Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1882594&r1=1882593&r2=1882594&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Oct 17 03:13:00 2020
@@ -3,146 +3,146 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.935
+score AC_FROM_MANY_DOTS 2.349
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 0.500
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.205
+score AC_POST_EXTRAS 0.001 # force non-zero
+score ADMITS_SPAM 0.497
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.020
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.462
-score ADVANCE_FEE_3_NEW_MONEY 1.088
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_MONEY 1.219
score ADVANCE_FEE_4_NEW 2.599
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.093
-score ADVANCE_FEE_4_NEW_MONEY 1.521
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.960
+score ADVANCE_FEE_4_NEW_MONEY 2.078
score ADVANCE_FEE_5_NEW 2.499
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.078
-score AMAZON_IMG_NOT_RCVD_AMZN 2.144
+score ADVANCE_FEE_5_NEW_MONEY 1.147
+score AMAZON_IMG_NOT_RCVD_AMZN 2.155
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.718
-score BITCOIN_DEADLINE 1.183
-score BITCOIN_EXTORT_01 3.225
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.686
+score BITCOIN_DEADLINE 0.990
+score BITCOIN_EXTORT_01 3.228
score BITCOIN_MALF_HTML 3.499
-score BITCOIN_SPAM_02 1.212
-score BITCOIN_SPAM_05 2.086
-score BITCOIN_XPRIO 0.729
-score BITCOIN_YOUR_INFO 1.320
-score BODY_URI_ONLY 0.368
+score BITCOIN_SPAM_02 1.221
+score BITCOIN_SPAM_05 1.846
+score BITCOIN_XPRIO 0.623
+score BITCOIN_YOUR_INFO 1.665
+score BODY_URI_ONLY 0.002
score BOGUS_MIME_VERSION 3.499
-score CK_HELO_DYNAMIC_SPLIT_IP 0.106
+score CK_HELO_DYNAMIC_SPLIT_IP 0.107
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.999
-score CTYPE_NULL 2.453
-score DEAR_BENEFICIARY 1.070
+score CTYPE_NULL 2.799
+score DEAR_BENEFICIARY 1.165
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_HIGH -0.001 # force non-zero
score DKIMWL_WL_MED -0.001 # force non-zero
-score DQ_URI_DOM_IN_PATH 2.699
+score DQ_URI_DOM_IN_PATH 2.800
score DSN_NO_MIMEVERSION 1.999
score DX_TEXT_03 1.099
-score END_FUTURE_EMAILS 1.329
-score FBI_MONEY 1.672
-score FBI_SPOOF 0.379
-score FILL_THIS_FORM 1.613
+score END_FUTURE_EMAILS 1.368
+score FBI_MONEY 1.999
+score FBI_SPOOF 1.999
+score FILL_THIS_FORM 1.620
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 0.276
+score FONT_INVIS_LONG_LINE 0.293
score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 0.001 # force non-zero
+score FONT_INVIS_POSTEXTRAS 0.001
score FORGED_RELAY_MUA_TO_MX 4.099
score FORGED_SPF_HELO 1.599
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.899
-score FORM_FRAUD_5 3.029
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 0.259
+score FORM_FRAUD_3 2.999
+score FORM_FRAUD_5 2.232
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_2_EMAILS_SHORT 0.411
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.001
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
score FROM_GOV_SPOOF 0.999
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.816
+score FROM_MISSP_FREEMAIL 2.821
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.713
-score FROM_MISSP_TO_UNDISC 0.160
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_MISSP_XPRIO 2.499
-score FROM_NAME_EQ_TO_G_DRIVE 0.121
-score FROM_NTLD_LINKBAIT 0.404
-score FROM_NTLD_REPLY_FREEMAIL 1.996
+score FROM_MISSP_SPF_FAIL 1.652
+score FROM_MISSP_TO_UNDISC 0.991
+score FROM_MISSP_USER 0.001
+score FROM_MISSP_XPRIO 2.500
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_NTLD_LINKBAIT 1.563
+score FROM_NTLD_REPLY_FREEMAIL 1.927
