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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2024/08/10 02:46:01 UTC
svn commit: r1919791 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1919791&r1=1919790&r2=1919791&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Aug 10 02:46:01 2024
@@ -1,236 +1,239 @@
-# Using score set 0 logs for revision 1919731 from:
-# ham-ena-week0.r1919731.log ham-ena-week1.r1919731.log ham-ena-week2.r1919731.log ham-ena-week3.r1919731.log ham-ena-week4.r1919731.log ham-giovanni-ham.r1919731.log ham-giovanni-spammy.r1919731.log ham-giovanni-spam.r1919731.log ham-grenier.r1919731.log ham-jhardin.r1919731.log ham-llanga.r1919731.log ham-mmiroslaw-mails-ham.r1919731.log ham-mmiroslaw-mails-spam.r1919731.log ham-spamsponge.r1919731.log ham-tsz-corpus.r1919731.log ham-whyscream.r1919731.log spam-ena-week0.r1919731.log spam-ena-week1.r1919731.log spam-ena-week2.r1919731.log spam-ena-week3.r1919731.log spam-ena-week4.r1919731.log spam-giovanni-ham.r1919731.log spam-giovanni-spammy.r1919731.log spam-giovanni-spam.r1919731.log spam-grenier.r1919731.log spam-jhardin.r1919731.log spam-llanga.r1919731.log spam-mmiroslaw-mails-ham.r1919731.log spam-mmiroslaw-mails-spam.r1919731.log spam-spamsponge.r1919731.log spam-tsz-corpus.r1919731.log spam-whyscream.r1919731.log
+# Using score set 0 logs for revision 1919772 from:
+# ham-ena-week0.r1919772.log ham-ena-week1.r1919772.log ham-ena-week2.r1919772.log ham-ena-week3.r1919772.log ham-ena-week4.r1919772.log ham-giovanni-ham.r1919772.log ham-giovanni-spammy.r1919772.log ham-giovanni-spam.r1919772.log ham-grenier.r1919772.log ham-jhardin.r1919772.log ham-llanga.r1919772.log ham-mmiroslaw-mails-ham.r1919772.log ham-mmiroslaw-mails-spam.r1919772.log ham-spamsponge.r1919772.log ham-tsz-corpus.r1919772.log ham-whyscream.r1919772.log spam-ena-week0.r1919772.log spam-ena-week1.r1919772.log spam-ena-week2.r1919772.log spam-ena-week3.r1919772.log spam-ena-week4.r1919772.log spam-giovanni-ham.r1919772.log spam-giovanni-spammy.r1919772.log spam-giovanni-spam.r1919772.log spam-grenier.r1919772.log spam-jhardin.r1919772.log spam-llanga.r1919772.log spam-mmiroslaw-mails-ham.r1919772.log spam-mmiroslaw-mails-spam.r1919772.log spam-spamsponge.r1919772.log spam-tsz-corpus.r1919772.log spam-whyscream.r1919772.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.545
-score ADMITS_SPAM 4.183
+score AC_POST_EXTRAS 0.312
+score ADMITS_SPAM 4.179
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.944
+score ADVANCE_FEE_2_NEW_MONEY 1.617
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 2.799
-score ADVANCE_FEE_4_NEW 1.313
+score ADVANCE_FEE_4_NEW 1.405
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.700
+score ADVANCE_FEE_5_NEW 2.699
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score AMAZON_IMG_NOT_RCVD_AMZN 2.500
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 2.799
-score BIGNUM_EMAILS_FREEM 1.345
-score BITCOIN_DEADLINE 2.153
-score BITCOIN_EXTORT_01 2.103
-score BITCOIN_MALWARE 0.595
+score AXB_X_FF_SEZ_S 2.393
+score BIGNUM_EMAILS_FREEM 1.250
+score BITCOIN_DEADLINE 2.101
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALWARE 0.249
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.348
-score BITCOIN_SPAM_07 0.755
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_07 0.997
score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 2.097
-score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 3.000
-score BODY_URI_ONLY 1.602
