Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1878761&r1=1878760&r2=1878761&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jun 12 05:18:41 2020
@@ -5,192 +5,190 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score ADMITS_SPAM 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_2_NEW_MONEY 1.766
score ADVANCE_FEE_3_NEW 2.547
-score ADVANCE_FEE_3_NEW_MONEY 2.377
-score ADVANCE_FEE_5_NEW 2.899
+score ADVANCE_FEE_3_NEW_MONEY 2.414
+score ADVANCE_FEE_5_NEW 2.444
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score AD_PREFS 0.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.001
-score BITCOIN_EXTORT_01 0.084
-score BITCOIN_EXTORT_02 3.814
-score BITCOIN_SPAM_01 0.262
-score BITCOIN_SPAM_02 2.342
-score BITCOIN_SPAM_03 2.377
-score BITCOIN_SPAM_04 1.499
-score BITCOIN_SPAM_05 1.644
-score BITCOIN_SPAM_08 1.821
-score BODY_SINGLE_URI 1.101
-score BODY_SINGLE_WORD 0.001 # force non-zero
-score BODY_URI_ONLY 0.999
-score CK_HELO_DYNAMIC_SPLIT_IP 1.499
-score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.999
+score AD_PREFS 0.054
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.996
+score BITCOIN_EXTORT_01 1.052
+score BITCOIN_EXTORT_02 2.888
+score BITCOIN_SPAM_01 1.593
+score BITCOIN_SPAM_02 2.444
+score BITCOIN_SPAM_03 2.234
+score BITCOIN_SPAM_04 0.599
+score BITCOIN_SPAM_05 0.502
+score BITCOIN_SPAM_08 0.474
+score BODY_SINGLE_URI 0.782
+score BODY_SINGLE_WORD 0.264
+score BODY_URI_ONLY 1.000
+score CK_HELO_DYNAMIC_SPLIT_IP 1.500
+score CK_HELO_GENERIC 0.250
+score CTE_8BIT_MISMATCH 1.000
score CTYPE_NULL 2.899
-score DEAR_BENEFICIARY 1.909
-score DKIMWL_BL 2.304
-score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001
+score DEAR_BENEFICIARY 2.023
+score DKIMWL_BL 2.303
+score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 1.099
-score END_FUTURE_EMAILS 2.269
-score FILL_THIS_FORM 0.314
+score END_FUTURE_EMAILS 2.188
+score FILL_THIS_FORM 0.315
score FORGED_RELAY_MUA_TO_MX 3.699
-score FORGED_SPF_HELO 1.753
+score FORGED_SPF_HELO 1.752
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 0.001
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 2.008
+score FROM_ADDR_WS 0.821
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.001
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.177
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
-score FROM_MISSP_FREEMAIL 1.409
+score FROM_MISSP_DYNIP 3.684
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 1.653
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_REPLYTO 2.253
score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.029
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.222
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 0.810
-score FUZZY_BITCOIN 2.200
-score FUZZY_SECURITY 2.492
-score FUZZY_WALLET 2.062
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_THIS_IS_ADV 0.817
+score FUZZY_BITCOIN 1.924
+score FUZZY_SECURITY 2.211
+score FUZZY_WALLET 2.221
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.545
score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOGLE_OBFUS 0.749
+score GB_GOOGLE_OBFUS 0.001
score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.000
+score HDR_ORDER_FTSDMCXX_DIRECT 0.999
score HDR_ORDER_FTSDMCXX_NORDNS 0.399
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.725
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.999
+score HK_LOTTO 0.783
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.280
-score HK_SCAM 1.546
+score HK_RCVD_IP_MULTICAST 0.001
+score HK_SCAM 1.540
score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI 2.176
+score HOSTED_IMG_MULTI 1.640
score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 1.128