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.001
-score FROM_UNBAL1 0.569
-score FROM_WORDY 0.430
+score FROM_SUSPICIOUS_NTLD_FP 0.070
+score FROM_UNBAL1 0.564
+score FROM_WORDY 1.019
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 0.001
-score FUZZY_WALLET 2.237
-score GB_BITCOIN_CP 2.999
+score FUZZY_WALLET 2.209
+score GB_BITCOIN_CP 1.586
score GB_FREEMAIL_DISPTO 0.001
score GB_GOOGLE_OBFUS 0.749
-score GOOG_REDIR_NORDNS 1.911
+score GOOG_REDIR_NORDNS 1.428
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.806
+score HDR_ORDER_FTSDMCXX_DIRECT 1.807
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 1.000
+score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.759
-score HOSTED_IMG_DIRECT_MX 2.254
+score HK_SCAM 0.288
+score HOSTED_IMG_DIRECT_MX 2.288
score HTML_OFF_PAGE 0.001
score HTML_SINGLET_MANY 0.001
score HTML_TEXT_INVISIBLE_FONT 1.999
score HTML_TEXT_INVISIBLE_STYLE 3.499
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 0.425
-score KHOP_FAKE_EBAY 1.399
-score KHOP_HELO_FCRDNS 0.274
-score LH_URI_DOM_IN_PATH 1.810
-score LIST_PRTL_SAME_USER 2.564
-score LONG_HEX_URI 2.100
-score LONG_IMG_URI 1.021
-score LONG_INVISIBLE_TEXT 1.569
+score KB_FORGED_MOZ4 0.111
+score KHOP_FAKE_EBAY 0.609
+score KHOP_HELO_FCRDNS 0.275
+score LH_URI_DOM_IN_PATH 1.533
+score LIST_PRTL_SAME_USER 2.340
+score LONG_HEX_URI 2.095
+score LONG_IMG_URI 1.019
+score LONG_INVISIBLE_TEXT 1.533
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.223
+score LOTTO_AGENT 0.515
score LUCRATIVE 1.999
-score MALFORMED_FREEMAIL 2.294
-score MANY_SPAN_IN_TEXT 2.899
+score MALFORMED_FREEMAIL 2.292
+score MANY_SPAN_IN_TEXT 2.699
score MAY_BE_FORGED 2.499
-score MILLION_HUNDRED 0.010
+score MILLION_HUNDRED 0.368
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 0.001
score MIXED_ES 2.699
-score MONEY_ATM_CARD 0.095
-score MONEY_FORM 0.609
+score MONEY_ATM_CARD 0.927
+score MONEY_FORM 0.029
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.355
-score MONEY_FRAUD_5 2.999
-score MONEY_FRAUD_8 0.010
-score MONEY_FROM_41 2.000
+score MONEY_FRAUD_3 1.481
+score MONEY_FRAUD_5 2.864
+score MONEY_FRAUD_8 0.052
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
score MSGID_DOLLARS_URI_IMG 2.999
-score MSM_PRIO_REPTO 0.052
-score NICE_REPLY_A -0.253
-score NORDNS_LOW_CONTRAST 1.855
-score NO_FM_NAME_IP_HOSTN 0.683
+score MSM_PRIO_REPTO 1.482
+score NICE_REPLY_A -0.247
+score NORDNS_LOW_CONTRAST 1.895
+score NO_FM_NAME_IP_HOSTN 0.677
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.841
-score NUMBERONLY_BITCOIN_EXP 1.592
+score NSL_RCVD_HELO_USER 0.782
+score NUMBERONLY_BITCOIN_EXP 1.285
score OFFER_ONLY_AMERICA 0.001
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
+score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 2.599
@@ -151,85 +151,82 @@ score PDS_HP_HELO_NORDNS 0.0
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
score PDS_PHPEXP_BOT 1.499
-score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.499
score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.492
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.020
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.484
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.016
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.155
+score PDS_TO_EQ_FROM_NAME 0.487
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 1.778
+score RATWARE_NO_RDNS 2.127
score RCVD_DOTEDU_SHORT 0.001
score RCVD_DOTEDU_SUSP 1.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.679
-score RDNS_NUM_TLD_XM 0.579
+score RDNS_NUM_TLD_XM 1.131
score RISK_FREE 3.400
score SENDGRID_REDIR 1.499
-score SENDGRID_REDIR_PHISH 1.798
