Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915011&r1=1915010&r2=1915011&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Dec 31 02:42:04 2023
@@ -1,199 +1,199 @@
-# Using score set 1 logs for revision 1914880 from:
-# ham-net-ena-week0.r1914880.log ham-net-ena-week1.r1914880.log ham-net-ena-week2.r1914880.log ham-net-ena-week3.r1914880.log ham-net-ena-week4.r1914880.log ham-net-giovanni-ham.r1914880.log ham-net-giovanni-spammy.r1914880.log ham-net-giovanni-spam.r1914880.log ham-net-grenier.r1914880.log ham-net-hege.r1914880.log ham-net-jhardin.r1914880.log ham-net-llanga.r1914880.log ham-net-mmiroslaw-mails-ham.r1914880.log ham-net-mmiroslaw-mails-spam.r1914880.log ham-net-spamsponge.r1914880.log ham-net-whyscream.r1914880.log spam-net-ena-week0.r1914880.log spam-net-ena-week1.r1914880.log spam-net-ena-week2.r1914880.log spam-net-ena-week3.r1914880.log spam-net-ena-week4.r1914880.log spam-net-giovanni-ham.r1914880.log spam-net-giovanni-spammy.r1914880.log spam-net-giovanni-spam.r1914880.log spam-net-grenier.r1914880.log spam-net-hege.r1914880.log spam-net-jhardin.r1914880.log spam-net-llanga.r1914880.log spam-net-mmiroslaw-mails-ham.r1914880.log spam-net-mmiroslaw-mails-spam.r1914880.log spam-n
et-spamsponge.r1914880.log spam-net-whyscream.r1914880.log
+# Using score set 1 logs for revision 1914985 from:
+# ham-net-ena-week0.r1914985.log ham-net-ena-week1.r1914985.log ham-net-ena-week2.r1914985.log ham-net-ena-week3.r1914985.log ham-net-ena-week4.r1914985.log ham-net-giovanni-ham.r1914985.log ham-net-giovanni-spammy.r1914985.log ham-net-giovanni-spam.r1914985.log ham-net-grenier.r1914985.log ham-net-hege.r1914985.log ham-net-jhardin.r1914985.log ham-net-llanga.r1914985.log ham-net-mmiroslaw-mails-ham.r1914985.log ham-net-mmiroslaw-mails-spam.r1914985.log ham-net-spamsponge.r1914985.log ham-net-whyscream.r1914985.log spam-net-ena-week0.r1914985.log spam-net-ena-week1.r1914985.log spam-net-ena-week2.r1914985.log spam-net-ena-week3.r1914985.log spam-net-ena-week4.r1914985.log spam-net-giovanni-ham.r1914985.log spam-net-giovanni-spammy.r1914985.log spam-net-giovanni-spam.r1914985.log spam-net-grenier.r1914985.log spam-net-hege.r1914985.log spam-net-jhardin.r1914985.log spam-net-llanga.r1914985.log spam-net-mmiroslaw-mails-ham.r1914985.log spam-net-mmiroslaw-mails-spam.r1914985.log spam-n
et-spamsponge.r1914985.log spam-net-whyscream.r1914985.log
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.998
-score AC_POST_EXTRAS 1.784
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 1.442
score ADMITS_SPAM 1.697
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.273
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.684
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_MONEY 0.971
+score ADVANCE_FEE_4_NEW_MONEY 2.397
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.109
-score AD_PREFS 0.011
+score ADVANCE_FEE_5_NEW_MONEY 1.254
+score AD_PREFS 0.221
+score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 2.013
-score BITCOIN_MALF_HTML 3.082
-score BITCOIN_ONAN 2.893
+score AXB_X_FF_SEZ_S 3.096
+score BITCOIN_EXTORT_01 1.996
+score BITCOIN_MALF_HTML 0.001
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 1.447
-score BITCOIN_SPAM_07 0.125
-score BITCOIN_TOEQFM 2.494
+score BITCOIN_SPAM_05 2.341
+score BITCOIN_SPAM_07 0.675
+score BITCOIN_SPAM_08 0.515
+score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.468
-score BITCOIN_YOUR_INFO 2.693
-score BODY_SINGLE_URI 0.001
+score BITCOIN_XPRIO 1.161
+score BITCOIN_YOUR_INFO 2.996
+score BODY_SINGLE_URI 0.053
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.181
+score BODY_URI_ONLY 0.001
score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.864
-score DKIMWL_WL_HIGH -2.667
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 2.896
+score DKIMWL_WL_HIGH -1.704
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 2.618
-score END_FUTURE_EMAILS 2.498
-score FILL_THIS_FORM 0.451
+score DYNAMIC_IMGUR 0.001
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 0.075
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 1.245
-score FONT_INVIS_NORDNS 1.451
-score FONT_INVIS_POSTEXTRAS 2.026
