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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/12/05 02:44:17 UTC
svn commit: r1905743 [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=1905743&r1=1905742&r2=1905743&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Dec 5 02:44:16 2022
@@ -5,124 +5,125 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.898
+score ADMITS_SPAM 2.897
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.013
+score ADVANCE_FEE_3_NEW 2.543
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.127
+score ADVANCE_FEE_4_NEW 2.255
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.018
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.942
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
+score AD_PREFS 0.001 # force non-zero
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 2.999
-score BAT_BDRY_TO_MALF 1.764
-score BIGNUM_EMAILS_FREEM 2.645
-score BIGNUM_EMAILS_MANY 0.169
-score BITCOIN_EXTORT_01 1.797
-score BITCOIN_MALF_HTML 1.071
+score BAT_BDRY_TO_MALF 2.499
+score BIGNUM_EMAILS_FREEM 0.817
+score BIGNUM_EMAILS_MANY 2.685
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 1.665
+score BITCOIN_MALF_HTML 1.108
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 1.016
-score BITCOIN_SPAM_02 1.080
-score BITCOIN_SPAM_03 1.989
-score BITCOIN_SPAM_05 1.921
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_XPRIO 0.205
-score BITCOIN_YOUR_INFO 0.676
-score BODY_URI_ONLY 1.956
-score BOGUS_MSM_HDRS 0.494
+score BITCOIN_ONAN 0.730
+score BITCOIN_SPAM_02 1.077
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 2.377
+score BITCOIN_SPAM_09 1.500
+score BITCOIN_XPRIO 0.158
+score BITCOIN_YOUR_INFO 0.943
+score BODY_URI_ONLY 1.952
+score BOGUS_MSM_HDRS 1.929
score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML_WEAK 1.499
-score CTE_8BIT_MISMATCH 0.001
+score CONTENT_AFTER_HTML_WEAK 1.500
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
score DATE_IN_FUTURE_Q_PLUS 2.699
-score DEAR_BENEFICIARY 1.782
+score DEAR_BENEFICIARY 1.681
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.999
-score DX_TEXT_03 1.800
-score ENCRYPTED_MESSAGE -0.216
+score DKIMWL_WL_MEDHI -0.001
+score DX_TEXT_03 1.799
+score ENCRYPTED_MESSAGE -0.451
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 0.397
+score FBI_MONEY 1.458
score FBI_SPOOF 0.001
score FILL_THIS_FORM 1.099
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.176
-score FONT_INVIS_MSGID 1.624
-score FONT_INVIS_NORDNS 2.371
-score FONT_INVIS_POSTEXTRAS 2.179
-score FORGED_SPF_HELO 0.757
-score FORM_FRAUD_5 1.301
-score FREEMAIL_FORGED_FROMDOMAIN 0.129
+score FONT_INVIS_LONG_LINE 2.216
+score FONT_INVIS_MSGID 0.927
+score FONT_INVIS_NORDNS 2.365
+score FONT_INVIS_POSTEXTRAS 2.184
+score FORGED_SPF_HELO 0.755
+score FORM_FRAUD_5 0.063
+score FREEMAIL_FORGED_FROMDOMAIN 0.169
score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM14 0.001
score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.516
-score FROM_MISSPACED 1.999
+score FROM_GOV_DKIM_AU -0.001
+score FROM_MISSPACED 2.000
score FROM_MISSP_DYNIP 2.299
-score FROM_MISSP_EH_MATCH 0.400
-score FROM_MISSP_FREEMAIL 1.020
+score FROM_MISSP_EH_MATCH 0.398
+score FROM_MISSP_FREEMAIL 0.980
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.066
-score FROM_PAYPAL_SPOOF 0.680
+score FROM_MULTI_NORDNS 1.373
+score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.001
-score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_SUSPICIOUS_NTLD_FP 1.999
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
score FUZZY_BITCOIN 0.001
-score FUZZY_IMPORTANT 1.089
-score FUZZY_PORN 1.751
+score FUZZY_IMPORTANT 1.179
+score FUZZY_PORN 1.443
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 2.999
+score GB_BITCOIN_CP 2.775
score GB_BITCOIN_NH 0.001
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.544
-score GB_FREEMAIL_DISPTO 0.317
-score GB_HASHBL_BTC 0.355
+score GB_FAKE_RF_SHORT 1.591
+score GB_FREEMAIL_DISPTO 0.318
+score GB_HASHBL_BTC 0.484
score GB_URI_FLEEK_STO_HTM 0.999
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 2.799
-score GOOG_STO_IMG_NOHTML 2.500
-score GOOG_STO_NOIMG_HTML 2.950
+score GOOG_STO_IMG_NOHTML 2.499
+score GOOG_STO_NOIMG_HTML 2.944