-score SERGIO_SUBJECT_VIAGRA01 1.506
+score SENDGRID_REDIR_PHISH 3.081
+score SERGIO_SUBJECT_VIAGRA01 1.875
score SHORTENED_URL_HREF 0.999
-score SHORTENED_URL_SRC 1.786
+score SHORTENED_URL_SRC 2.999
score SHORTENER_SHORT_IMG 0.001
score SHORT_BODY_G_DRIVE_DYN 1.499
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_IMG_SUSP_NTLD 0.172
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.658
-score SPOOFED_FREEM_REPTO_CHN 1.771
+score SPOOFED_FREEMAIL_NO_RDNS 0.264
+score SPOOFED_FREEM_REPTO 1.798
+score SPOOFED_FREEM_REPTO_CHN 2.015
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 0.001
+score STOCK_LOW_CONTRAST 0.713
score STY_INVIS_DIRECT 0.001
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 0.031
-score SUSP_UTF8_WORD_FROM 1.999
+score SUBJ_OBFU_PUNCT_MANY 0.054
+score SUSP_UTF8_WORD_FROM 2.000
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 0.766
-score THIS_AD 1.499
+score TEQF_USR_POLITE 1.999
+score THIS_AD 1.399
score THIS_IS_ADV_SUSP_NTLD 0.001
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.374
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.565
-score TO_EQ_FM_DOM_SPF_FAIL 0.540
-score TO_EQ_FM_HTML_ONLY 0.683
-score TO_EQ_FM_SPF_FAIL 0.727
+score TO_EQ_FM_DOM_HTML_ONLY 1.082
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 1.381
+score TO_EQ_FM_SPF_FAIL 1.325
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.242
+score TO_NAME_SUBJ_NO_RDNS 2.230
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 2.000
+score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TRANSFORM_LIFE 0.340
-score TVD_RCVD_SPACE_BRACKET 3.730
+score TRANSFORM_LIFE 0.342
+score TVD_RCVD_SPACE_BRACKET 2.627
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.444
+score TVD_SPACE_RATIO_MINFP 2.086
score TVD_SUBJ_NUM_OBFU_MINFP 3.099
-score UPGRADE_MAILBOX 1.505
-score URI_BUFFLY 1.634
+score UPGRADE_MAILBOX 1.799
+score URI_BUFFLY 1.999
score URI_DOTEDU 0.001
-score URI_DOTEDU_ENTITY 1.311
-score URI_GOOGLE_PROXY 1.611
-score URI_IN_URI_10 2.795
-score URI_IN_URI_5 2.007
-score URI_ONLY_MSGID_MALF 0.864
-score URI_PHISH 3.495
+score URI_DOTEDU_ENTITY 0.001
+score URI_GOOGLE_PROXY 2.082
+score URI_IN_URI_10 1.991
+score URI_IN_URI_5 1.973
+score URI_ONLY_MSGID_MALF 0.412
+score URI_PHISH 3.898
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.499
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score WIKI_IMG 2.899
-score XFER_LOTSA_MONEY 0.973
-score XPRIO 1.431
-score XPRIO_SHORT_SUBJ 2.339
-score YOU_INHERIT 1.363
+score WIKI_IMG 2.595
+score XFER_LOTSA_MONEY 0.421
+score XPRIO_SHORT_SUBJ 2.499
+score YOU_INHERIT 1.289
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -333,6 +330,7 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
+score RDNS_NUM_TLD_ATCHNX 1.000
score SEO_SUSP_NTLD 1.000
score SHOPIFY_IMG_NOT_RCVD_SFY 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
@@ -351,3 +349,4 @@ score URI_OPTOUT_3LD 1.0
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
+score XPRIO 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1882594&r1=1882593&r2=1882594&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Oct 17 03:13:00 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 862752 68.879% (99.637% of non-spam corpus)
-# Correctly spam: 268358 21.425% (69.404% of spam corpus)
-# False positives: 3144 0.251% (0.363% of nonspam, 51448 weighted)
-# False negatives: 118305 9.445% (30.596% of spam, 318816 weighted)
-# Average score for spam: 10.0 nonspam: 0.5
+# Correctly non-spam: 863463 67.049% (99.630% of non-spam corpus)
+# Correctly spam: 300767 23.355% (71.419% of spam corpus)
+# False positives: 3206 0.249% (0.370% of nonspam, 56769 weighted)