-score HTML_TAG_BALANCE_CENTER 2.900
+score HTML_SINGLET_MANY 2.279
+score HTML_TAG_BALANCE_CENTER 2.636
score HTML_TEXT_INVISIBLE_STYLE 2.677
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.153
+score KHOP_FAKE_EBAY 1.106
score KHOP_HELO_FCRDNS 0.276
-score LIST_PRTL_SAME_USER 1.547
-score LONG_HEX_URI 1.916
-score LONG_IMG_URI 0.456
+score LIST_PRTL_SAME_USER 1.646
+score LONG_HEX_URI 1.621
+score LONG_IMG_URI 0.459
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 2.138
-score MANY_SPAN_IN_TEXT 2.600
-score MAY_BE_FORGED 0.001 # force non-zero
-score MILLION_HUNDRED 0.607
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
-score MIME_NO_TEXT 2.000
-score MONEY_FORM_SHORT 1.214
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.811
-score MONEY_FRAUD_8 0.893
+score MALF_HTML_B64 1.265
+score MANY_SPAN_IN_TEXT 2.753
+score MAY_BE_FORGED 0.001
+score MILLION_HUNDRED 0.488
+score MIMEOLE_DIRECT_TO_MX 0.001
+score MIME_NO_TEXT 1.999
+score MONEY_FORM_SHORT 0.478
+score MONEY_FRAUD_5 0.775
+score MONEY_FRAUD_8 0.825
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.999
+score MONEY_FROM_MISSP 1.230
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 2.254
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NO_FM_NAME_IP_HOSTN 2.253
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.763
+score NUMBERONLY_BITCOIN_EXP 0.509
score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.080
-score PDS_BTC_NTLD 0.469
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_NTLD 1.614
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 0.192
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.016
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 2.199
-score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_FROM_NAME_TO_DOMAIN 1.000
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.180
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.430
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_SPOOFED_URL 1.976
-score PDS_TINYSUBJ_URISHRT 0.798
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.506
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_SHORTFWD_URISHRT 1.500
+score PDS_SHORT_SPOOFED_URL 1.555
+score PDS_TINYSUBJ_URISHRT 0.791
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.508
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.986
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 1.519
+score PDS_TO_EQ_FROM_NAME 0.657
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 0.335
-score RDNS_NUM_TLD_XM 2.464
-score RISK_FREE 1.601
-score SCRIPT_GIBBERISH 1.984
-score SERGIO_SUBJECT_VIAGRA01 0.279
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_IMG_SUSP_NTLD 0.226
+score RDNS_NUM_TLD_ATCHNX 1.808
+score RDNS_NUM_TLD_XM 2.999
+score RISK_FREE 1.605
+score SCRIPT_GIBBERISH 2.820
+score SERGIO_SUBJECT_VIAGRA01 1.567
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score SHORT_IMG_SUSP_NTLD 0.001
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.503
-score SPOOFED_FREEM_REPTO 1.998
-score STATIC_XPRIO_OLE 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 2.160
+score STATIC_XPRIO_OLE 2.000
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_FEW 0.750
score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUSP_UTF8_WORD_MANY 2.999
-score THIS_AD 2.200
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.028
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.437
-score TO_EQ_FM_DOM_HTML_IMG 0.001 # force non-zero
+score SUSP_UTF8_WORD_MANY 3.000
+score THIS_AD 2.199
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.001
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
+score TO_EQ_FM_DIRECT_MX 2.407
+score TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 1.599
