: 11818 2.62%
-# False negatives: 149917 56.76%
-# TCR(l=50): 0.356517 SpamRecall: 43.238% SpamPrec: 90.622%
+# False negatives: 149847 56.74%
+# TCR(l=50): 0.356550 SpamRecall: 43.264% SpamPrec: 90.627%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54778 97.27%
-# Correctly spam: 14480 43.84%
+# Correctly spam: 14302 43.30%
# False positives: 1538 2.73%
-# False negatives: 18551 56.16%
-# TCR(l=50): 0.346052 SpamRecall: 43.838% SpamPrec: 90.398%
+# False negatives: 18729 56.70%
+# TCR(l=50): 0.345408 SpamRecall: 43.299% SpamPrec: 90.290%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914499&r1=1914498&r2=1914499&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Dec 10 02:45:57 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 421761 85.426% (99.392% of non-spam corpus)
-# Correctly spam: 27293 5.528% (39.341% of spam corpus)
-# False positives: 2578 0.522% (0.608% of nonspam, 29556 weighted)
-# False negatives: 42082 8.524% (60.659% of spam, 60528 weighted)
-# Average score for spam: 6.0 nonspam: -1.0
-# Average for false-pos: 7.0 false-neg: 1.4
-# TOTAL: 493714 100.00%
+# Correctly non-spam: 430445 85.275% (99.321% of non-spam corpus)
+# Correctly spam: 26880 5.325% (37.654% of spam corpus)
+# False positives: 2942 0.583% (0.679% of nonspam, 33001 weighted)
+# False negatives: 44507 8.817% (62.346% of spam, 67663 weighted)
+# Average score for spam: 5.5 nonspam: -0.9
+# Average for false-pos: 6.8 false-neg: 1.5
+# TOTAL: 504774 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 52578 99.42%
-# Correctly spam: 3357 38.33%
-# False positives: 306 0.58%
-# False negatives: 5402 61.67%
-# TCR(l=50): 0.423099 SpamRecall: 38.326% SpamPrec: 91.646%
+# Correctly non-spam: 53675 99.38%
+# Correctly spam: 3387 37.64%
+# False positives: 334 0.62%
+# False negatives: 5611 62.36%
+# TCR(l=50): 0.403299 SpamRecall: 37.642% SpamPrec: 91.024%
##### 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: 422487 99.56%
-# Correctly spam: 14943 21.54%
-# False positives: 1852 0.44%
-# False negatives: 54432 78.46%
-# TCR(l=50): 0.471836 SpamRecall: 21.539% SpamPrec: 88.973%
+# Correctly non-spam: 431752 99.62%
+# Correctly spam: 13758 19.27%
+# False positives: 1635 0.38%
+# False negatives: 57629 80.73%
+# TCR(l=50): 0.512179 SpamRecall: 19.272% SpamPrec: 89.378%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 52673 99.60%
-# Correctly spam: 1883 21.50%
-# False positives: 211 0.40%
-# False negatives: 6876 78.50%
-# TCR(l=50): 0.502640 SpamRecall: 21.498% SpamPrec: 89.924%
+# Correctly non-spam: 53807 99.63%
+# Correctly spam: 1725 19.17%
+# False positives: 202 0.37%
+# False negatives: 7273 80.83%
+# TCR(l=50): 0.517930 SpamRecall: 19.171% SpamPrec: 89.517%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914499&r1=1914498&r2=1914499&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Dec 10 02:45:57 2023
@@ -1,150 +1,155 @@
-# Using score set 1 logs for revision 1914280 from:
-# ham-net-ena-week0.r1914280.log ham-net-ena-week1.r1914280.log ham-net-ena-week2.r1914280.log ham-net-ena-week3.r1914280.log ham-net-ena-week4.r1914280.log ham-net-giovanni-ham.r1914280.log ham-net-giovanni-spammy.r1914280.log ham-net-giovanni-spam.r1914280.log ham-net-grenier.r1914280.log ham-net-hege.r1914280.log ham-net-jhardin.r1914280.log ham-net-llanga.r1914280.log ham-net-mmiroslaw-mails-ham.r1914280.log ham-net-mmiroslaw-mails-spam.r1914280.log ham-net-spamsponge.r1914280.log ham-net-whyscream.r1914280.log spam-net-ena-week0.r1914280.log spam-net-ena-week1.r1914280.log spam-net-ena-week2.r1914280.log spam-net-ena-week3.r1914280.log spam-net-ena-week4.r1914280.log spam-net-giovanni-ham.r1914280.log spam-net-giovanni-spammy.r1914280.log spam-net-giovanni-spam.r1914280.log spam-net-grenier.r1914280.log spam-net-hege.r1914280.log spam-net-jhardin.r1914280.log spam-net-llanga.r1914280.log spam-net-mmiroslaw-mails-ham.r1914280.log spam-net-mmiroslaw-mails-spam.r1914280.log spam-n