-score FORGED_SPF_HELO 3.014
+score FONT_INVIS_MSGID 1.034
+score FONT_INVIS_NORDNS 1.179
+score FONT_INVIS_POSTEXTRAS 2.366
+score FORGED_SPF_HELO 3.096
score FORM_FRAUD 0.998
-score FORM_FRAUD_5 1.362
+score FORM_FRAUD_5 1.197
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_ADDR_WS 2.996
-score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.930
-score FROM_IN_TO_AND_SUBJ 1.498
+score FROM_GOV_DKIM_AU -0.001
+score FROM_IN_TO_AND_SUBJ 0.001 # force non-zero
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_DYNIP 0.469
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 1.349
-score FROM_MISSP_REPLYTO 1.660
-score FROM_MISSP_SPF_FAIL 1.499
-score FROM_MISSP_TO_UNDISC 3.360
+score FROM_MISSP_FREEMAIL 1.497
+score FROM_MISSP_MSFT 1.650
+score FROM_MISSP_REPLYTO 1.301
+score FROM_MISSP_SPF_FAIL 1.997
+score FROM_MISSP_TO_UNDISC 2.189
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.942
-score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.416
+score FROM_MISSP_XPRIO 0.960
+score FROM_PAYPAL_SPOOF 1.202
+score FROM_SUSPICIOUS_NTLD 0.023
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
-score FUZZY_AMAZON 2.497
-score FUZZY_BITCOIN 0.997
-score FUZZY_IMPORTANT 1.027
-score FUZZY_WALLET 1.797
-score GB_BITCOIN_CP 2.802
-score GB_CUSTOM_HTM_URI 0.830
-score GB_FAKE_RF_SHORT 1.128
+score FUZZY_AMAZON 2.372
+score FUZZY_BITCOIN 1.445
+score FUZZY_IMPORTANT 2.136
+score FUZZY_WALLET 1.897
+score GB_BITCOIN_CP 2.339
+score GB_CUSTOM_HTM_URI 1.498
+score GB_FAKE_RF_SHORT 1.115
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 0.001
-score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.535
-score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.099
+score GB_HASHBL_BTC 1.355
+score GOOG_REDIR_NORDNS 0.179
+score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.745
+score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.249
+score HELO_MISC_IP 0.248
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_REPLYTO 0.943
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 3.201
+score HOSTED_IMG_FREEM 3.013
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_BADATTR 0.998
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 1.308
-score HTML_TEXT_INVISIBLE_STYLE 2.426
+score HTML_TEXT_INVISIBLE_FONT 1.546
+score HTML_TEXT_INVISIBLE_STYLE 1.786
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.258
+score KHOP_HELO_FCRDNS 0.001
score LONG_HEX_URI 2.996
score LONG_IMG_URI 2.996
score LONG_INVISIBLE_TEXT 2.693
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.997
-score MALFORMED_FREEMAIL 2.397
+score MALFORMED_FREEMAIL 2.298
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.997
+score MILLION_USD 0.730
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_CENTER_CASE 2.006
-score MIXED_ES 2.197
+score MIXED_AREA_CASE 0.001
+score MIXED_CENTER_CASE 0.945
+score MIXED_ES 2.097
score MIXED_HREF_CASE 1.997
-score MONEY_ATM_CARD 1.104
+score MIXED_IMG_CASE 0.001
+score MONEY_ATM_CARD 2.400
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.498
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.597
-score MONEY_FRAUD_8 1.235
-score MONEY_FREEMAIL_REPTO 1.386
+score MONEY_FORM_SHORT 2.497
+score MONEY_FRAUD_3 1.749
+score MONEY_FRAUD_5 2.596
+score MONEY_FRAUD_8 0.149
+score MONEY_FREEMAIL_REPTO 1.755
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -2.335
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NICE_REPLY_A -1.821
+score NO_FM_NAME_IP_HOSTN 0.310
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 1.262
+score NSL_RCVD_HELO_USER 0.164
+score OBFU_BITCOIN 0.997
score OBFU_TEXT_ATTACH 1.597
-score ODD_FREEM_REPTO 2.247
score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.386
+score PDS_BTC_ID 0.122
score PDS_BTC_MSGID 0.001
score PDS_EMPTYSUBJ_URISHRT 1.498
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.682
-score PDS_FROM_NAME_TO_DOMAIN 1.997
+score PDS_FRNOM_TODOM_NAKED_TO 0.739
+score PDS_FROM_NAME_TO_DOMAIN 1.501
score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
score PDS_TINYSUBJ_URISHRT 1.498
-score PHP_SCRIPT 2.298
+score PHP_SCRIPT 2.181