+# False negatives: 120366 9.347% (28.581% of spam, 322478 weighted)
+# Average score for spam: 10.2 nonspam: 0.4
# Average for false-pos: 7.3 false-neg: 2.7
-# TOTAL: 1252559 100.00%
+# TOTAL: 1287802 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 107629 99.59%
-# Correctly spam: 34345 71.32%
-# False positives: 438 0.41%
-# False negatives: 13808 28.68%
-# TCR(l=50): 1.348521 SpamRecall: 71.325% SpamPrec: 98.741%
+# Correctly non-spam: 107777 99.64%
+# Correctly spam: 38233 72.87%
+# False positives: 392 0.36%
+# False negatives: 14234 27.13%
+# TCR(l=50): 1.550718 SpamRecall: 72.871% SpamPrec: 98.985%
##### 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: 856652 98.93%
-# Correctly spam: 170485 44.09%
-# False positives: 9244 1.07%
-# False negatives: 216178 55.91%
-# TCR(l=50): 0.569982 SpamRecall: 44.091% SpamPrec: 94.857%
+# Correctly non-spam: 857270 98.92%
+# Correctly spam: 185990 44.16%
+# False positives: 9399 1.08%
+# False negatives: 235143 55.84%
+# TCR(l=50): 0.597273 SpamRecall: 44.164% SpamPrec: 95.190%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 106848 98.87%
-# Correctly spam: 21271 44.17%
-# False positives: 1219 1.13%
-# False negatives: 26882 55.83%
-# TCR(l=50): 0.548240 SpamRecall: 44.174% SpamPrec: 94.580%
+# Correctly non-spam: 106965 98.89%
+# Correctly spam: 23107 44.04%
+# False positives: 1204 1.11%
+# False negatives: 29360 55.96%
+# TCR(l=50): 0.585831 SpamRecall: 44.041% SpamPrec: 95.048%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1882594&r1=1882593&r2=1882594&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Oct 17 03:13:00 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 858487 68.291% (99.743% of non-spam corpus)
-# Correctly spam: 339250 26.987% (85.580% of spam corpus)
-# False positives: 2209 0.176% (0.257% of nonspam, 72605 weighted)
-# False negatives: 57163 4.547% (14.420% of spam, 94481 weighted)
-# Average score for spam: 16.0 nonspam: -1.1
-# Average for false-pos: 7.1 false-neg: 1.7
-# TOTAL: 1257109 100.00%
+# Correctly non-spam: 858478 68.294% (99.744% of non-spam corpus)
+# Correctly spam: 338931 26.963% (85.514% of spam corpus)
+# False positives: 2202 0.175% (0.256% of nonspam, 72817 weighted)
+# False negatives: 57415 4.568% (14.486% of spam, 96062 weighted)
+# Average score for spam: 15.8 nonspam: -1.1
+# Average for false-pos: 7.2 false-neg: 1.7
+# TOTAL: 1257026 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 107062 99.70%
-# Correctly spam: 42255 85.44%
-# False positives: 322 0.30%
-# False negatives: 7200 14.56%
-# TCR(l=50): 2.122532 SpamRecall: 85.441% SpamPrec: 99.244%
+# Correctly non-spam: 107059 99.70%
+# Correctly spam: 42218 85.39%
+# False positives: 324 0.30%
+# False negatives: 7226 14.61%
+# TCR(l=50): 2.110646 SpamRecall: 85.385% SpamPrec: 99.238%
##### 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: 857698 99.65%
-# Correctly spam: 251164 63.36%
-# False positives: 2998 0.35%
-# False negatives: 145249 36.64%
-# TCR(l=50): 1.343095 SpamRecall: 63.359% SpamPrec: 98.820%
+# Correctly non-spam: 857701 99.65%
+# Correctly spam: 251199 63.38%
+# False positives: 2979 0.35%
+# False negatives: 145147 36.62%
+# TCR(l=50): 1.347671 SpamRecall: 63.379% SpamPrec: 98.828%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 107017 99.66%
-# Correctly spam: 31378 63.45%
-# False positives: 367 0.34%
-# False negatives: 18077 36.55%
-# TCR(l=50): 1.357647 SpamRecall: 63.448% SpamPrec: 98.844%
+# Correctly non-spam: 107002 99.65%
+# Correctly spam: 31288 63.28%
+# False positives: 381 0.35%
+# False negatives: 18156 36.72%