-score TO_EQ_FM_DOM_SPF_FAIL 0.667
-score TO_EQ_FM_HTML_ONLY 0.564
-score TO_EQ_FM_SPF_FAIL 1.258
+score TO_EQ_FM_DOM_SPF_FAIL 0.968
+score TO_EQ_FM_HTML_ONLY 0.474
+score TO_EQ_FM_SPF_FAIL 0.251
score TO_IN_SUBJ 0.099
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.992
+score TO_NO_BRKTS_FROM_MSSP 2.366
+score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.500
-score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.500
-score TVD_APPROVED 0.860
+score TO_NO_BRKTS_MSFT 1.340
+score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_APPROVED 1.501
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
-score UNICODE_OBFU_ASC 1.040
-score UPGRADE_MAILBOX 0.921
-score URI_GOOGLE_PROXY 2.800
+score UNICODE_OBFU_ASC 1.038
+score UPGRADE_MAILBOX 0.922
+score URI_GOOGLE_PROXY 2.699
score URI_IMG_WP_REDIR 2.999
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.100
-score URI_PHP_REDIR 3.500
+score URI_PHISH 3.101
+score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.799
-score URI_WP_DIRINDEX 3.500
+score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 1.779
-score XPRIO_URL_SHORTNER 0.001
+score XPRIO_SHORT_SUBJ 0.965
+score XPRIO_URL_SHORTNER 0.612
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878761&r1=1878760&r2=1878761&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jun 12 05:18:41 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 905140 69.012% (99.628% of non-spam corpus)
-# Correctly spam: 267819 20.420% (66.449% of spam corpus)
-# False positives: 3384 0.258% (0.372% of nonspam, 47432 weighted)
-# False negatives: 135226 10.310% (33.551% of spam, 291805 weighted)
+# Correctly non-spam: 889861 75.251% (99.639% of non-spam corpus)
+# Correctly spam: 171436 14.498% (59.231% of spam corpus)
+# False positives: 3223 0.273% (0.361% of nonspam, 33284 weighted)
+# False negatives: 117998 9.979% (40.769% of spam, 237250 weighted)
# Average score for spam: 6.5 nonspam: 0.5
-# Average for false-pos: 6.3 false-neg: 2.2
-# TOTAL: 1311569 100.00%
+# Average for false-pos: 6.4 false-neg: 2.0
+# TOTAL: 1182518 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112992 99.65%
-# Correctly spam: 33640 66.89%
-# False positives: 392 0.35%
-# False negatives: 16652 33.11%
-# TCR(l=50): 1.387289 SpamRecall: 66.889% SpamPrec: 98.848%
+# Correctly non-spam: 111121 99.65%
+# Correctly spam: 21493 59.41%
+# False positives: 393 0.35%
+# False negatives: 14683 40.59%
+# TCR(l=50): 1.053680 SpamRecall: 59.412% SpamPrec: 98.204%
##### 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: 897598 98.80%
-# Correctly spam: 214542 53.23%
-# False positives: 10926 1.20%
-# False negatives: 188503 46.77%
-# TCR(l=50): 0.548508 SpamRecall: 53.230% SpamPrec: 95.154%
+# Correctly non-spam: 882975 98.87%
+# Correctly spam: 141658 48.94%
+# False positives: 10109 1.13%
+# False negatives: 147776 51.06%
+# TCR(l=50): 0.443084 SpamRecall: 48.943% SpamPrec: 93.339%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112037 98.81%
-# Correctly spam: 26992 53.67%
-# False positives: 1347 1.19%
-# False negatives: 23300 46.33%
-# TCR(l=50): 0.554793 SpamRecall: 53.671% SpamPrec: 95.247%
+# Correctly non-spam: 110286 98.90%
+# Correctly spam: 17792 49.18%
+# False positives: 1228 1.10%
+# False negatives: 18384 50.82%
+# TCR(l=50): 0.453424 SpamRecall: 49.182% SpamPrec: 93.544%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878761&r1=1878760&r2=1878761&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jun 12 05:18:41 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 907531 66.285% (99.420% of non-spam corpus)
-# Correctly spam: 389245 28.430% (85.304% of spam corpus)