et-spamsponge.r1914280.log spam-net-whyscream.r1914280.log
+# Using score set 1 logs for revision 1914480 from:
+# ham-net-ena-week0.r1914480.log ham-net-ena-week1.r1914480.log ham-net-ena-week2.r1914480.log ham-net-ena-week3.r1914480.log ham-net-ena-week4.r1914480.log ham-net-giovanni-ham.r1914480.log ham-net-giovanni-spammy.r1914480.log ham-net-giovanni-spam.r1914480.log ham-net-grenier.r1914480.log ham-net-hege.r1914480.log ham-net-jhardin.r1914480.log ham-net-llanga.r1914480.log ham-net-mmiroslaw-mails-ham.r1914480.log ham-net-mmiroslaw-mails-spam.r1914480.log ham-net-spamsponge.r1914480.log ham-net-whyscream.r1914480.log spam-net-ena-week0.r1914480.log spam-net-ena-week1.r1914480.log spam-net-ena-week2.r1914480.log spam-net-ena-week3.r1914480.log spam-net-ena-week4.r1914480.log spam-net-giovanni-ham.r1914480.log spam-net-giovanni-spammy.r1914480.log spam-net-giovanni-spam.r1914480.log spam-net-grenier.r1914480.log spam-net-hege.r1914480.log spam-net-jhardin.r1914480.log spam-net-llanga.r1914480.log spam-net-mmiroslaw-mails-ham.r1914480.log spam-net-mmiroslaw-mails-spam.r1914480.log spam-n
et-spamsponge.r1914480.log spam-net-whyscream.r1914480.log
score ACCT_PHISHING_MANY 2.999
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_POST_EXTRAS 2.499
-score ADMITS_SPAM 2.399
+score AC_FROM_MANY_DOTS 2.499
+score AC_HTML_NONSENSE_TAGS 2.000
+score AC_POST_EXTRAS 0.312
+score ADMITS_SPAM 2.299
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.268
-score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
-score ADVANCE_FEE_4_NEW_MONEY 1.402
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW 2.299
+score ADVANCE_FEE_4_NEW_MONEY 0.135
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.543
-score AD_PREFS 0.216
+score ADVANCE_FEE_5_NEW_MONEY 2.259
+score AD_PREFS 0.258
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 2.818
-score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALF_HTML 2.684
-score BITCOIN_ONAN 3.000
-score BITCOIN_PAY_ME 0.819
-score BITCOIN_SPAM_02 1.463
-score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 1.648
-score BITCOIN_TOEQFM 2.268
+score BITCOIN_EXTORT_01 0.200
+score BITCOIN_MALF_HTML 0.001
+score BITCOIN_ONAN 2.979
+score BITCOIN_PAY_ME 2.544
+score BITCOIN_SPAM_02 0.984
+score BITCOIN_SPAM_05 0.001 # force non-zero
+score BITCOIN_SPAM_07 2.423
+score BITCOIN_TOEQFM 1.636
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.040
-score BITCOIN_YOUR_INFO 2.125
-score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.277
+score BITCOIN_XPRIO 0.983
+score BITCOIN_YOUR_INFO 2.999
+score BODY_SINGLE_URI 0.001
+score BODY_SINGLE_WORD 0.001 # force non-zero
+score BODY_URI_ONLY 2.269
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.398
+score DEAR_BENEFICIARY 0.299
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
+score DYNAMIC_IMGUR 0.412
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.899
-score FONT_INVIS_DIRECT 0.001 # force non-zero
+score FILL_THIS_FORM 0.599
+score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.222
-score FONT_INVIS_POSTEXTRAS 1.313
-score FORGED_SPF_HELO 2.600
-score FORM_FRAUD_5 2.534
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.490
-score FROM_IN_TO_AND_SUBJ 0.594
-score FROM_MISSPACED 1.706
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.499
-score FROM_MISSP_MSFT 0.519
-score FROM_MISSP_REPLYTO 1.605
-score FROM_MISSP_SPF_FAIL 1.226
+score FONT_INVIS_MSGID 1.788
+score FONT_INVIS_NORDNS 1.649