+# TCR(l=50): 1.328925 SpamRecall: 63.280% SpamPrec: 98.797%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1882594&r1=1882593&r2=1882594&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Oct 17 03:13:00 2020
@@ -3,146 +3,146 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.935
+score AC_FROM_MANY_DOTS 2.349
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 0.500
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.205
+score AC_POST_EXTRAS 0.001 # force non-zero
+score ADMITS_SPAM 0.497
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.020
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.462
-score ADVANCE_FEE_3_NEW_MONEY 1.088
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_MONEY 1.219
score ADVANCE_FEE_4_NEW 2.599
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.093
-score ADVANCE_FEE_4_NEW_MONEY 1.521
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.960
+score ADVANCE_FEE_4_NEW_MONEY 2.078
score ADVANCE_FEE_5_NEW 2.499
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.078
-score AMAZON_IMG_NOT_RCVD_AMZN 2.144
+score ADVANCE_FEE_5_NEW_MONEY 1.147
+score AMAZON_IMG_NOT_RCVD_AMZN 2.155
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.718
-score BITCOIN_DEADLINE 1.183
-score BITCOIN_EXTORT_01 3.225
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.686
+score BITCOIN_DEADLINE 0.990
+score BITCOIN_EXTORT_01 3.228
score BITCOIN_MALF_HTML 3.499
-score BITCOIN_SPAM_02 1.212
-score BITCOIN_SPAM_05 2.086
-score BITCOIN_XPRIO 0.729
-score BITCOIN_YOUR_INFO 1.320
-score BODY_URI_ONLY 0.368
+score BITCOIN_SPAM_02 1.221
+score BITCOIN_SPAM_05 1.846
+score BITCOIN_XPRIO 0.623
+score BITCOIN_YOUR_INFO 1.665
+score BODY_URI_ONLY 0.002
score BOGUS_MIME_VERSION 3.499
-score CK_HELO_DYNAMIC_SPLIT_IP 0.106
+score CK_HELO_DYNAMIC_SPLIT_IP 0.107
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.999
-score CTYPE_NULL 2.453
-score DEAR_BENEFICIARY 1.070
+score CTYPE_NULL 2.799
+score DEAR_BENEFICIARY 1.165
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_HIGH -0.001 # force non-zero
score DKIMWL_WL_MED -0.001 # force non-zero
-score DQ_URI_DOM_IN_PATH 2.699
+score DQ_URI_DOM_IN_PATH 2.800
score DSN_NO_MIMEVERSION 1.999
score DX_TEXT_03 1.099
-score END_FUTURE_EMAILS 1.329
-score FBI_MONEY 1.672
-score FBI_SPOOF 0.379
-score FILL_THIS_FORM 1.613
+score END_FUTURE_EMAILS 1.368
+score FBI_MONEY 1.999
+score FBI_SPOOF 1.999
+score FILL_THIS_FORM 1.620
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 0.276
+score FONT_INVIS_LONG_LINE 0.293
score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 0.001 # force non-zero
+score FONT_INVIS_POSTEXTRAS 0.001
score FORGED_RELAY_MUA_TO_MX 4.099
score FORGED_SPF_HELO 1.599
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.899
-score FORM_FRAUD_5 3.029
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 0.259
+score FORM_FRAUD_3 2.999
+score FORM_FRAUD_5 2.232
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_2_EMAILS_SHORT 0.411
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.001
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
score FROM_GOV_SPOOF 0.999
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.816
+score FROM_MISSP_FREEMAIL 2.821
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.713
-score FROM_MISSP_TO_UNDISC 0.160
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_MISSP_XPRIO 2.499
-score FROM_NAME_EQ_TO_G_DRIVE 0.121
-score FROM_NTLD_LINKBAIT 0.404
-score FROM_NTLD_REPLY_FREEMAIL 1.996
+score FROM_MISSP_SPF_FAIL 1.652
+score FROM_MISSP_TO_UNDISC 0.991
+score FROM_MISSP_USER 0.001
+score FROM_MISSP_XPRIO 2.500
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_NTLD_LINKBAIT 1.563
+score FROM_NTLD_REPLY_FREEMAIL 1.927