-# False positives: 5294 0.387% (0.580% of nonspam, 268215 weighted)
-# False negatives: 67060 4.898% (14.696% of spam, 146386 weighted)
-# Average score for spam: 12.7 nonspam: -1.8
+# Correctly non-spam: 907515 66.286% (99.419% of non-spam corpus)
+# Correctly spam: 389448 28.446% (85.356% of spam corpus)
+# False positives: 5301 0.387% (0.581% of nonspam, 268676 weighted)
+# False negatives: 66817 4.880% (14.644% of spam, 145281 weighted)
+# Average score for spam: 12.6 nonspam: -1.8
# Average for false-pos: 10.1 false-neg: 2.2
-# TOTAL: 1369130 100.00%
+# TOTAL: 1369081 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112335 98.63%
-# Correctly spam: 48590 85.41%
-# False positives: 1555 1.37%
-# False negatives: 8298 14.59%
-# TCR(l=50): 0.661119 SpamRecall: 85.413% SpamPrec: 96.899%
+# Correctly non-spam: 112322 98.62%
+# Correctly spam: 48548 85.36%
+# False positives: 1566 1.38%
+# False negatives: 8329 14.64%
+# TCR(l=50): 0.656558 SpamRecall: 85.356% SpamPrec: 96.875%
##### 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: 908201 99.49%
-# Correctly spam: 252654 55.37%
-# False positives: 4624 0.51%
-# False negatives: 203651 44.63%
-# TCR(l=50): 1.049336 SpamRecall: 55.370% SpamPrec: 98.203%
+# Correctly non-spam: 908187 99.49%
+# Correctly spam: 252616 55.37%
+# False positives: 4629 0.51%
+# False negatives: 203649 44.63%
+# TCR(l=50): 1.048646 SpamRecall: 55.366% SpamPrec: 98.201%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113286 99.47%
-# Correctly spam: 31585 55.52%
-# False positives: 604 0.53%
-# False negatives: 25303 44.48%
-# TCR(l=50): 1.024954 SpamRecall: 55.521% SpamPrec: 98.124%
+# Correctly non-spam: 113310 99.49%
+# Correctly spam: 31532 55.44%
+# False positives: 578 0.51%
+# False negatives: 25345 44.56%
+# TCR(l=50): 1.048521 SpamRecall: 55.439% SpamPrec: 98.200%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1878761&r1=1878760&r2=1878761&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jun 12 05:18:41 2020
@@ -5,192 +5,190 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score ADMITS_SPAM 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_2_NEW_MONEY 1.766
score ADVANCE_FEE_3_NEW 2.547
-score ADVANCE_FEE_3_NEW_MONEY 2.377
-score ADVANCE_FEE_5_NEW 2.899
+score ADVANCE_FEE_3_NEW_MONEY 2.414
+score ADVANCE_FEE_5_NEW 2.444
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score AD_PREFS 0.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.001
-score BITCOIN_EXTORT_01 0.084
-score BITCOIN_EXTORT_02 3.814
-score BITCOIN_SPAM_01 0.262
-score BITCOIN_SPAM_02 2.342
-score BITCOIN_SPAM_03 2.377
-score BITCOIN_SPAM_04 1.499
-score BITCOIN_SPAM_05 1.644
-score BITCOIN_SPAM_08 1.821
-score BODY_SINGLE_URI 1.101
-score BODY_SINGLE_WORD 0.001 # force non-zero
-score BODY_URI_ONLY 0.999
-score CK_HELO_DYNAMIC_SPLIT_IP 1.499
-score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.999
+score AD_PREFS 0.054
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.996
+score BITCOIN_EXTORT_01 1.052
+score BITCOIN_EXTORT_02 2.888
+score BITCOIN_SPAM_01 1.593
+score BITCOIN_SPAM_02 2.444
+score BITCOIN_SPAM_03 2.234
+score BITCOIN_SPAM_04 0.599
+score BITCOIN_SPAM_05 0.502
+score BITCOIN_SPAM_08 0.474
+score BODY_SINGLE_URI 0.782
+score BODY_SINGLE_WORD 0.264
+score BODY_URI_ONLY 1.000
+score CK_HELO_DYNAMIC_SPLIT_IP 1.500
+score CK_HELO_GENERIC 0.250
+score CTE_8BIT_MISMATCH 1.000
score CTYPE_NULL 2.899
-score DEAR_BENEFICIARY 1.909
-score DKIMWL_BL 2.304
-score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001
+score DEAR_BENEFICIARY 2.023
+score DKIMWL_BL 2.303
+score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 1.099
-score END_FUTURE_EMAILS 2.269