-score BOGUS_MIME_VERSION 3.500
-score BOGUS_MSM_HDRS 1.320
-score CANT_SEE_AD 2.068
+score BITCOIN_VISTA 2.009
+score BITCOIN_XPRIO 0.001 # force non-zero
+score BITCOIN_YOUR_INFO 2.892
+score BODY_URI_ONLY 1.407
+score BOGUS_MIME_VERSION 3.499
+score BOGUS_MSM_HDRS 1.172
+score CANT_SEE_AD 2.499
score CK_HELO_GENERIC 0.249
+score COMPENSATION 1.499
score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 1.000
score DEAR_BENEFICIARY 0.001 # force non-zero
-score DOS_BODY_HIGH_NO_MID 3.699
+score DOS_BODY_HIGH_NO_MID 3.599
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.358
+score DYNAMIC_IMGUR 2.359
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FAKE_REPLY_A1 2.399
-score FBI_MONEY 0.378
-score FBI_SPOOF 0.899
+score FAKE_REPLY_A1 2.299
+score FBI_MONEY 0.240
+score FBI_SPOOF 1.315
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 3.362
+score FONT_INVIS_DIRECT 3.372
score FONT_INVIS_HTML_NOHTML 2.999
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.944
+score FONT_INVIS_MSGID 1.938
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.647
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.001 # force non-zero
+score FONT_INVIS_POSTEXTRAS 2.652
+score FORM_FRAUD 1.000
+score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.845
+score FOUND_YOU 0.468
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 1.203
-score FROM_IN_TO_AND_SUBJ 1.699
+score FROM_ADDR_WS 0.503
+score FROM_IN_TO_AND_SUBJ 1.799
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.860
+score FROM_MISSP_DYNIP 1.857
score FROM_MISSP_EH_MATCH 0.001 # force non-zero
-score FROM_MISSP_FREEMAIL 0.409
+score FROM_MISSP_FREEMAIL 1.744
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.391
-score FROM_MISSP_REPLYTO 1.997
-score FROM_MISSP_TO_UNDISC 2.193
+score FROM_MISSP_PHISH 3.499
+score FROM_MISSP_REPLYTO 1.802
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_LINKBAIT 1.178
-score FROM_NTLD_REPLY_FREEMAIL 1.399
+score FROM_NTLD_LINKBAIT 1.968
+score FROM_NTLD_REPLY_FREEMAIL 1.597
score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.299
+score FROM_UNBAL1 2.199
score FROM_WSP_TRAIL 2.699
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 0.666
-score FUZZY_BITCOIN 1.478
-score FUZZY_IMPORTANT 1.958
-score FUZZY_SAVINGS 0.695
-score FUZZY_WALLET 1.604
-score GB_BITCOIN_CP 2.752
-score GB_BITCOIN_NH 2.288
-score GB_CUSTOM_HTM_URI 1.497
-score GB_FAKE_RF_SHORT 1.934
-score GB_FREEMAIL_DISPTO 0.001
+score FUZZY_AMAZON 0.865
+score FUZZY_BITCOIN 1.123
+score FUZZY_IMPORTANT 1.317
+score FUZZY_SAVINGS 2.377
+score FUZZY_WALLET 1.609
+score GB_BITCOIN_CP 2.712
+score GB_BITCOIN_NH 2.999
+score GB_CUSTOM_HTM_URI 1.219
+score GB_FAKE_RF_SHORT 1.938
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GOOG_MALWARE_DNLD 1.839
-score GOOG_STO_IMG_HTML 2.498
-score GOOG_STO_NOIMG_HTML 3.000
+score GOOG_MALWARE_DNLD 2.560
+score GOOG_STO_IMG_HTML 2.493
+score GOOG_STO_NOIMG_HTML 2.999
+score HDRS_LCASE 0.099
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 3.375
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 2.632
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.001
-score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.001
-score HK_RANDOM_ENVFROM 0.999
+score HK_NAME_FM_MR_MRS 1.147
+score HK_NAME_MR_MRS 0.513
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HK_WIN 0.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.496
+score HOSTED_IMG_MULTI_PUB_01 3.000
+score HREF_EMPTY_NORDNS 0.505
+score HREF_EMPTY_XANTIABUSE 2.027