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.001
-score FROM_UNBAL1 0.569
-score FROM_WORDY 0.430
+score FROM_SUSPICIOUS_NTLD_FP 0.070
+score FROM_UNBAL1 0.564
+score FROM_WORDY 1.019
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 0.001
-score FUZZY_WALLET 2.237
-score GB_BITCOIN_CP 2.999
+score FUZZY_WALLET 2.209
+score GB_BITCOIN_CP 1.586
score GB_FREEMAIL_DISPTO 0.001
score GB_GOOGLE_OBFUS 0.749
-score GOOG_REDIR_NORDNS 1.911
+score GOOG_REDIR_NORDNS 1.428
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.806
+score HDR_ORDER_FTSDMCXX_DIRECT 1.807
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 1.000
+score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.759
-score HOSTED_IMG_DIRECT_MX 2.254
+score HK_SCAM 0.288
+score HOSTED_IMG_DIRECT_MX 2.288
score HTML_OFF_PAGE 0.001
score HTML_SINGLET_MANY 0.001
score HTML_TEXT_INVISIBLE_FONT 1.999
score HTML_TEXT_INVISIBLE_STYLE 3.499
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 0.425
-score KHOP_FAKE_EBAY 1.399
-score KHOP_HELO_FCRDNS 0.274
-score LH_URI_DOM_IN_PATH 1.810
-score LIST_PRTL_SAME_USER 2.564
-score LONG_HEX_URI 2.100
-score LONG_IMG_URI 1.021
-score LONG_INVISIBLE_TEXT 1.569
+score KB_FORGED_MOZ4 0.111
+score KHOP_FAKE_EBAY 0.609
+score KHOP_HELO_FCRDNS 0.275
+score LH_URI_DOM_IN_PATH 1.533
+score LIST_PRTL_SAME_USER 2.340
+score LONG_HEX_URI 2.095
+score LONG_IMG_URI 1.019
+score LONG_INVISIBLE_TEXT 1.533
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.223
+score LOTTO_AGENT 0.515
score LUCRATIVE 1.999
-score MALFORMED_FREEMAIL 2.294
-score MANY_SPAN_IN_TEXT 2.899
+score MALFORMED_FREEMAIL 2.292
+score MANY_SPAN_IN_TEXT 2.699
score MAY_BE_FORGED 2.499
-score MILLION_HUNDRED 0.010
+score MILLION_HUNDRED 0.368
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 0.001
score MIXED_ES 2.699
-score MONEY_ATM_CARD 0.095
-score MONEY_FORM 0.609
+score MONEY_ATM_CARD 0.927
+score MONEY_FORM 0.029
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.355
-score MONEY_FRAUD_5 2.999
-score MONEY_FRAUD_8 0.010
-score MONEY_FROM_41 2.000
+score MONEY_FRAUD_3 1.481
+score MONEY_FRAUD_5 2.864
+score MONEY_FRAUD_8 0.052
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
score MSGID_DOLLARS_URI_IMG 2.999
-score MSM_PRIO_REPTO 0.052
-score NICE_REPLY_A -0.253
-score NORDNS_LOW_CONTRAST 1.855
-score NO_FM_NAME_IP_HOSTN 0.683
+score MSM_PRIO_REPTO 1.482
+score NICE_REPLY_A -0.247
+score NORDNS_LOW_CONTRAST 1.895
+score NO_FM_NAME_IP_HOSTN 0.677
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.841
-score NUMBERONLY_BITCOIN_EXP 1.592
+score NSL_RCVD_HELO_USER 0.782
+score NUMBERONLY_BITCOIN_EXP 1.285
score OFFER_ONLY_AMERICA 0.001
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
+score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 2.599
@@ -151,85 +151,82 @@ score PDS_HP_HELO_NORDNS 0.0
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
score PDS_PHPEXP_BOT 1.499
-score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.499
score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.492
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.020
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.484
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.016
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.155
+score PDS_TO_EQ_FROM_NAME 0.487
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 1.778
+score RATWARE_NO_RDNS 2.127
score RCVD_DOTEDU_SHORT 0.001
score RCVD_DOTEDU_SUSP 1.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.679
-score RDNS_NUM_TLD_XM 0.579
+score RDNS_NUM_TLD_XM 1.131
score RISK_FREE 3.400
score SENDGRID_REDIR 1.499
-score SENDGRID_REDIR_PHISH 1.798