-score FILL_THIS_FORM 0.314
+score END_FUTURE_EMAILS 2.188
+score FILL_THIS_FORM 0.315
score FORGED_RELAY_MUA_TO_MX 3.699
-score FORGED_SPF_HELO 1.753
+score FORGED_SPF_HELO 1.752
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 0.001
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 2.008
+score FROM_ADDR_WS 0.821
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.001
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.177
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
-score FROM_MISSP_FREEMAIL 1.409
+score FROM_MISSP_DYNIP 3.684
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 1.653
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_REPLYTO 2.253
score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.029
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.222
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 0.810
-score FUZZY_BITCOIN 2.200
-score FUZZY_SECURITY 2.492
-score FUZZY_WALLET 2.062
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_THIS_IS_ADV 0.817
+score FUZZY_BITCOIN 1.924
+score FUZZY_SECURITY 2.211
+score FUZZY_WALLET 2.221
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.545
score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOGLE_OBFUS 0.749
+score GB_GOOGLE_OBFUS 0.001
score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.000
+score HDR_ORDER_FTSDMCXX_DIRECT 0.999
score HDR_ORDER_FTSDMCXX_NORDNS 0.399
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.725
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.999
+score HK_LOTTO 0.783
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.280
-score HK_SCAM 1.546
+score HK_RCVD_IP_MULTICAST 0.001
+score HK_SCAM 1.540
score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI 2.176
+score HOSTED_IMG_MULTI 1.640
score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 1.128
-score HTML_TAG_BALANCE_CENTER 2.900
+score HTML_SINGLET_MANY 2.279
+score HTML_TAG_BALANCE_CENTER 2.636
score HTML_TEXT_INVISIBLE_STYLE 2.677
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.153
+score KHOP_FAKE_EBAY 1.106
score KHOP_HELO_FCRDNS 0.276
-score LIST_PRTL_SAME_USER 1.547
-score LONG_HEX_URI 1.916
-score LONG_IMG_URI 0.456
+score LIST_PRTL_SAME_USER 1.646
+score LONG_HEX_URI 1.621
+score LONG_IMG_URI 0.459
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 2.138
-score MANY_SPAN_IN_TEXT 2.600
-score MAY_BE_FORGED 0.001 # force non-zero
-score MILLION_HUNDRED 0.607
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
-score MIME_NO_TEXT 2.000
-score MONEY_FORM_SHORT 1.214
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.811
-score MONEY_FRAUD_8 0.893
+score MALF_HTML_B64 1.265
+score MANY_SPAN_IN_TEXT 2.753
+score MAY_BE_FORGED 0.001
+score MILLION_HUNDRED 0.488
+score MIMEOLE_DIRECT_TO_MX 0.001
+score MIME_NO_TEXT 1.999
+score MONEY_FORM_SHORT 0.478
+score MONEY_FRAUD_5 0.775
+score MONEY_FRAUD_8 0.825
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.999
+score MONEY_FROM_MISSP 1.230
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 2.254
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NO_FM_NAME_IP_HOSTN 2.253
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.763
+score NUMBERONLY_BITCOIN_EXP 0.509
score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.080
-score PDS_BTC_NTLD 0.469
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_NTLD 1.614
score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT 0.192
+score PDS_FREEMAIL_REPLYTO_URISHRT 0.016
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 2.199
-score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_FROM_NAME_TO_DOMAIN 1.000
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.180