+score HREF_EMPTY_XAUTHED 1.970
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
-score HTML_SINGLET_MANY 1.854
+score HTML_SINGLET_MANY 1.858
score HTML_TEXT_INVISIBLE_FONT 0.001
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score IMG_DIRECT_TO_MX 0.113
+score IMG_DIRECT_TO_MX 0.001
score JH_SPAMMY_HEADERS 3.499
-score KHOP_FAKE_EBAY 0.338
+score KHOP_FAKE_EBAY 0.001
score KHOP_HELO_FCRDNS 0.400
-score LONG_HEX_URI 2.538
+score LONG_HEX_URI 2.816
score LONG_IMG_URI 0.001
score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
score LOTTO_DEPT 0.001
score MALFORMED_FREEMAIL 3.199
-score MALWARE_NORDNS 0.588
-score MAY_BE_FORGED 1.699
-score MILLION_HUNDRED 0.001
-score MILLION_USD 1.047
+score MALWARE_NORDNS 1.700
+score MILLION_HUNDRED 2.819
+score MILLION_USD 1.587
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 2.000
+score MIME_NO_TEXT 1.999
score MIXED_CENTER_CASE 2.499
score MIXED_ES 2.399
-score MIXED_HREF_CASE 1.939
-score MONEY_ATM_CARD 0.001
+score MIXED_HREF_CASE 1.751
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.090
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 0.874
+score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FREEMAIL_REPTO 2.192
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001 # force non-zero
score MONEY_NOHTML 2.499
score MSM_PRIO_REPTO 2.499
score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.592
-score NOT_SPAM 2.096
+score NICE_REPLY_A -2.209
+score NOT_SPAM 2.299
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 2.999
+score OBFU_BITCOIN 2.850
score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.001
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.837
-score PDS_DBL_URL_TNB_RUNON 1.806
+score PDS_BTC_NTLD 0.449
+score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FROM_2_EMAILS 2.201
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PHISH_ATTACH 2.199
-score PHP_ORIG_SCRIPT 1.552
+score PHP_ORIG_SCRIPT 1.408
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_HEADER_MANY 2.999
-score RATWARE_NO_RDNS 0.377
-score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 1.601
+score RATWARE_NO_RDNS 1.687
+score REPTO_419_FRAUD 3.000
+score REPTO_419_FRAUD_GM 1.499
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_419_FRAUD_HM 2.999
+score REPTO_419_FRAUD_HM 1.388
+score SCC_BOGUS_CTE_1 0.001
score SCC_CANSPAM_2 4.399
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 1.209
-score SERGIO_SUBJECT_VIAGRA01 1.902
+score SCC_SPAMMER_ADDR_2 1.738
+score SERGIO_SUBJECT_VIAGRA01 1.677
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.612
+score SHORT_IMG_SUSP_NTLD 0.323
score SHORT_SHORTNER 1.999
-score SHY_OBFU_EXPIRE 0.557
-score SPOOFED_FREEMAIL_NO_RDNS 0.538
+score SHY_OBFU_EXPIRE 0.747
+score SPOOFED_FREEMAIL_NO_RDNS 0.499
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.537
+score SUSP_UTF8_WORD_COMBO 1.500
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score THIS_AD 0.799
-score THIS_IS_ADV_SUSP_NTLD 1.155
+score THIS_IS_ADV_SUSP_NTLD 0.760
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.914
-score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 1.321
+score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_HTML_IMG 1.708
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 0.001
score TO_NO_BRKTS_PCNT 2.499
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 0.998
+score TVD_SPACE_RATIO_MINFP 1.195
score UNDISC_FREEM 2.599
score UNDISC_MONEY 1.590
-score UNICODE_OBFU_ASC 2.500