-score SERGIO_SUBJECT_VIAGRA01 1.506
+score SENDGRID_REDIR_PHISH 3.081
+score SERGIO_SUBJECT_VIAGRA01 1.875
score SHORTENED_URL_HREF 0.999
-score SHORTENED_URL_SRC 1.786
+score SHORTENED_URL_SRC 2.999
score SHORTENER_SHORT_IMG 0.001
score SHORT_BODY_G_DRIVE_DYN 1.499
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_IMG_SUSP_NTLD 0.172
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.658
-score SPOOFED_FREEM_REPTO_CHN 1.771
+score SPOOFED_FREEMAIL_NO_RDNS 0.264
+score SPOOFED_FREEM_REPTO 1.798
+score SPOOFED_FREEM_REPTO_CHN 2.015
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 0.001
+score STOCK_LOW_CONTRAST 0.713
score STY_INVIS_DIRECT 0.001
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 0.031
-score SUSP_UTF8_WORD_FROM 1.999
+score SUBJ_OBFU_PUNCT_MANY 0.054
+score SUSP_UTF8_WORD_FROM 2.000
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 0.766
-score THIS_AD 1.499
+score TEQF_USR_POLITE 1.999
+score THIS_AD 1.399
score THIS_IS_ADV_SUSP_NTLD 0.001
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.374
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.565
-score TO_EQ_FM_DOM_SPF_FAIL 0.540
-score TO_EQ_FM_HTML_ONLY 0.683
-score TO_EQ_FM_SPF_FAIL 0.727
+score TO_EQ_FM_DOM_HTML_ONLY 1.082
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 1.381
+score TO_EQ_FM_SPF_FAIL 1.325
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.242
+score TO_NAME_SUBJ_NO_RDNS 2.230
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 2.000
+score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TRANSFORM_LIFE 0.340
-score TVD_RCVD_SPACE_BRACKET 3.730
+score TRANSFORM_LIFE 0.342
+score TVD_RCVD_SPACE_BRACKET 2.627
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.444
+score TVD_SPACE_RATIO_MINFP 2.086
score TVD_SUBJ_NUM_OBFU_MINFP 3.099
-score UPGRADE_MAILBOX 1.505
-score URI_BUFFLY 1.634
+score UPGRADE_MAILBOX 1.799
+score URI_BUFFLY 1.999
score URI_DOTEDU 0.001
-score URI_DOTEDU_ENTITY 1.311
-score URI_GOOGLE_PROXY 1.611
-score URI_IN_URI_10 2.795
-score URI_IN_URI_5 2.007
-score URI_ONLY_MSGID_MALF 0.864
-score URI_PHISH 3.495
+score URI_DOTEDU_ENTITY 0.001
+score URI_GOOGLE_PROXY 2.082
+score URI_IN_URI_10 1.991
+score URI_IN_URI_5 1.973
+score URI_ONLY_MSGID_MALF 0.412
+score URI_PHISH 3.898
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.499
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score WIKI_IMG 2.899
-score XFER_LOTSA_MONEY 0.973
-score XPRIO 1.431
-score XPRIO_SHORT_SUBJ 2.339
-score YOU_INHERIT 1.363
+score WIKI_IMG 2.595
+score XFER_LOTSA_MONEY 0.421
+score XPRIO_SHORT_SUBJ 2.499
+score YOU_INHERIT 1.289
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -333,6 +330,7 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
+score RDNS_NUM_TLD_ATCHNX 1.000
score SEO_SUSP_NTLD 1.000
score SHOPIFY_IMG_NOT_RCVD_SFY 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
@@ -351,3 +349,4 @@ score URI_OPTOUT_3LD 1.0
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
+score XPRIO 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1882594&r1=1882593&r2=1882594&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Oct 17 03:13:00 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 862752 68.879% (99.637% of non-spam corpus)
-# Correctly spam: 268358 21.425% (69.404% of spam corpus)
-# False positives: 3144 0.251% (0.363% of nonspam, 51448 weighted)
-# False negatives: 118305 9.445% (30.596% of spam, 318816 weighted)
-# Average score for spam: 10.0 nonspam: 0.5
+# Correctly non-spam: 863463 67.049% (99.630% of non-spam corpus)
+# Correctly spam: 300767 23.355% (71.419% of spam corpus)
+# False positives: 3206 0.249% (0.370% of nonspam, 56769 weighted)