+score FONT_INVIS_POSTEXTRAS 3.499
+score FORGED_SPF_HELO 2.799
+score FORM_FRAUD_5 2.541
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 3.000
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.522
+score FROM_IN_TO_AND_SUBJ 1.187
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 1.299
+score FROM_MISSP_FREEMAIL 1.953
+score FROM_MISSP_MSFT 1.649
+score FROM_MISSP_REPLYTO 1.883
+score FROM_MISSP_SPF_FAIL 0.448
+score FROM_MISSP_TO_UNDISC 3.192
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_PAYPAL_SPOOF 0.001
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 2.499
-score FSL_BULK_SIG 1.046
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.099
+score FROM_UNBAL1 2.199
+score FROM_WSP_TRAIL 2.399
+score FSL_BULK_SIG 2.058
+score FSL_CTYPE_WIN1251 0.441
+score FSL_HAS_TINYURL 2.300
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.199
-score FUZZY_BITCOIN 0.850
+score FUZZY_AMAZON 2.499
+score FUZZY_BITCOIN 1.691
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 0.334
+score GB_BITCOIN_CP 0.001
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 0.827
+score GB_FAKE_RF_SHORT 1.121
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 2.309
-score GOOG_REDIR_NORDNS 0.151
-score GOOG_STO_IMG_HTML 3.000
+score GB_HASHBL_BTC 2.043
+score GOOG_REDIR_NORDNS 0.001
+score GOOG_STO_IMG_HTML 2.999
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.794
-score HDRS_LCASE_IMGONLY 0.099
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
-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 0.250
score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 1.000
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 2.000
+score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.983
+score HOSTED_IMG_FREEM 3.008
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 1.000
+score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII_TINY 2.999
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.330
-score HTML_TEXT_INVISIBLE_STYLE 2.389
+score HTML_TEXT_INVISIBLE_FONT 1.863
+score HTML_TEXT_INVISIBLE_STYLE 2.429
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.260
-score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.939
-score LONG_INVISIBLE_TEXT 2.999
+score LONG_IMG_URI 2.941
+score LONG_INVISIBLE_TEXT 2.699
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 2.699
-score MALWARE_NORDNS 2.429
-score MALW_ATTACH 2.199
-score MANY_SPAN_IN_TEXT 2.199
-score MANY_SUBDOM 2.199
-score MILLION_HUNDRED 0.001
+score MALWARE_NORDNS 2.669
+score MILLION_HUNDRED 0.085
score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.999
-score MIXED_ES 2.299
-score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.423
+score MIME_NO_TEXT 0.001
+score MIXED_ES 2.099
+score MIXED_HREF_CASE 2.000
+score MONEY_ATM_CARD 0.257
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.393
+score MONEY_FORM_SHORT 1.891
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.598
-score MONEY_FREEMAIL_REPTO 1.445
+score MONEY_FRAUD_5 1.141
+score MONEY_FRAUD_8 0.905
+score MONEY_FREEMAIL_REPTO 1.313
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.044
+score MONEY_NOHTML 1.568
score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.720
-score NORDNS_LOW_CONTRAST 0.124
-score NO_FM_NAME_IP_HOSTN 0.331
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 0.383
-score OBFU_BITCOIN 0.360
+score NICE_REPLY_A -2.924
+score NORDNS_LOW_CONTRAST 0.001
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 0.001
+score OBFU_BITCOIN 0.658
score OBFU_TEXT_ATTACH 1.599
-score ODD_FREEM_REPTO 2.590
+score ODD_FREEM_REPTO 2.595
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
+score PDS_BTC_ID 0.250
+score PDS_BTC_MSGID 0.001 # force non-zero