+score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.503
+score URI_CLOUDFLAREIPFS 2.499
score URI_GOOGDRAWPREVIEW 2.104
score URI_GOOGDRAWPREVIEW_MINFP 2.999
-score URI_GOOGLE_PROXY 1.999
+score URI_GOOGLE_PROXY 2.099
score URI_GOOG_STO_SPAMMY 2.999
-score URI_GOOG_STO_SUBD_SPAMMY 2.775
-score URI_IMG_CWINDOWSNET 1.949
-score URI_PHISH 3.999
-score URI_PHP_REDIR 2.201
-score URI_TRY_3LD 1.999
+score URI_GOOG_STO_SUBD_SPAMMY 2.600
+score URI_IMG_CWINDOWSNET 2.589
+score URI_PHISH 3.248
+score URI_PHP_REDIR 2.197
+score URI_TRY_3LD 2.000
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
+score URI_WP_HACKED 3.500
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 1.293
+score VFY_ACCT_NORDNS 1.304
score VISTA_COST 2.499
-score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.545
+score VISTA_TONOM_EQ_TOLOC 2.127
+score WORD_INVIS_MANY 2.487
+score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
-score XPRIO 2.249
-score XPRIO_VISTA 1.796
+score XPRIO 2.250
+score XPRIO_VISTA 0.211
score YOU_INHERIT 2.899
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -296,8 +299,6 @@ score HOSTED_IMG_DQ_UNSUB 1.0
score HOSTED_IMG_FREEM 1.000
score HOSTED_IMG_MULTI 1.000
score HREF_EMPTY_PHPMAIL 1.000
-score HREF_EMPTY_XANTIABUSE 1.000
-score HREF_EMPTY_XAUTHED 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_OFF_PAGE 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
@@ -310,6 +311,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_FONT_CASE 1.000
score MIXED_IMG_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1919791&r1=1919790&r2=1919791&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Aug 10 02:46:01 2024
@@ -6,41 +6,41 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.142
-score ADMITS_SPAM 2.820
+score AC_POST_EXTRAS 0.391
+score ADMITS_SPAM 2.815
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 0.008
-score ADVANCE_FEE_3_NEW_FORM 0.955
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.712
-score ADVANCE_FEE_3_NEW_MONEY 1.469
-score ADVANCE_FEE_4_NEW 2.709
+score ADVANCE_FEE_3_NEW 0.166
+score ADVANCE_FEE_3_NEW_FORM 1.178
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.375
+score ADVANCE_FEE_3_NEW_MONEY 1.678
+score ADVANCE_FEE_4_NEW 2.875
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.730
+score ADVANCE_FEE_4_NEW_MONEY 0.500
score ADVANCE_FEE_5_NEW 2.599
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.203
+score AMAZON_IMG_NOT_RCVD_AMZN 2.201
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.417
-score BITCOIN_DEADLINE 2.999
+score BIGNUM_EMAILS_FREEM 2.458
+score BITCOIN_DEADLINE 3.000
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALWARE 1.913
-score BITCOIN_SPAM_02 2.295
+score BITCOIN_MALWARE 3.495
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 0.001
-score BITCOIN_SPAM_05 1.551
+score BITCOIN_SPAM_05 1.836
score BITCOIN_SPAM_07 0.001
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 0.001
+score BITCOIN_VISTA 0.001 # force non-zero
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.999
+score BITCOIN_YOUR_INFO 3.000
score BODY_URI_ONLY 0.001
score BOGUS_MIME_VERSION 0.001
-score BOGUS_MSM_HDRS 1.164
-score CK_HELO_GENERIC 0.250
-score CONTENT_AFTER_HTML_WEAK 1.499
-score CTE_8BIT_MISMATCH 0.261
+score BOGUS_MSM_HDRS 0.219
+score CK_HELO_GENERIC 0.249
+score CONTENT_AFTER_HTML_WEAK 1.500
+score CTE_8BIT_MISMATCH 0.255
score DEAR_BENEFICIARY 0.001
score DKIMWL_WL_HIGH -0.144
score DKIMWL_WL_MED -0.001 # force non-zero
@@ -48,202 +48,204 @@ score DKIMWL_WL_MEDHI -0.
