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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/04/25 02:42:30 UTC
svn commit: r1909387 [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-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1909387&r1=1909386&r2=1909387&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Apr 25 02:42:29 2023
@@ -1,103 +1,103 @@
# Using score set 1 logs for revision 1909347 from:
# ham-net-ena-week0.r1909347.log ham-net-ena-week1.r1909347.log ham-net-ena-week2.r1909347.log ham-net-ena-week3.r1909347.log ham-net-ena-week4.r1909347.log ham-net-giovanni-ham.r1909347.log ham-net-giovanni-spammy.r1909347.log ham-net-giovanni-spam.r1909347.log ham-net-grenier.r1909347.log ham-net-hege.r1909347.log ham-net-jhardin.r1909347.log ham-net-mmiroslaw-mails-ham.r1909347.log ham-net-mmiroslaw-mails-spam.r1909347.log ham-net-spamsponge.r1909347.log ham-net-thendrikx.r1909347.log ham-net-tsz-spam-corpus.r1909347.log spam-net-ena-week0.r1909347.log spam-net-ena-week1.r1909347.log spam-net-ena-week2.r1909347.log spam-net-ena-week3.r1909347.log spam-net-ena-week4.r1909347.log spam-net-giovanni-ham.r1909347.log spam-net-giovanni-spammy.r1909347.log spam-net-giovanni-spam.r1909347.log spam-net-grenier.r1909347.log spam-net-hege.r1909347.log spam-net-jhardin.r1909347.log spam-net-mmiroslaw-mails-ham.r1909347.log spam-net-mmiroslaw-mails-spam.r1909347.log spam-net-spamsponge.r19093
47.log spam-net-thendrikx.r1909347.log spam-net-tsz-spam-corpus.r1909347.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 3.000
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.473
-score ADMITS_SPAM 2.799
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.133
+score AC_HTML_NONSENSE_TAGS 1.472
+score ADMITS_SPAM 2.800
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.201
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.248
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 1.407
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.530
-score ADVANCE_FEE_4_NEW_MONEY 1.037
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.069
+score ADVANCE_FEE_4_NEW 1.405
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.408
+score ADVANCE_FEE_4_NEW_MONEY 2.406
+score ADVANCE_FEE_5_NEW_FRM_MNY 2.399
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 1.847
+score AD_PREFS 0.438
+score AMAZON_IMG_NOT_RCVD_AMZN 1.846
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 1.079
-score BIGNUM_EMAILS_MANY 1.556
-score BITCOIN_DEADLINE 2.440
-score BITCOIN_EXTORT_01 4.999
+score BIGNUM_EMAILS_FREEM 2.545
+score BIGNUM_EMAILS_MANY 1.767
+score BITCOIN_DEADLINE 2.435
+score BITCOIN_EXTORT_01 5.000
score BITCOIN_MALF_HTML 3.500
score BITCOIN_MALWARE 0.001
score BITCOIN_OBFU_SUBJ 3.499
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 0.966
+score BITCOIN_SPAM_05 0.263
score BITCOIN_SPAM_07 3.499
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.281
+score BODY_SINGLE_URI 0.207
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.675
+score BODY_URI_ONLY 1.749
score CK_HELO_GENERIC 0.250
-score CTE_8BIT_MISMATCH 0.036
-score DATE_IN_FUTURE_Q_PLUS 1.948
-score DEAR_BENEFICIARY 1.943
+score COMPENSATION 0.001
+score CTE_8BIT_MISMATCH 0.035
+score DATE_IN_FUTURE_Q_PLUS 2.001
+score DEAR_BENEFICIARY 2.183
score DKIMWL_WL_HIGH -0.171
score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.554
+score DKIMWL_WL_MEDHI -0.400
score DSN_NO_MIMEVERSION 1.999
score DX_TEXT_03 1.899
-score ENCRYPTED_MESSAGE -0.999