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.182
+score RATWARE_NO_RDNS 1.865
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.081
-score SCC_CANSPAM_2 2.996
-score SCC_ISEMM_LID_1B 1.498
-score SCC_NEWBIE_HASBEENS 2.198
-score SCC_SPAMMER_ADDR_2 0.974
-score SENDGRID_REDIR 1.067
+score SCC_BODY_URI_ONLY 2.321
+score SCC_CANSPAM_2 3.096
+score SCC_ISEMM_LID_1B 0.948
+score SCC_NEWBIE_HASBEENS 2.576
+score SCC_SPAMMER_ADDR_2 1.128
+score SENDGRID_REDIR 0.331
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.397
score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.539
-score STATIC_XPRIO_OLE 0.776
-score SUBJ_ATTENTION 0.498
-score THIS_AD 0.698
-score TO_EQ_FM_DIRECT_MX 2.497
-score TO_EQ_FM_DOM_SPF_FAIL 0.824
-score TO_EQ_FM_SPF_FAIL 0.918
+score SPOOFED_FREEM_REPTO 1.119
+score STATIC_XPRIO_OLE 1.269
+score SUBJ_ATTENTION 0.001
+score THIS_AD 0.598
+score TO_EQ_FM_DIRECT_MX 0.052
+score TO_EQ_FM_DOM_HTML_ONLY 1.697
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.470
+score TO_EQ_FM_SPF_FAIL 0.652
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.905
+score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_IMG 1.818
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.273
-score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.596
-score UNDISC_MONEY 2.896
-score UNICODE_OBFU_ZW_MANY 0.499
-score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 1.597
+score TO_NO_BRKTS_MSFT 2.170
+score TO_NO_BRKTS_NORDNS_HTML 1.379
+score TO_NO_BRKTS_PCNT 2.385
+score TVD_SPACE_RATIO_MINFP 0.160
+score UNDISC_FREEM 2.597
+score UNDISC_MONEY 2.796
+score UNICODE_OBFU_ZW_MANY 0.478
+score URI_DOTEDU 0.931
+score URI_GOOGLE_PROXY 1.697
score URI_PHISH 3.995
score URI_TRY_3LD 1.997
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.996
score VISTA_TONOM_EQ_TOLOC 2.497
-score WIKI_IMG 1.997
-score WORD_INVIS 1.892
+score WIKI_IMG 1.897
+score WORD_INVIS 2.053
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.446
score XM_RANDOM 2.497
-score XM_UC_ONLY 2.497
-score XPRIO 0.001 # force non-zero
+score XPRIO 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -208,7 +208,6 @@ score ADULT_DATING_COMPANY 10.
score ADVANCE_FEE_2_NEW_FORM 1.000
score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
-score AMAZON_IMG_NOT_RCVD_AMZN 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
@@ -220,12 +219,12 @@ score BITCOIN_EXTORT_02 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_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
score BITCOIN_SPAM_09 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
@@ -261,6 +260,7 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_FMBLA_NEWDOM 1.000
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_GOV_SPOOF 1.000
score FROM_NEWDOM_BTC 1.000
@@ -271,6 +271,7 @@ score GAPPY_SALES_LEADS_FREEM 1.0
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
+score GB_STORAGE_GOOGLE_EMAIL 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
@@ -282,8 +283,10 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
+score HK_LOTTO 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
@@ -307,9 +310,7 @@ score MALWARE_NORDNS 1.0
score MALWARE_PASSWORD 1.000
score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
-score MIXED_AREA_CASE 1.000
score MIXED_FONT_CASE 1.000
-score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
@@ -321,6 +322,7 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score NUMBERONLY_BITCOIN_EXP 1.000
+score ODD_FREEM_REPTO 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_PHP_EVAL 1.000
score PDS_X_PHP_WELLKNOWN 1.000
@@ -372,6 +374,7 @@ score SUSP_UTF8_WORD_FROM 1.0
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
+score TEQF_USR_POLITE 1.000
score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
score TVD_SPACE_ENCODED 1.000
@@ -396,9 +399,11 @@ score URI_PHP_REDIR 1.0
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
score USB_DRIVES 1.000
+score VFY_ACCT_NORDNS 1.000
score VISTA_COST 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
+score XM_DIGITS_ONLY 1.000
score XM_LIGHT_HEAVY 1.000
score XM_RECPTID 1.000