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.430
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_SPOOFED_URL 1.976
-score PDS_TINYSUBJ_URISHRT 0.798
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.506
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_SHORTFWD_URISHRT 1.500
+score PDS_SHORT_SPOOFED_URL 1.555
+score PDS_TINYSUBJ_URISHRT 0.791
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.508
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.986
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 1.519
+score PDS_TO_EQ_FROM_NAME 0.657
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 0.335
-score RDNS_NUM_TLD_XM 2.464
-score RISK_FREE 1.601
-score SCRIPT_GIBBERISH 1.984
-score SERGIO_SUBJECT_VIAGRA01 0.279
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_IMG_SUSP_NTLD 0.226
+score RDNS_NUM_TLD_ATCHNX 1.808
+score RDNS_NUM_TLD_XM 2.999
+score RISK_FREE 1.605
+score SCRIPT_GIBBERISH 2.820
+score SERGIO_SUBJECT_VIAGRA01 1.567
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score SHORT_IMG_SUSP_NTLD 0.001
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.503
-score SPOOFED_FREEM_REPTO 1.998
-score STATIC_XPRIO_OLE 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 2.160
+score STATIC_XPRIO_OLE 2.000
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_FEW 0.750
score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUSP_UTF8_WORD_MANY 2.999
-score THIS_AD 2.200
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.028
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.437
-score TO_EQ_FM_DOM_HTML_IMG 0.001 # force non-zero
+score SUSP_UTF8_WORD_MANY 3.000
+score THIS_AD 2.199
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.001
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
+score TO_EQ_FM_DIRECT_MX 2.407
+score TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 1.599
-score TO_EQ_FM_DOM_SPF_FAIL 0.667
-score TO_EQ_FM_HTML_ONLY 0.564
-score TO_EQ_FM_SPF_FAIL 1.258
+score TO_EQ_FM_DOM_SPF_FAIL 0.968
+score TO_EQ_FM_HTML_ONLY 0.474
+score TO_EQ_FM_SPF_FAIL 0.251
score TO_IN_SUBJ 0.099
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.992
+score TO_NO_BRKTS_FROM_MSSP 2.366
+score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.500
-score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.500
-score TVD_APPROVED 0.860
+score TO_NO_BRKTS_MSFT 1.340
+score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_APPROVED 1.501
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
-score UNICODE_OBFU_ASC 1.040
-score UPGRADE_MAILBOX 0.921
-score URI_GOOGLE_PROXY 2.800
+score UNICODE_OBFU_ASC 1.038
+score UPGRADE_MAILBOX 0.922
+score URI_GOOGLE_PROXY 2.699
score URI_IMG_WP_REDIR 2.999
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.100
-score URI_PHP_REDIR 3.500
+score URI_PHISH 3.101
+score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.799
-score URI_WP_DIRINDEX 3.500
+score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 1.779
-score XPRIO_URL_SHORTNER 0.001
+score XPRIO_SHORT_SUBJ 0.965
+score XPRIO_URL_SHORTNER 0.612
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878761&r1=1878760&r2=1878761&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jun 12 05:18:41 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 905140 69.012% (99.628% of non-spam corpus)
-# Correctly spam: 267819 20.420% (66.449% of spam corpus)
-# False positives: 3384 0.258% (0.372% of nonspam, 47432 weighted)
-# False negatives: 135226 10.310% (33.551% of spam, 291805 weighted)
+# Correctly non-spam: 889861 75.251% (99.639% of non-spam corpus)
+# Correctly spam: 171436 14.498% (59.231% of spam corpus)
+# False positives: 3223 0.273% (0.361% of nonspam, 33284 weighted)