+score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.886
-score FONT_INVIS_DIRECT 0.313
-score FONT_INVIS_LONG_LINE 2.755
-score FONT_INVIS_MSGID 1.299
-score FONT_INVIS_POSTEXTRAS 2.787
+score FILL_THIS_FORM 0.882
+score FONT_INVIS_DIRECT 0.250
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 1.306
+score FONT_INVIS_POSTEXTRAS 2.790
score FORGED_SPF_HELO 0.358
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.224
+score FORM_FRAUD_3 0.754
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 2.372
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 1.823
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.001
+score FROM_GOV_DKIM_AU -0.638
score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 1.999
-score FROM_MISSP_EH_MATCH 0.202
+score FROM_MISSP_EH_MATCH 0.203
score FROM_MISSP_FREEMAIL 2.999
score FROM_MISSP_MSFT 3.199
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_USER 1.415
-score FROM_NTLD_LINKBAIT 1.392
-score FROM_NTLD_REPLY_FREEMAIL 0.178
-score FROM_PAYPAL_SPOOF 0.174
+score FROM_MISSP_USER 1.513
+score FROM_NTLD_LINKBAIT 0.490
+score FROM_NTLD_REPLY_FREEMAIL 1.410
+score FROM_PAYPAL_SPOOF 0.516
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_WSP_TRAIL 2.399
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 2.885
-score FSL_HELO_FAKE 3.154
-score FSL_NEW_HELO_USER 1.893
-score FUZZY_AMAZON 0.098
+score FSL_CTYPE_WIN1251 3.235
+score FSL_HELO_FAKE 3.156
+score FSL_NEW_HELO_USER 1.999
+score FUZZY_AMAZON 0.907
score FUZZY_PAYPAL 1.799
score FUZZY_WALLET 0.001
-score GB_BITCOIN_CP 2.591
+score GB_BITCOIN_CP 1.457
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.732
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_GOOGLE_TRANSL 0.594
-score GB_HASHBL_BTC 1.682
-score GOOG_REDIR_NORDNS 2.423
+score GB_FAKE_RF_SHORT 1.846
+score GB_FREEMAIL_DISPTO 0.001
+score GB_GOOGLE_TRANSL 0.588
+score GB_HASHBL_BTC 1.688
+score GOOG_REDIR_NORDNS 2.424
score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE 0.100
-score HDRS_MISSP 1.144
+score HDRS_MISSP 1.698
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.099
-score HK_LOTTO 0.999
+score HELO_NO_DOMAIN 0.101
+score HK_LOTTO 1.000
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.266
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
@@ -106,121 +106,121 @@ score HOSTED_IMG_DIRECT_MX 3.4
score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
score HTML_ENTITY_ASCII_TINY 2.999
-score HTML_TEXT_INVISIBLE_FONT 0.662
-score HTML_TEXT_INVISIBLE_STYLE 1.331
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.399
-score LONG_HEX_URI 0.368
-score LONG_IMG_URI 0.636
-score LONG_INVISIBLE_TEXT 2.232
+score HTML_TEXT_INVISIBLE_FONT 0.087
+score HTML_TEXT_INVISIBLE_STYLE 1.340
+score JH_SPAMMY_HEADERS 3.500
+score KHOP_HELO_FCRDNS 0.400
+score LONG_HEX_URI 0.371
+score LONG_IMG_URI 0.635
+score LONG_INVISIBLE_TEXT 1.982
score LOTS_OF_MONEY 0.010
score MALWARE_NORDNS 0.001
score MALWARE_PASSWORD 0.001
score MALW_ATTACH 2.099
-score MANY_HDRS_LCASE 0.099
-score MANY_SPAN_IN_TEXT 2.999
+score MANY_HDRS_LCASE 0.001
+score MANY_SPAN_IN_TEXT 3.000
score MANY_SUBDOM 2.199
score MILLION_HUNDRED 2.599
score MILLION_USD 1.999
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_ES 1.999
-score MONEY_ATM_CARD 2.090
+score MONEY_ATM_CARD 1.257
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.405
-score MONEY_FRAUD_3 0.166
+score MONEY_FORM_SHORT 2.401
+score MONEY_FRAUD_3 0.515
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.086