score XPRIO_SHORT_SUBJ 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915011&r1=1915010&r2=1915011&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Dec 31 02:42:04 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 457426 61.387% (99.207% of non-spam corpus)
-# Correctly spam: 194106 26.049% (68.332% of spam corpus)
-# False positives: 3656 0.491% (0.793% of nonspam, 72720 weighted)
-# False negatives: 89958 12.073% (31.668% of spam, 166805 weighted)
+# Correctly non-spam: 457424 61.387% (99.207% of non-spam corpus)
+# Correctly spam: 193049 25.908% (67.960% of spam corpus)
+# False positives: 3658 0.491% (0.793% of nonspam, 72272 weighted)
+# False negatives: 91013 12.214% (32.040% of spam, 170442 weighted)
# Average score for spam: 6.9 nonspam: 0.6
-# Average for false-pos: 6.5 false-neg: 1.9
-# TOTAL: 745146 100.00%
+# Average for false-pos: 6.4 false-neg: 1.9
+# TOTAL: 745144 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56976 99.10%
-# Correctly spam: 23055 64.89%
-# False positives: 515 0.90%
-# False negatives: 12473 35.11%
-# TCR(l=50): 0.929493 SpamRecall: 64.892% SpamPrec: 97.815%
+# Correctly non-spam: 56980 99.11%
+# Correctly spam: 23041 64.85%
+# False positives: 511 0.89%
+# False negatives: 12487 35.15%
+# TCR(l=50): 0.934038 SpamRecall: 64.853% SpamPrec: 97.830%
##### 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: 448855 97.35%
-# Correctly spam: 129485 45.58%
+# Correctly spam: 129509 45.59%
# False positives: 12227 2.65%
-# False negatives: 154579 54.42%
-# TCR(l=50): 0.370875 SpamRecall: 45.583% SpamPrec: 91.372%
+# False negatives: 154553 54.41%
+# TCR(l=50): 0.370885 SpamRecall: 45.592% SpamPrec: 91.373%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 55969 97.35%
-# Correctly spam: 16170 45.51%
+# Correctly spam: 16254 45.75%
# False positives: 1522 2.65%
-# False negatives: 19358 54.49%
-# TCR(l=50): 0.372185 SpamRecall: 45.513% SpamPrec: 91.397%
+# False negatives: 19274 54.25%
+# TCR(l=50): 0.372512 SpamRecall: 45.750% SpamPrec: 91.438%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915011&r1=1915010&r2=1915011&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Dec 31 02:42:04 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 443117 82.687% (99.363% of non-spam corpus)
-# Correctly spam: 47647 8.891% (52.976% of spam corpus)
-# False positives: 2840 0.530% (0.637% of nonspam, 36919 weighted)
-# False negatives: 42293 7.892% (47.024% of spam, 63805 weighted)
-# Average score for spam: 6.4 nonspam: -1.6
-# Average for false-pos: 6.4 false-neg: 1.5
-# TOTAL: 535897 100.00%
+# Correctly non-spam: 434940 80.808% (99.344% of non-spam corpus)
+# Correctly spam: 61628 11.450% (61.368% of spam corpus)
+# False positives: 2873 0.534% (0.656% of nonspam, 42443 weighted)
+# False negatives: 38796 7.208% (38.632% of spam, 64109 weighted)
+# Average score for spam: 6.9 nonspam: -1.3
+# Average for false-pos: 6.4 false-neg: 1.7
+# TOTAL: 538237 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55265 99.38%
-# Correctly spam: 5997 52.74%
-# False positives: 344 0.62%
-# False negatives: 5373 47.26%
-# TCR(l=50): 0.503699 SpamRecall: 52.744% SpamPrec: 94.575%
+# Correctly non-spam: 54262 99.39%
+# Correctly spam: 7720 60.84%
+# False positives: 331 0.61%
+# False negatives: 4968 39.16%
+# TCR(l=50): 0.589646 SpamRecall: 60.845% SpamPrec: 95.889%
##### 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: 444141 99.59%
-# Correctly spam: 19557 21.74%
-# False positives: 1816 0.41%
-# False negatives: 70383 78.26%
-# TCR(l=50): 0.557999 SpamRecall: 21.744% SpamPrec: 91.503%
+# Correctly non-spam: 436003 99.59%
+# Correctly spam: 20792 20.70%
+# False positives: 1810 0.41%
+# False negatives: 79632 79.30%
+# TCR(l=50): 0.590271 SpamRecall: 20.704% SpamPrec: 91.992%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55381 99.59%
-# Correctly spam: 2477 21.79%
-# False positives: 228 0.41%
-# False negatives: 8893 78.21%
-# TCR(l=50): 0.560292 SpamRecall: 21.785% SpamPrec: 91.571%
+# Correctly non-spam: 54399 99.64%
+# Correctly spam: 2561 20.18%
+# False positives: 194 0.36%
+# False negatives: 10127 79.82%