+# False negatives: 120366 9.347% (28.581% of spam, 322478 weighted)
+# Average score for spam: 10.2 nonspam: 0.4
# Average for false-pos: 7.3 false-neg: 2.7
-# TOTAL: 1252559 100.00%
+# TOTAL: 1287802 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 107629 99.59%
-# Correctly spam: 34345 71.32%
-# False positives: 438 0.41%
-# False negatives: 13808 28.68%
-# TCR(l=50): 1.348521 SpamRecall: 71.325% SpamPrec: 98.741%
+# Correctly non-spam: 107777 99.64%
+# Correctly spam: 38233 72.87%
+# False positives: 392 0.36%
+# False negatives: 14234 27.13%
+# TCR(l=50): 1.550718 SpamRecall: 72.871% SpamPrec: 98.985%
##### 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: 856652 98.93%
-# Correctly spam: 170485 44.09%
-# False positives: 9244 1.07%
-# False negatives: 216178 55.91%
-# TCR(l=50): 0.569982 SpamRecall: 44.091% SpamPrec: 94.857%
+# Correctly non-spam: 857270 98.92%
+# Correctly spam: 185990 44.16%
+# False positives: 9399 1.08%
+# False negatives: 235143 55.84%
+# TCR(l=50): 0.597273 SpamRecall: 44.164% SpamPrec: 95.190%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 106848 98.87%
-# Correctly spam: 21271 44.17%
-# False positives: 1219 1.13%
-# False negatives: 26882 55.83%
-# TCR(l=50): 0.548240 SpamRecall: 44.174% SpamPrec: 94.580%
+# Correctly non-spam: 106965 98.89%
+# Correctly spam: 23107 44.04%
+# False positives: 1204 1.11%
+# False negatives: 29360 55.96%
+# TCR(l=50): 0.585831 SpamRecall: 44.041% SpamPrec: 95.048%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1882594&r1=1882593&r2=1882594&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Oct 17 03:13:00 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 858487 68.291% (99.743% of non-spam corpus)
-# Correctly spam: 339250 26.987% (85.580% of spam corpus)
-# False positives: 2209 0.176% (0.257% of nonspam, 72605 weighted)
-# False negatives: 57163 4.547% (14.420% of spam, 94481 weighted)
-# Average score for spam: 16.0 nonspam: -1.1
-# Average for false-pos: 7.1 false-neg: 1.7
-# TOTAL: 1257109 100.00%
+# Correctly non-spam: 858478 68.294% (99.744% of non-spam corpus)
+# Correctly spam: 338931 26.963% (85.514% of spam corpus)
+# False positives: 2202 0.175% (0.256% of nonspam, 72817 weighted)
+# False negatives: 57415 4.568% (14.486% of spam, 96062 weighted)
+# Average score for spam: 15.8 nonspam: -1.1
+# Average for false-pos: 7.2 false-neg: 1.7
+# TOTAL: 1257026 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 107062 99.70%
-# Correctly spam: 42255 85.44%
-# False positives: 322 0.30%
-# False negatives: 7200 14.56%
-# TCR(l=50): 2.122532 SpamRecall: 85.441% SpamPrec: 99.244%
+# Correctly non-spam: 107059 99.70%
+# Correctly spam: 42218 85.39%
+# False positives: 324 0.30%
+# False negatives: 7226 14.61%
+# TCR(l=50): 2.110646 SpamRecall: 85.385% SpamPrec: 99.238%
##### 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: 857698 99.65%
-# Correctly spam: 251164 63.36%
-# False positives: 2998 0.35%
-# False negatives: 145249 36.64%
-# TCR(l=50): 1.343095 SpamRecall: 63.359% SpamPrec: 98.820%
+# Correctly non-spam: 857701 99.65%
+# Correctly spam: 251199 63.38%
+# False positives: 2979 0.35%
+# False negatives: 145147 36.62%
+# TCR(l=50): 1.347671 SpamRecall: 63.379% SpamPrec: 98.828%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 107017 99.66%
-# Correctly spam: 31378 63.45%
-# False positives: 367 0.34%
-# False negatives: 18077 36.55%
-# TCR(l=50): 1.357647 SpamRecall: 63.448% SpamPrec: 98.844%
+# Correctly non-spam: 107002 99.65%
+# Correctly spam: 31288 63.28%
+# False positives: 381 0.35%
+# False negatives: 18156 36.72%
+# TCR(l=50): 1.328925 SpamRecall: 63.280% SpamPrec: 98.797%