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 2.308
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_OTHER_BAD_TLD 1.999
score PDS_TINYSUBJ_URISHRT 1.499
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
@@ -152,53 +157,51 @@ score RAND_MKTG_HEADER 1.9
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 2.799
+score SCC_CANSPAM_2 1.903
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.067
+score SENDGRID_REDIR 0.672
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 2.299
+score SHORTENED_URL_SRC 2.399
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 0.678
-score STATIC_XPRIO_OLE 1.266
-score STOX_BOUND_090909_B 1.036
-score SUBJ_ATTENTION 0.500
-score THIS_AD 0.899
+score SPOOFED_FREEM_REPTO 1.836
+score STATIC_XPRIO_OLE 0.770
+score STOX_BOUND_090909_B 0.001
+score SUBJ_ATTENTION 0.499
+score THIS_AD 0.699
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.256
-score TO_EQ_FM_DOM_HTML_ONLY 1.231
-score TO_EQ_FM_DOM_SPF_FAIL 0.117
-score TO_EQ_FM_HTML_ONLY 0.355
-score TO_EQ_FM_SPF_FAIL 1.460
-score TO_IN_SUBJ 0.100
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_SPF_FAIL 0.126
+score TO_EQ_FM_SPF_FAIL 1.252
+score TO_IN_SUBJ 0.099
+score TO_NO_BRKTS_FROM_MSSP 2.500
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_MSFT 2.477
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.256
+score TO_NO_BRKTS_PCNT 2.297
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 3.000
-score URI_DOTEDU 0.193
-score URI_GOOGLE_PROXY 1.799
-score URI_IN_URI_5 3.199
+score UNDISC_MONEY 2.900
+score UNICODE_OBFU_ZW_MANY 2.999
+score URI_DOTEDU 0.868
+score URI_GOOGLE_PROXY 1.699
+score URI_IN_URI_5 3.299
score URI_PHISH 3.999
-score URI_PHP_REDIR 2.495
+score URI_PHP_REDIR 2.489
score URI_TRY_3LD 1.999
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
score VISTA_COST 2.499
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 1.999
-score WORD_INVIS 1.902
+score WORD_INVIS 1.898
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_DIGITS_ONLY 1.764
+score XFER_LOTSA_MONEY 0.001
+score XM_DIGITS_ONLY 2.999
score XM_RANDOM 2.499
-score XM_UC_ONLY 2.500
+score XM_UC_ONLY 2.499
score XPRIO 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -220,6 +223,7 @@ score BEBEE_IMG_NOT_RCVD_BB 1.0
score BIGNUM_EMAILS_FREEM 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
+score BITCOIN_DEADLINE 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_MALWARE 1.000
@@ -234,7 +238,6 @@ score BITCOIN_SPAM_10 1.0
score BITCOIN_SPAM_11 1.000
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
@@ -251,7 +254,6 @@ score DKIMWL_BL 1.0
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
score DSN_NO_MIMEVERSION 1.000
-score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENCRYPTED_MESSAGE -1.000
score ENVFROM_GOOG_TRIX 1.000
@@ -260,7 +262,6 @@ score FBI_MONEY 1.0
score FBI_SPOOF 1.000
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
@@ -289,7 +290,6 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_LOTTO 1.000
@@ -329,8 +329,8 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score NUMBERONLY_BITCOIN_EXP 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
-score PDS_NAKED_TO_NUMERO 1.000
score PDS_PHP_EVAL 1.000
+score PDS_X_PHP_WELLKNOWN 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914499&r1=1914498&r2=1914499&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Dec 10 02:45:57 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 448174 62.616% (99.235% of non-spam corpus)
-# Correctly spam: 169964 23.746% (64.353% of spam corpus)
-# False positives: 3457 0.483% (0.765% of nonspam, 63056 weighted)
-# False negatives: 94150 13.154% (35.647% of spam, 187133 weighted)