+score MONEY_FREEMAIL_REPTO 2.087
score MONEY_FROM_MISSP 0.902
score MSMAIL_PRI_ABNORMAL 1.499
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.194
+score NICE_REPLY_A -1.422
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 1.712
-score NSL_RCVD_HELO_USER 0.853
-score NUMBERONLY_BITCOIN_EXP 1.089
-score OBFU_TEXT_ATTACH 0.725
+score NSL_RCVD_FROM_USER 1.955
+score NSL_RCVD_HELO_USER 2.106
+score NUMBERONLY_BITCOIN_EXP 1.999
+score OBFU_TEXT_ATTACH 0.874
score OBFU_UNSUB_UL 2.899
-score ODD_FREEM_REPTO 2.796
+score ODD_FREEM_REPTO 2.756
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.133
-score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.667
+score PDS_BTC_ID 0.127
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_NTLD 0.759
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.004
+score PDS_FRNOM_TODOM_NAKED_TO 1.426
score PDS_FROM_2_EMAILS_SHRTNER 1.499
-score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_HELO_SPF_FAIL 1.014
-score PDS_NAKED_TO_NUMERO 0.820
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_FROM_NAME_TO_DOMAIN 1.672
+score PDS_HELO_SPF_FAIL 1.318
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.750
score PDS_SHORT_SPOOFED_URL 1.999
-score PHP_ORIG_SCRIPT 0.406
+score PHP_ORIG_SCRIPT 0.308
score PHP_SCRIPT 2.499
-score POSSIBLE_AMAZON_PHISH_02 2.300
+score POSSIBLE_AMAZON_PHISH_02 2.299
score POSSIBLE_GMAIL_PHISHER 2.699
-score PP_MIME_FAKE_ASCII_TEXT 0.383
+score PP_MIME_FAKE_ASCII_TEXT 0.392
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 2.527
+score REPTO_419_FRAUD_GM 1.847
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 1.425
+score RISK_FREE 1.413
score SCC_BODY_SINGLE_WORD 0.001
score SCC_CANSPAM_2 2.699
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.064
-score SERGIO_SUBJECT_VIAGRA01 3.603
-score SHOPIFY_IMG_NOT_RCVD_SFY 0.299
-score SPOOFED_FREEMAIL 0.353
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.500
+score SENDGRID_REDIR 1.068
+score SERGIO_SUBJECT_VIAGRA01 2.310
+score SHOPIFY_IMG_NOT_RCVD_SFY 0.295
+score SPOOFED_FREEMAIL 0.349
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 1.864
-score STOX_BOUND_090909_B 1.851
+score STATIC_XPRIO_OLE 1.861
+score STOX_BOUND_090909_B 1.850
score THIS_AD 1.299
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
+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 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.332
+score TO_NO_BRKTS_NORDNS_HTML 1.328
score TO_NO_BRKTS_PCNT 2.499
score TR_JS_REDIRECTION_0 2.199
-score TVD_DOLLARS_US 2.626
-score TVD_IP_HEX 1.994
-score TVD_IP_SING_HEX 2.110
+score TVD_DOLLARS_US 2.621
+score TVD_IP_HEX 1.630
+score TVD_IP_SING_HEX 1.713
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_ENC_FM_MIME 1.941
+score TVD_SPACE_ENC_FM_MIME 0.001
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.899
score UNDISC_MONEY 3.099
score UNICODE_OBFU_ASC 2.499
score URI_AZURE_CLOUDAPP 2.999
-score URI_BUFFLY 1.977
+score URI_BUFFLY 1.993
score URI_DOTEDU 1.999
-score URI_GIBB_NO_PROTO 2.868
-score URI_GOOGLE_PROXY 2.200
-score URI_HEX_IP 2.499
+score URI_GIBB_NO_PROTO 2.999
+score URI_GOOGLE_PROXY 2.199
+score URI_HEX_IP 1.637
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.624
+score URI_PHISH 3.625
score URI_PHP_REDIR 2.772
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.799
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 0.001
-score WORD_INVIS 0.395
-score WORD_INVIS_MANY 0.989
+score WORD_INVIS 0.389
+score WORD_INVIS_MANY 1.275