+# False negatives: 117998 9.979% (40.769% of spam, 237250 weighted)
# Average score for spam: 6.5 nonspam: 0.5
-# Average for false-pos: 6.3 false-neg: 2.2
-# TOTAL: 1311569 100.00%
+# Average for false-pos: 6.4 false-neg: 2.0
+# TOTAL: 1182518 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112992 99.65%
-# Correctly spam: 33640 66.89%
-# False positives: 392 0.35%
-# False negatives: 16652 33.11%
-# TCR(l=50): 1.387289 SpamRecall: 66.889% SpamPrec: 98.848%
+# Correctly non-spam: 111121 99.65%
+# Correctly spam: 21493 59.41%
+# False positives: 393 0.35%
+# False negatives: 14683 40.59%
+# TCR(l=50): 1.053680 SpamRecall: 59.412% SpamPrec: 98.204%
##### 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: 897598 98.80%
-# Correctly spam: 214542 53.23%
-# False positives: 10926 1.20%
-# False negatives: 188503 46.77%
-# TCR(l=50): 0.548508 SpamRecall: 53.230% SpamPrec: 95.154%
+# Correctly non-spam: 882975 98.87%
+# Correctly spam: 141658 48.94%
+# False positives: 10109 1.13%
+# False negatives: 147776 51.06%
+# TCR(l=50): 0.443084 SpamRecall: 48.943% SpamPrec: 93.339%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112037 98.81%
-# Correctly spam: 26992 53.67%
-# False positives: 1347 1.19%
-# False negatives: 23300 46.33%
-# TCR(l=50): 0.554793 SpamRecall: 53.671% SpamPrec: 95.247%
+# Correctly non-spam: 110286 98.90%
+# Correctly spam: 17792 49.18%
+# False positives: 1228 1.10%
+# False negatives: 18384 50.82%
+# TCR(l=50): 0.453424 SpamRecall: 49.182% SpamPrec: 93.544%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878761&r1=1878760&r2=1878761&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jun 12 05:18:41 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 907531 66.285% (99.420% of non-spam corpus)
-# Correctly spam: 389245 28.430% (85.304% of spam corpus)
-# False positives: 5294 0.387% (0.580% of nonspam, 268215 weighted)
-# False negatives: 67060 4.898% (14.696% of spam, 146386 weighted)
-# Average score for spam: 12.7 nonspam: -1.8
+# Correctly non-spam: 907515 66.286% (99.419% of non-spam corpus)
+# Correctly spam: 389448 28.446% (85.356% of spam corpus)
+# False positives: 5301 0.387% (0.581% of nonspam, 268676 weighted)
+# False negatives: 66817 4.880% (14.644% of spam, 145281 weighted)
+# Average score for spam: 12.6 nonspam: -1.8
# Average for false-pos: 10.1 false-neg: 2.2
-# TOTAL: 1369130 100.00%
+# TOTAL: 1369081 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112335 98.63%
-# Correctly spam: 48590 85.41%
-# False positives: 1555 1.37%
-# False negatives: 8298 14.59%
-# TCR(l=50): 0.661119 SpamRecall: 85.413% SpamPrec: 96.899%
+# Correctly non-spam: 112322 98.62%
+# Correctly spam: 48548 85.36%
+# False positives: 1566 1.38%
+# False negatives: 8329 14.64%
+# TCR(l=50): 0.656558 SpamRecall: 85.356% SpamPrec: 96.875%
##### 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: 908201 99.49%
-# Correctly spam: 252654 55.37%
-# False positives: 4624 0.51%
-# False negatives: 203651 44.63%
-# TCR(l=50): 1.049336 SpamRecall: 55.370% SpamPrec: 98.203%
+# Correctly non-spam: 908187 99.49%
+# Correctly spam: 252616 55.37%
+# False positives: 4629 0.51%
+# False negatives: 203649 44.63%
+# TCR(l=50): 1.048646 SpamRecall: 55.366% SpamPrec: 98.201%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113286 99.47%
-# Correctly spam: 31585 55.52%
-# False positives: 604 0.53%
-# False negatives: 25303 44.48%
-# TCR(l=50): 1.024954 SpamRecall: 55.521% SpamPrec: 98.124%
+# Correctly non-spam: 113310 99.49%
+# Correctly spam: 31532 55.44%
+# False positives: 578 0.51%
+# False negatives: 25345 44.56%
+# TCR(l=50): 1.048521 SpamRecall: 55.439% SpamPrec: 98.200%