score DOS_BODY_HIGH_NO_MID 3.699
score DSN_NO_MIMEVERSION 1.999
score DYNAMIC_IMGUR 3.999
-score ENCRYPTED_MESSAGE -1.000
-score END_FUTURE_EMAILS 2.455
+score ENCRYPTED_MESSAGE -0.999
+score END_FUTURE_EMAILS 2.454
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FAKE_REPLY_A1 1.293
-score FBI_MONEY 0.839
-score FBI_SPOOF 1.999
+score FAKE_REPLY_A1 2.171
+score FBI_MONEY 0.001
+score FBI_SPOOF 1.160
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 3.499
-score FONT_INVIS_HTML_NOHTML 2.907
-score FONT_INVIS_LONG_LINE 2.951
-score FONT_INVIS_MSGID 1.388
-score FONT_INVIS_NORDNS 0.339
-score FONT_INVIS_POSTEXTRAS 2.875
-score FORGED_SPF_HELO 2.416
-score FORM_FRAUD 0.999
+score FONT_INVIS_HTML_NOHTML 2.548
+score FONT_INVIS_LONG_LINE 2.527
+score FONT_INVIS_MSGID 1.915
+score FONT_INVIS_NORDNS 0.612
+score FONT_INVIS_POSTEXTRAS 2.872
+score FORGED_SPF_HELO 2.418
+score FORM_FRAUD 0.358
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FOUND_YOU 0.136
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FOUND_YOU 1.597
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROM_ADDR_WS 0.001
score FROM_BANK_NOAUTH 0.999
score FROM_FMBLA_NEWDOM 0.001
-score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.999
-score FROM_GOV_REPLYTO_FREEMAIL 1.348
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.001
+score FROM_GOV_REPLYTO_FREEMAIL 1.071
score FROM_GOV_SPOOF 0.999
-score FROM_IN_TO_AND_SUBJ 1.799
+score FROM_IN_TO_AND_SUBJ 1.267
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.803
+score FROM_MISSP_DYNIP 0.958
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.018
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_PHISH 2.773
+score FROM_MISSP_FREEMAIL 2.021
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 2.458
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.955
+score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
+score FROM_MISSP_TO_UNDISC 0.671
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_LINKBAIT 0.258
-score FROM_NTLD_REPLY_FREEMAIL 0.868
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_LINKBAIT 1.059
+score FROM_NTLD_REPLY_FREEMAIL 1.793
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.199
-score FROM_WSP_TRAIL 1.388
+score FROM_WSP_TRAIL 1.399
score FSL_BULK_SIG 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.015
-score FUZZY_BITCOIN 1.701
+score FUZZY_AMAZON 0.778
+score FUZZY_BITCOIN 1.444
score FUZZY_IMPORTANT 2.199
score FUZZY_WALLET 0.001
score GB_BITCOIN_NH 2.999
score GB_CUSTOM_HTM_URI 1.499
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_HASHBL_BTC 1.429
-score GOOG_MALWARE_DNLD 2.096
-score GOOG_STO_EMAIL_PHISH 2.569
-score GOOG_STO_IMG_HTML 2.226
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
+score GB_HASHBL_BTC 1.370
+score GOOG_MALWARE_DNLD 2.785
+score GOOG_STO_EMAIL_PHISH 1.644
+score GOOG_STO_IMG_HTML 2.222
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_NO_RELAY 0.621
-score HDRS_MISSP 2.499
+score HAS_X_NO_RELAY 2.225
+score HDRS_MISSP 2.500
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.001 # force non-zero
-score HELO_NO_DOMAIN 0.457
-score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.810
-score HK_NAME_MR_MRS 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 3.260
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001