+# TCR(l=50): 0.639935 SpamRecall: 20.184% SpamPrec: 92.958%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915011&r1=1915010&r2=1915011&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Dec 31 02:42:04 2023
@@ -1,199 +1,199 @@
-# Using score set 1 logs for revision 1914880 from:
-# ham-net-ena-week0.r1914880.log ham-net-ena-week1.r1914880.log ham-net-ena-week2.r1914880.log ham-net-ena-week3.r1914880.log ham-net-ena-week4.r1914880.log ham-net-giovanni-ham.r1914880.log ham-net-giovanni-spammy.r1914880.log ham-net-giovanni-spam.r1914880.log ham-net-grenier.r1914880.log ham-net-hege.r1914880.log ham-net-jhardin.r1914880.log ham-net-llanga.r1914880.log ham-net-mmiroslaw-mails-ham.r1914880.log ham-net-mmiroslaw-mails-spam.r1914880.log ham-net-spamsponge.r1914880.log ham-net-whyscream.r1914880.log spam-net-ena-week0.r1914880.log spam-net-ena-week1.r1914880.log spam-net-ena-week2.r1914880.log spam-net-ena-week3.r1914880.log spam-net-ena-week4.r1914880.log spam-net-giovanni-ham.r1914880.log spam-net-giovanni-spammy.r1914880.log spam-net-giovanni-spam.r1914880.log spam-net-grenier.r1914880.log spam-net-hege.r1914880.log spam-net-jhardin.r1914880.log spam-net-llanga.r1914880.log spam-net-mmiroslaw-mails-ham.r1914880.log spam-net-mmiroslaw-mails-spam.r1914880.log spam-n
et-spamsponge.r1914880.log spam-net-whyscream.r1914880.log
+# Using score set 1 logs for revision 1914985 from:
+# ham-net-ena-week0.r1914985.log ham-net-ena-week1.r1914985.log ham-net-ena-week2.r1914985.log ham-net-ena-week3.r1914985.log ham-net-ena-week4.r1914985.log ham-net-giovanni-ham.r1914985.log ham-net-giovanni-spammy.r1914985.log ham-net-giovanni-spam.r1914985.log ham-net-grenier.r1914985.log ham-net-hege.r1914985.log ham-net-jhardin.r1914985.log ham-net-llanga.r1914985.log ham-net-mmiroslaw-mails-ham.r1914985.log ham-net-mmiroslaw-mails-spam.r1914985.log ham-net-spamsponge.r1914985.log ham-net-whyscream.r1914985.log spam-net-ena-week0.r1914985.log spam-net-ena-week1.r1914985.log spam-net-ena-week2.r1914985.log spam-net-ena-week3.r1914985.log spam-net-ena-week4.r1914985.log spam-net-giovanni-ham.r1914985.log spam-net-giovanni-spammy.r1914985.log spam-net-giovanni-spam.r1914985.log spam-net-grenier.r1914985.log spam-net-hege.r1914985.log spam-net-jhardin.r1914985.log spam-net-llanga.r1914985.log spam-net-mmiroslaw-mails-ham.r1914985.log spam-net-mmiroslaw-mails-spam.r1914985.log spam-n
et-spamsponge.r1914985.log spam-net-whyscream.r1914985.log
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.998
-score AC_POST_EXTRAS 1.784
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 1.442
score ADMITS_SPAM 1.697
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.273
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.684
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_MONEY 0.971
+score ADVANCE_FEE_4_NEW_MONEY 2.397
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.109
-score AD_PREFS 0.011
+score ADVANCE_FEE_5_NEW_MONEY 1.254
+score AD_PREFS 0.221
+score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 2.013
-score BITCOIN_MALF_HTML 3.082
-score BITCOIN_ONAN 2.893
+score AXB_X_FF_SEZ_S 3.096
+score BITCOIN_EXTORT_01 1.996
+score BITCOIN_MALF_HTML 0.001
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 1.447
-score BITCOIN_SPAM_07 0.125
-score BITCOIN_TOEQFM 2.494
+score BITCOIN_SPAM_05 2.341
+score BITCOIN_SPAM_07 0.675
+score BITCOIN_SPAM_08 0.515
+score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.468
-score BITCOIN_YOUR_INFO 2.693
-score BODY_SINGLE_URI 0.001
+score BITCOIN_XPRIO 1.161
+score BITCOIN_YOUR_INFO 2.996
+score BODY_SINGLE_URI 0.053
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.181
+score BODY_URI_ONLY 0.001
score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.864
-score DKIMWL_WL_HIGH -2.667
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 2.896
+score DKIMWL_WL_HIGH -1.704
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 2.618
-score END_FUTURE_EMAILS 2.498
-score FILL_THIS_FORM 0.451
+score DYNAMIC_IMGUR 0.001
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 0.075
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 1.245
-score FONT_INVIS_NORDNS 1.451
-score FONT_INVIS_POSTEXTRAS 2.026