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
score XPRIO 1.893
-score YOU_INHERIT 1.142
+score YOU_INHERIT 1.062
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1909387&r1=1909386&r2=1909387&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Apr 25 02:42:29 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 320555 67.161% (99.355% of non-spam corpus)
-# Correctly spam: 92408 19.361% (59.750% of spam corpus)
-# False positives: 2081 0.436% (0.645% of nonspam, 34025 weighted)
-# False negatives: 62251 13.042% (40.250% of spam, 121802 weighted)
+# Correctly non-spam: 320888 67.528% (99.369% of non-spam corpus)
+# Correctly spam: 92818 19.533% (60.957% of spam corpus)
+# False positives: 2037 0.429% (0.631% of nonspam, 30387 weighted)
+# False negatives: 59451 12.511% (39.043% of spam, 116611 weighted)
# Average score for spam: 8.4 nonspam: 0.6
-# Average for false-pos: 6.8 false-neg: 2.0
-# TOTAL: 477295 100.00%
+# Average for false-pos: 6.3 false-neg: 2.0
+# TOTAL: 475194 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39937 99.42%
-# Correctly spam: 11511 59.15%
-# False positives: 234 0.58%
-# False negatives: 7950 40.85%
-# TCR(l=50): 0.990382 SpamRecall: 59.149% SpamPrec: 98.008%
+# Correctly non-spam: 39930 99.32%
+# Correctly spam: 11372 59.39%
+# False positives: 273 0.68%
+# False negatives: 7775 40.61%
+# TCR(l=50): 0.893676 SpamRecall: 59.393% SpamPrec: 97.656%
##### 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: 315335 97.74%
-# Correctly spam: 60444 39.08%
-# False positives: 7301 2.26%
-# False negatives: 94215 60.92%
-# TCR(l=50): 0.336753 SpamRecall: 39.082% SpamPrec: 89.223%
+# Correctly non-spam: 315626 97.74%
+# Correctly spam: 61218 40.20%
+# False positives: 7299 2.26%
+# False negatives: 91051 59.80%
+# TCR(l=50): 0.333923 SpamRecall: 40.204% SpamPrec: 89.347%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39300 97.83%
-# Correctly spam: 7672 39.42%
-# False positives: 871 2.17%
-# False negatives: 11789 60.58%
-# TCR(l=50): 0.351669 SpamRecall: 39.422% SpamPrec: 89.805%
+# Correctly non-spam: 39269 97.68%
+# Correctly spam: 7692 40.17%
+# False positives: 934 2.32%
+# False negatives: 11455 59.83%
+# TCR(l=50): 0.329241 SpamRecall: 40.173% SpamPrec: 89.172%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1909387&r1=1909386&r2=1909387&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Apr 25 02:42:29 2023
@@ -1,10 +1,10 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 198328 56.056% (99.408% of non-spam corpus)
-# Correctly spam: 111328 31.466% (72.154% of spam corpus)
-# False positives: 1182 0.334% (0.592% of nonspam, 70728 weighted)
-# False negatives: 42965 12.144% (27.846% of spam, 85515 weighted)
+# Correctly non-spam: 198327 56.056% (99.407% of non-spam corpus)
+# Correctly spam: 111312 31.462% (72.143% of spam corpus)
+# False positives: 1183 0.334% (0.593% of nonspam, 70756 weighted)
+# False negatives: 42981 12.148% (27.857% of spam, 85508 weighted)
# Average score for spam: 12.5 nonspam: -0.2
# Average for false-pos: 7.7 false-neg: 2.0
# TOTAL: 353803 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24791 99.41%
+# Correctly non-spam: 24789 99.41%
# Correctly spam: 13921 71.73%
-# False positives: 146 0.59%
+# False positives: 148 0.59%
# False negatives: 5487 28.27%
-# TCR(l=50): 1.517792 SpamRecall: 71.728% SpamPrec: 98.962%
+# TCR(l=50): 1.506014 SpamRecall: 71.728% SpamPrec: 98.948%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...