+score HELO_NO_DOMAIN 0.458
+score HK_LOTTO 1.000
+score HK_NAME_FM_MR_MRS 0.881
+score HK_NAME_MR_MRS 0.001 # force non-zero
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.001
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.440
+score HOSTED_IMG_DIRECT_MX 0.001
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 1.082
+score HREF_EMPTY_NORDNS 0.899
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
-score HTML_SINGLET_MANY 2.355
-score HTML_TEXT_INVISIBLE_FONT 0.952
+score HTML_SINGLET_MANY 1.311
+score HTML_TEXT_INVISIBLE_FONT 0.001
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score IMG_DIRECT_TO_MX 1.024
+score IMG_DIRECT_TO_MX 1.027
+score IMG_ONLY_FM_DOM_INFO 1.777
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.261
-score LONG_HEX_URI 1.039
-score LONG_IMG_URI 2.016
-score LONG_INVISIBLE_TEXT 1.784
+score LONG_HEX_URI 1.038
+score LONG_IMG_URI 1.434
+score LONG_INVISIBLE_TEXT 2.208
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.170
+score LOTTO_AGENT 1.006
score LOTTO_DEPT 0.001
-score MALFORMED_FREEMAIL 2.451
-score MALWARE_NORDNS 0.535
-score MALWARE_PASSWORD 2.580
+score MALFORMED_FREEMAIL 2.454
+score MALWARE_NORDNS 2.067
+score MALWARE_PASSWORD 0.001
score MILLION_HUNDRED 2.699
-score MILLION_USD 0.415
+score MILLION_USD 0.210
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MIXED_CENTER_CASE 2.499
score MIXED_ES 2.399
-score MIXED_HREF_CASE 0.724
+score MIXED_HREF_CASE 0.551
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 0.001
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 0.001 # force non-zero
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.753
-score MSM_PRIO_REPTO 2.500
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.499
+score MONEY_NOHTML 1.980
+score MSM_PRIO_REPTO 2.499
+score NA_DOLLARS 1.500
+score NICE_REPLY_A -2.068
score NOT_SPAM 2.399
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 2.653
-score ODD_FREEM_REPTO 1.399
+score OBFU_BITCOIN 2.453
+score ODD_FREEM_REPTO 1.396
score PDS_BAD_THREAD_QP_64 0.001
score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.617
+score PDS_BTC_NTLD 1.907
score PDS_DBL_URL_TNB_RUNON 0.001
-score PDS_FROM_2_EMAILS 3.224
-score PDS_HELO_SPF_FAIL 1.343
+score PDS_FROM_2_EMAILS 3.220
+score PDS_HELO_SPF_FAIL 1.620
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_OTHER_BAD_TLD 1.543
+score PDS_OTHER_BAD_TLD 1.541
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PHISH_ATTACH 0.001
-score PHP_ORIG_SCRIPT 2.377
-score PHP_SCRIPT 2.499
+score PHISH_ATTACH 0.736
+score PHP_ORIG_SCRIPT 2.373
+score PHP_SCRIPT 2.500
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_HEADER_MANY 2.999
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RCVD_IN_MSPIKE_H2 -0.001
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 2.570
+score REPTO_419_FRAUD_GM 2.721
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_419_FRAUD_OL 2.195
+score REPTO_419_FRAUD_OL 2.703
score SCC_BOGUS_CTE_1 2.499
-score SCC_CANSPAM_2 2.215
+score SCC_CANSPAM_2 2.371
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 1.359
-score SERGIO_SUBJECT_VIAGRA01 2.199
+score SCC_SPAMMER_ADDR_2 1.559
+score SERGIO_SUBJECT_VIAGRA01 2.099
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.917
+score SHORTENER_SHORT_IMG 2.097
score SHORT_IMG_SUSP_NTLD 0.001