-score FORGED_SPF_HELO 3.014
+score FONT_INVIS_MSGID 1.034
+score FONT_INVIS_NORDNS 1.179
+score FONT_INVIS_POSTEXTRAS 2.366
+score FORGED_SPF_HELO 3.096
score FORM_FRAUD 0.998
-score FORM_FRAUD_5 1.362
+score FORM_FRAUD_5 1.197
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_ADDR_WS 2.996
-score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.930
-score FROM_IN_TO_AND_SUBJ 1.498
+score FROM_GOV_DKIM_AU -0.001
+score FROM_IN_TO_AND_SUBJ 0.001 # force non-zero
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_DYNIP 0.469
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 1.349
-score FROM_MISSP_REPLYTO 1.660
-score FROM_MISSP_SPF_FAIL 1.499
-score FROM_MISSP_TO_UNDISC 3.360
+score FROM_MISSP_FREEMAIL 1.497
+score FROM_MISSP_MSFT 1.650
+score FROM_MISSP_REPLYTO 1.301
+score FROM_MISSP_SPF_FAIL 1.997
+score FROM_MISSP_TO_UNDISC 2.189
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.942
-score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.416
+score FROM_MISSP_XPRIO 0.960
+score FROM_PAYPAL_SPOOF 1.202
+score FROM_SUSPICIOUS_NTLD 0.023
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
-score FUZZY_AMAZON 2.497
-score FUZZY_BITCOIN 0.997
-score FUZZY_IMPORTANT 1.027
-score FUZZY_WALLET 1.797
-score GB_BITCOIN_CP 2.802
-score GB_CUSTOM_HTM_URI 0.830
-score GB_FAKE_RF_SHORT 1.128
+score FUZZY_AMAZON 2.372
+score FUZZY_BITCOIN 1.445
+score FUZZY_IMPORTANT 2.136
+score FUZZY_WALLET 1.897
+score GB_BITCOIN_CP 2.339
+score GB_CUSTOM_HTM_URI 1.498
+score GB_FAKE_RF_SHORT 1.115
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 0.001
-score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.535
-score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.099
+score GB_HASHBL_BTC 1.355
+score GOOG_REDIR_NORDNS 0.179
+score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_NOIMG_HTML 2.745
+score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.249
+score HELO_MISC_IP 0.248
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_REPLYTO 0.943
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 3.201
+score HOSTED_IMG_FREEM 3.013
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_BADATTR 0.998
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 1.308
-score HTML_TEXT_INVISIBLE_STYLE 2.426
+score HTML_TEXT_INVISIBLE_FONT 1.546
+score HTML_TEXT_INVISIBLE_STYLE 1.786
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.258
+score KHOP_HELO_FCRDNS 0.001
score LONG_HEX_URI 2.996
score LONG_IMG_URI 2.996
score LONG_INVISIBLE_TEXT 2.693
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.997
-score MALFORMED_FREEMAIL 2.397
+score MALFORMED_FREEMAIL 2.298
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.997
+score MILLION_USD 0.730
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_CENTER_CASE 2.006
-score MIXED_ES 2.197
+score MIXED_AREA_CASE 0.001
+score MIXED_CENTER_CASE 0.945
+score MIXED_ES 2.097
score MIXED_HREF_CASE 1.997
-score MONEY_ATM_CARD 1.104
+score MIXED_IMG_CASE 0.001
+score MONEY_ATM_CARD 2.400
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.498
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.597
-score MONEY_FRAUD_8 1.235
-score MONEY_FREEMAIL_REPTO 1.386
+score MONEY_FORM_SHORT 2.497
+score MONEY_FRAUD_3 1.749
+score MONEY_FRAUD_5 2.596
+score MONEY_FRAUD_8 0.149
+score MONEY_FREEMAIL_REPTO 1.755
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -2.335
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NICE_REPLY_A -1.821
+score NO_FM_NAME_IP_HOSTN 0.310
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 1.262
+score NSL_RCVD_HELO_USER 0.164
+score OBFU_BITCOIN 0.997
score OBFU_TEXT_ATTACH 1.597
-score ODD_FREEM_REPTO 2.247
score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.386
+score PDS_BTC_ID 0.122
score PDS_BTC_MSGID 0.001
score PDS_EMPTYSUBJ_URISHRT 1.498
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.682
-score PDS_FROM_NAME_TO_DOMAIN 1.997
+score PDS_FRNOM_TODOM_NAKED_TO 0.739
+score PDS_FROM_NAME_TO_DOMAIN 1.501
score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
score PDS_TINYSUBJ_URISHRT 1.498
-score PHP_SCRIPT 2.298
+score PHP_SCRIPT 2.181