-# Average score for spam: 6.8 nonspam: 0.7
+# Correctly non-spam: 448008 62.593% (99.198% of non-spam corpus)
+# Correctly spam: 170246 23.786% (64.460% of spam corpus)
+# False positives: 3623 0.506% (0.802% of nonspam, 65523 weighted)
+# False negatives: 93867 13.115% (35.540% of spam, 185700 weighted)
+# Average score for spam: 6.7 nonspam: 0.6
# Average for false-pos: 6.2 false-neg: 2.0
-# TOTAL: 715745 100.00%
+# TOTAL: 715744 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55908 99.28%
-# Correctly spam: 21260 64.36%
-# False positives: 408 0.72%
-# False negatives: 11771 35.64%
-# TCR(l=50): 1.026732 SpamRecall: 64.364% SpamPrec: 98.117%
+# Correctly non-spam: 55910 99.28%
+# Correctly spam: 21072 63.79%
+# False positives: 406 0.72%
+# False negatives: 11959 36.21%
+# TCR(l=50): 1.023931 SpamRecall: 63.795% SpamPrec: 98.110%
##### 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: 439813 97.38%
-# Correctly spam: 114197 43.24%
+# Correctly spam: 114266 43.26%
# False positives: 11818 2.62%
-# False negatives: 149917 56.76%
-# TCR(l=50): 0.356517 SpamRecall: 43.238% SpamPrec: 90.622%
+# False negatives: 149847 56.74%
+# TCR(l=50): 0.356550 SpamRecall: 43.264% SpamPrec: 90.627%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54778 97.27%
-# Correctly spam: 14480 43.84%
+# Correctly spam: 14302 43.30%
# False positives: 1538 2.73%
-# False negatives: 18551 56.16%
-# TCR(l=50): 0.346052 SpamRecall: 43.838% SpamPrec: 90.398%
+# False negatives: 18729 56.70%
+# TCR(l=50): 0.345408 SpamRecall: 43.299% SpamPrec: 90.290%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914499&r1=1914498&r2=1914499&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Dec 10 02:45:57 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 421761 85.426% (99.392% of non-spam corpus)
-# Correctly spam: 27293 5.528% (39.341% of spam corpus)
-# False positives: 2578 0.522% (0.608% of nonspam, 29556 weighted)
-# False negatives: 42082 8.524% (60.659% of spam, 60528 weighted)
-# Average score for spam: 6.0 nonspam: -1.0
-# Average for false-pos: 7.0 false-neg: 1.4
-# TOTAL: 493714 100.00%
+# Correctly non-spam: 430445 85.275% (99.321% of non-spam corpus)
+# Correctly spam: 26880 5.325% (37.654% of spam corpus)
+# False positives: 2942 0.583% (0.679% of nonspam, 33001 weighted)
+# False negatives: 44507 8.817% (62.346% of spam, 67663 weighted)
+# Average score for spam: 5.5 nonspam: -0.9
+# Average for false-pos: 6.8 false-neg: 1.5
+# TOTAL: 504774 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 52578 99.42%
-# Correctly spam: 3357 38.33%
-# False positives: 306 0.58%
-# False negatives: 5402 61.67%
-# TCR(l=50): 0.423099 SpamRecall: 38.326% SpamPrec: 91.646%
+# Correctly non-spam: 53675 99.38%
+# Correctly spam: 3387 37.64%
+# False positives: 334 0.62%
+# False negatives: 5611 62.36%
+# TCR(l=50): 0.403299 SpamRecall: 37.642% SpamPrec: 91.024%
##### 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: 422487 99.56%
-# Correctly spam: 14943 21.54%
-# False positives: 1852 0.44%
-# False negatives: 54432 78.46%
-# TCR(l=50): 0.471836 SpamRecall: 21.539% SpamPrec: 88.973%
+# Correctly non-spam: 431752 99.62%
+# Correctly spam: 13758 19.27%
+# False positives: 1635 0.38%
+# False negatives: 57629 80.73%
+# TCR(l=50): 0.512179 SpamRecall: 19.272% SpamPrec: 89.378%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 52673 99.60%
-# Correctly spam: 1883 21.50%
-# False positives: 211 0.40%
-# False negatives: 6876 78.50%
-# TCR(l=50): 0.502640 SpamRecall: 21.498% SpamPrec: 89.924%
+# Correctly non-spam: 53807 99.63%
+# Correctly spam: 1725 19.17%
+# False positives: 202 0.37%
+# False negatives: 7273 80.83%
+# TCR(l=50): 0.517930 SpamRecall: 19.171% SpamPrec: 89.517%