-score SHORT_SHORTNER 0.581
+score SHORT_SHORTNER 0.001
score SHY_OBFU_EXPIRE 0.001
-score SPOOFED_FREEMAIL 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.001 # force non-zero
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.500
-score SPOOF_GMAIL_MID 0.830
-score STATIC_XPRIO_OLE 0.760
+score SPOOF_GMAIL_MID 0.824
+score STATIC_XPRIO_OLE 0.766
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score THIS_AD 0.999
-score THIS_IS_ADV_SUSP_NTLD 1.283
+score THIS_IS_ADV_SUSP_NTLD 0.937
score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_HTML_ONLY 1.163
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 1.225
+score TO_EQ_FM_SPF_FAIL 0.816
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 1.777
-score TO_NO_BRKTS_FROM_MSSP 0.773
+score TO_NAME_SUBJ_NO_RDNS 2.606
+score TO_NO_BRKTS_FROM_MSSP 0.618
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_HTML_ONLY 2.000
score TO_NO_BRKTS_NORDNS_HTML 0.001
-score TO_NO_BRKTS_PCNT 2.396
+score TO_NO_BRKTS_PCNT 2.399
score TVD_SPACE_ENCODED 2.499
score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
-score UNDISC_FREEM 2.349
-score UNDISC_MONEY 1.485
+score UNDISC_FREEM 2.348
+score UNDISC_MONEY 1.259
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URIBL_CT_SURBL 1.999
-score URI_CLOUDFLAREIPFS 0.892
+score URI_CLOUDFLAREIPFS 0.557
score URI_GOOGDRAWPREVIEW 0.001
score URI_GOOGDRAWPREVIEW_MINFP 2.999
score URI_GOOGLE_PROXY 2.199
-score URI_GOOG_STO_SPAMMY 3.000
-score URI_GOOG_STO_SUBD_SPAMMY 2.031
-score URI_IMG_CWINDOWSNET 0.801
-score URI_PHISH 3.016
-score URI_PHP_REDIR 0.161
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_GOOG_STO_SUBD_SPAMMY 1.355
+score URI_IMG_CWINDOWSNET 0.800
+score URI_PHISH 2.716
+score URI_PHP_REDIR 0.166
score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 1.672
+score URI_WP_DIRINDEX 1.247
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.172
-score VFY_ACCT_NORDNS 0.223
+score URI_WP_HACKED_2 1.755
+score VFY_ACCT_NORDNS 0.404
score VISTA_COST 2.499
-score VISTA_TONOM_EQ_TOLOC 1.228
-score WORD_INVIS_MANY 0.573
-score XFER_LOTSA_MONEY 0.001 # force non-zero
+score VISTA_TONOM_EQ_TOLOC 1.070
+score WORD_INVIS_MANY 0.997
+score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
score XPRIO 0.001
score XPRIO_VISTA 0.001
@@ -323,7 +325,6 @@ score HTML_BADATTR 1.0
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_OFF_PAGE 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
-score IMG_ONLY_FM_DOM_INFO 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1919791&r1=1919790&r2=1919791&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Aug 10 02:46:01 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 217097 32.636% (98.676% of non-spam corpus)
-# Correctly spam: 319411 48.017% (71.746% of spam corpus)
-# False positives: 2912 0.438% (1.324% of nonspam, 210275 weighted)
-# False negatives: 125785 18.909% (28.254% of spam, 317939 weighted)
+# Correctly non-spam: 210544 32.158% (98.718% of non-spam corpus)
+# Correctly spam: 318857 48.701% (72.231% of spam corpus)
+# False positives: 2735 0.418% (1.282% of nonspam, 204180 weighted)
+# False negatives: 122583 18.723% (27.769% of spam, 311027 weighted)
# Average score for spam: 8.3 nonspam: 0.8
-# Average for false-pos: 7.1 false-neg: 2.5
-# TOTAL: 665205 100.00%