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.182
+score RATWARE_NO_RDNS 1.865
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.081
-score SCC_CANSPAM_2 2.996
-score SCC_ISEMM_LID_1B 1.498
-score SCC_NEWBIE_HASBEENS 2.198
-score SCC_SPAMMER_ADDR_2 0.974
-score SENDGRID_REDIR 1.067
+score SCC_BODY_URI_ONLY 2.321
+score SCC_CANSPAM_2 3.096
+score SCC_ISEMM_LID_1B 0.948
+score SCC_NEWBIE_HASBEENS 2.576
+score SCC_SPAMMER_ADDR_2 1.128
+score SENDGRID_REDIR 0.331
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.397
score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.539
-score STATIC_XPRIO_OLE 0.776
-score SUBJ_ATTENTION 0.498
-score THIS_AD 0.698
-score TO_EQ_FM_DIRECT_MX 2.497
-score TO_EQ_FM_DOM_SPF_FAIL 0.824
-score TO_EQ_FM_SPF_FAIL 0.918
+score SPOOFED_FREEM_REPTO 1.119
+score STATIC_XPRIO_OLE 1.269
+score SUBJ_ATTENTION 0.001
+score THIS_AD 0.598
+score TO_EQ_FM_DIRECT_MX 0.052
+score TO_EQ_FM_DOM_HTML_ONLY 1.697
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.470
+score TO_EQ_FM_SPF_FAIL 0.652
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.905
+score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_IMG 1.818
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.273
-score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.596
-score UNDISC_MONEY 2.896
-score UNICODE_OBFU_ZW_MANY 0.499
-score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 1.597
+score TO_NO_BRKTS_MSFT 2.170
+score TO_NO_BRKTS_NORDNS_HTML 1.379
+score TO_NO_BRKTS_PCNT 2.385
+score TVD_SPACE_RATIO_MINFP 0.160
+score UNDISC_FREEM 2.597
+score UNDISC_MONEY 2.796
+score UNICODE_OBFU_ZW_MANY 0.478
+score URI_DOTEDU 0.931
+score URI_GOOGLE_PROXY 1.697
score URI_PHISH 3.995
score URI_TRY_3LD 1.997
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.996
score VISTA_TONOM_EQ_TOLOC 2.497
-score WIKI_IMG 1.997
-score WORD_INVIS 1.892
+score WIKI_IMG 1.897
+score WORD_INVIS 2.053
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.446
score XM_RANDOM 2.497
-score XM_UC_ONLY 2.497
-score XPRIO 0.001 # force non-zero
+score XPRIO 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -208,7 +208,6 @@ score ADULT_DATING_COMPANY 10.
score ADVANCE_FEE_2_NEW_FORM 1.000
score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
-score AMAZON_IMG_NOT_RCVD_AMZN 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
@@ -220,12 +219,12 @@ score BITCOIN_EXTORT_02 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_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
score BITCOIN_SPAM_09 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
@@ -261,6 +260,7 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_FMBLA_NEWDOM 1.000
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_GOV_SPOOF 1.000
score FROM_NEWDOM_BTC 1.000
@@ -271,6 +271,7 @@ score GAPPY_SALES_LEADS_FREEM 1.0
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
+score GB_STORAGE_GOOGLE_EMAIL 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
@@ -282,8 +283,10 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
+score HK_LOTTO 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
@@ -307,9 +310,7 @@ score MALWARE_NORDNS 1.0
score MALWARE_PASSWORD 1.000
score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
-score MIXED_AREA_CASE 1.000
score MIXED_FONT_CASE 1.000
-score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
@@ -321,6 +322,7 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score NUMBERONLY_BITCOIN_EXP 1.000
+score ODD_FREEM_REPTO 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_PHP_EVAL 1.000
score PDS_X_PHP_WELLKNOWN 1.000
@@ -372,6 +374,7 @@ score SUSP_UTF8_WORD_FROM 1.0
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
+score TEQF_USR_POLITE 1.000
score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
score TVD_SPACE_ENCODED 1.000
@@ -396,9 +399,11 @@ score URI_PHP_REDIR 1.0
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
score USB_DRIVES 1.000
+score VFY_ACCT_NORDNS 1.000
score VISTA_COST 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
+score XM_DIGITS_ONLY 1.000
score XM_LIGHT_HEAVY 1.000
score XM_RECPTID 1.000
score XPRIO_SHORT_SUBJ 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915011&r1=1915010&r2=1915011&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Dec 31 02:42:04 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 457426 61.387% (99.207% of non-spam corpus)
-# Correctly spam: 194106 26.049% (68.332% of spam corpus)
-# False positives: 3656 0.491% (0.793% of nonspam, 72720 weighted)
-# False negatives: 89958 12.073% (31.668% of spam, 166805 weighted)
+# Correctly non-spam: 457424 61.387% (99.207% of non-spam corpus)
+# Correctly spam: 193049 25.908% (67.960% of spam corpus)
+# False positives: 3658 0.491% (0.793% of nonspam, 72272 weighted)
+# False negatives: 91013 12.214% (32.040% of spam, 170442 weighted)
# Average score for spam: 6.9 nonspam: 0.6
-# Average for false-pos: 6.5 false-neg: 1.9
-# TOTAL: 745146 100.00%
+# Average for false-pos: 6.4 false-neg: 1.9
+# TOTAL: 745144 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56976 99.10%
-# Correctly spam: 23055 64.89%
-# False positives: 515 0.90%
-# False negatives: 12473 35.11%
-# TCR(l=50): 0.929493 SpamRecall: 64.892% SpamPrec: 97.815%
+# Correctly non-spam: 56980 99.11%
+# Correctly spam: 23041 64.85%
+# False positives: 511 0.89%
+# False negatives: 12487 35.15%
+# TCR(l=50): 0.934038 SpamRecall: 64.853% SpamPrec: 97.830%
##### 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: 448855 97.35%
-# Correctly spam: 129485 45.58%
+# Correctly spam: 129509 45.59%
# False positives: 12227 2.65%
-# False negatives: 154579 54.42%
-# TCR(l=50): 0.370875 SpamRecall: 45.583% SpamPrec: 91.372%
+# False negatives: 154553 54.41%
+# TCR(l=50): 0.370885 SpamRecall: 45.592% SpamPrec: 91.373%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 55969 97.35%
-# Correctly spam: 16170 45.51%
+# Correctly spam: 16254 45.75%
# False positives: 1522 2.65%
-# False negatives: 19358 54.49%
-# TCR(l=50): 0.372185 SpamRecall: 45.513% SpamPrec: 91.397%
+# False negatives: 19274 54.25%
+# TCR(l=50): 0.372512 SpamRecall: 45.750% SpamPrec: 91.438%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915011&r1=1915010&r2=1915011&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Dec 31 02:42:04 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 443117 82.687% (99.363% of non-spam corpus)
-# Correctly spam: 47647 8.891% (52.976% of spam corpus)
-# False positives: 2840 0.530% (0.637% of nonspam, 36919 weighted)
-# False negatives: 42293 7.892% (47.024% of spam, 63805 weighted)
-# Average score for spam: 6.4 nonspam: -1.6
-# Average for false-pos: 6.4 false-neg: 1.5
-# TOTAL: 535897 100.00%
+# Correctly non-spam: 434940 80.808% (99.344% of non-spam corpus)
+# Correctly spam: 61628 11.450% (61.368% of spam corpus)
+# False positives: 2873 0.534% (0.656% of nonspam, 42443 weighted)
+# False negatives: 38796 7.208% (38.632% of spam, 64109 weighted)
+# Average score for spam: 6.9 nonspam: -1.3
+# Average for false-pos: 6.4 false-neg: 1.7
+# TOTAL: 538237 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55265 99.38%
-# Correctly spam: 5997 52.74%
-# False positives: 344 0.62%
-# False negatives: 5373 47.26%
-# TCR(l=50): 0.503699 SpamRecall: 52.744% SpamPrec: 94.575%
+# Correctly non-spam: 54262 99.39%
+# Correctly spam: 7720 60.84%
+# False positives: 331 0.61%
+# False negatives: 4968 39.16%
+# TCR(l=50): 0.589646 SpamRecall: 60.845% SpamPrec: 95.889%
##### 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: 444141 99.59%
-# Correctly spam: 19557 21.74%
-# False positives: 1816 0.41%
-# False negatives: 70383 78.26%
-# TCR(l=50): 0.557999 SpamRecall: 21.744% SpamPrec: 91.503%
+# Correctly non-spam: 436003 99.59%
+# Correctly spam: 20792 20.70%
+# False positives: 1810 0.41%
+# False negatives: 79632 79.30%
+# TCR(l=50): 0.590271 SpamRecall: 20.704% SpamPrec: 91.992%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55381 99.59%
-# Correctly spam: 2477 21.79%
-# False positives: 228 0.41%
-# False negatives: 8893 78.21%
-# TCR(l=50): 0.560292 SpamRecall: 21.785% SpamPrec: 91.571%
+# Correctly non-spam: 54399 99.64%
+# Correctly spam: 2561 20.18%
+# False positives: 194 0.36%
+# False negatives: 10127 79.82%
+# TCR(l=50): 0.639935 SpamRecall: 20.184% SpamPrec: 92.958%