+# Average for false-pos: 7.2 false-neg: 2.5
+# TOTAL: 654719 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 27133 98.59%
-# Correctly spam: 40082 72.22%
-# False positives: 388 1.41%
-# False negatives: 15417 27.78%
-# TCR(l=50): 1.594020 SpamRecall: 72.221% SpamPrec: 99.041%
+# Correctly non-spam: 26337 98.64%
+# Correctly spam: 40162 72.97%
+# False positives: 362 1.36%
+# False negatives: 14879 27.03%
+# TCR(l=50): 1.668971 SpamRecall: 72.967% SpamPrec: 99.107%
##### 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: 212392 96.54%
-# Correctly spam: 189676 42.61%
-# False positives: 7617 3.46%
-# False negatives: 255520 57.39%
-# TCR(l=50): 0.699587 SpamRecall: 42.605% SpamPrec: 96.139%
+# Correctly non-spam: 205575 96.39%
+# Correctly spam: 189298 42.88%
+# False positives: 7704 3.61%
+# False negatives: 252142 57.12%
+# TCR(l=50): 0.692627 SpamRecall: 42.882% SpamPrec: 96.089%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 26563 96.52%
-# Correctly spam: 23740 42.78%
-# False positives: 958 3.48%
-# False negatives: 31759 57.22%
-# TCR(l=50): 0.696707 SpamRecall: 42.776% SpamPrec: 96.121%
+# Correctly non-spam: 25765 96.50%
+# Correctly spam: 23895 43.41%
+# False positives: 934 3.50%
+# False negatives: 31146 56.59%
+# TCR(l=50): 0.707050 SpamRecall: 43.413% SpamPrec: 96.238%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1919791&r1=1919790&r2=1919791&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Aug 10 02:46:01 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 181753 33.726% (98.974% of non-spam corpus)
-# Correctly spam: 299917 55.653% (84.419% of spam corpus)
-# False positives: 1884 0.350% (1.026% of nonspam, 342258 weighted)
-# False negatives: 55356 10.272% (15.581% of spam, 114064 weighted)
+# Correctly non-spam: 182134 33.797% (99.182% of non-spam corpus)
+# Correctly spam: 300096 55.686% (84.469% of spam corpus)
+# False positives: 1503 0.279% (0.818% of nonspam, 305016 weighted)
+# False negatives: 55176 10.238% (15.531% of spam, 113281 weighted)
# Average score for spam: 11.9 nonspam: -0.4
-# Average for false-pos: 9.4 false-neg: 2.1
-# TOTAL: 538910 100.00%
+# Average for false-pos: 10.5 false-neg: 2.1
+# TOTAL: 538909 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 22789 98.80%
-# Correctly spam: 37461 84.58%
-# False positives: 276 1.20%
-# False negatives: 6831 15.42%
-# TCR(l=50): 2.146866 SpamRecall: 84.577% SpamPrec: 99.269%
+# Correctly non-spam: 22802 98.86%
+# Correctly spam: 37417 84.48%
+# False positives: 263 1.14%
+# False negatives: 6875 15.52%
+# TCR(l=50): 2.211835 SpamRecall: 84.478% SpamPrec: 99.302%
##### 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: 182434 99.34%
-# Correctly spam: 197770 55.67%
+# Correctly spam: 197750 55.66%
# False positives: 1203 0.66%
-# False negatives: 157503 44.33%
-# TCR(l=50): 1.632291 SpamRecall: 55.667% SpamPrec: 99.395%
+# False negatives: 157522 44.34%
+# TCR(l=50): 1.632144 SpamRecall: 55.662% SpamPrec: 99.395%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 22905 99.31%
-# Correctly spam: 24711 55.79%
+# Correctly spam: 24797 55.99%
# False positives: 160 0.69%
-# False negatives: 19581 44.21%
-# TCR(l=50): 1.605888 SpamRecall: 55.791% SpamPrec: 99.357%
+# False negatives: 19495 44.01%
+# TCR(l=50): 1.610911 SpamRecall: 55.985% SpamPrec: 99.359%