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.500
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_LOTTO 0.706
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.811
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 2.000
+score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.336
+score HOSTED_IMG_FREEM 3.296
score HOSTED_IMG_MULTI_PUB_01 0.001
-score HTML_ENTITY_ASCII 3.000
-score HTML_FONT_TINY_NORDNS 1.352
-score HTML_OFF_PAGE 0.001
+score HTML_ENTITY_ASCII 2.999
+score HTML_FONT_TINY_NORDNS 1.357
+score HTML_OFF_PAGE 0.001 # force non-zero
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 0.926
-score HTML_TEXT_INVISIBLE_STYLE 1.715
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
-score LONGLN_LOW_CONTRAST 2.099
-score LONG_HEX_URI 1.615
+score HTML_TEXT_INVISIBLE_FONT 1.570
+score HTML_TEXT_INVISIBLE_STYLE 1.709
+score JH_SPAMMY_HEADERS 3.500
+score KHOP_HELO_FCRDNS 0.001
+score LONGLN_LOW_CONTRAST 2.098
+score LONG_HEX_URI 1.616
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.271
+score LONG_INVISIBLE_TEXT 2.234
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.657
-score LOTTO_DEPT 1.610
+score LOTTO_AGENT 0.781
+score LOTTO_DEPT 0.804
score MALFORMED_FREEMAIL 2.799
-score MALWARE_NORDNS 1.113
+score MALWARE_NORDNS 0.720
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
@@ -131,84 +132,84 @@ score MIXED_IMG_CASE 2.9
score MONEY_ATM_CARD 2.799
score MONEY_FORM 0.001 # force non-zero
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.500
-score MONEY_FRAUD_5 1.899
+score MONEY_FRAUD_3 2.499
+score MONEY_FRAUD_5 1.747
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.140
-score MONEY_FROM_41 1.999
+score MONEY_FREEMAIL_REPTO 2.085
+score MONEY_FROM_41 1.063
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 0.879
-score NAME_EMAIL_DIFF 0.001
-score NA_DOLLARS 0.692
-score NICE_REPLY_A -0.258
+score MSMAIL_PRI_ABNORMAL 0.364
+score NAME_EMAIL_DIFF 0.001 # force non-zero
+score NA_DOLLARS 0.731
+score NICE_REPLY_A -0.265
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 0.001 # force non-zero
-score NUMBERONLY_BITCOIN_EXP 1.999
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 0.001
+score NUMBERONLY_BITCOIN_EXP 0.652
score OBFU_BITCOIN 0.001
score OBFU_TEXT_ATTACH 1.799
-score ODD_FREEM_REPTO 2.947
+score ODD_FREEM_REPTO 2.934
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_FROM_2_EMAILS 1.540
+score PDS_FROM_2_EMAILS 1.234
score PDS_NAKED_TO_NUMERO 1.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORT_SPOOFED_URL 1.999
score PHP_ORIG_SCRIPT 2.039
-score PHP_SCRIPT 2.499
+score PHP_SCRIPT 2.476
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score SCC_CANSPAM_2 2.699
-score SCC_ISEMM_LID_1A 3.196
+score SCC_CANSPAM_2 2.700
+score SCC_ISEMM_LID_1A 2.102
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.067
-score SERGIO_SUBJECT_VIAGRA01 1.268
+score SENDGRID_REDIR 1.066
+score SERGIO_SUBJECT_VIAGRA01 2.446
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.279
+score SHORTENER_SHORT_IMG 1.153
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 0.001 # force non-zero
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.001
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 0.382
+score STATIC_XPRIO_OLE 0.397
score STOX_BOUND_090909_B 0.001
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 1.799
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001
+score THIS_AD 1.899
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
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 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 2.067
+score TVD_RCVD_SPACE_BRACKET 2.351
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.799
score UNDISC_MONEY 3.099
score UNICODE_OBFU_ASC 2.499
-score URI_DOTEDU 1.580
+score URI_DOTEDU 1.031
score URI_GOOGLE_PROXY 2.099
-score URI_OBFU_DOM 2.399
-score URI_PHISH 3.702
-score URI_TRY_3LD 0.667
-score URI_WPADMIN 2.199
-score URI_WP_HACKED 3.500
-score URI_WP_HACKED_2 2.500
-score VFY_ACCT_NORDNS 1.910
-score WORD_INVIS 0.064
+score URI_OBFU_DOM 2.400
+score URI_PHISH 3.700
+score URI_TRY_3LD 0.670
+score URI_WPADMIN 2.200
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 1.727
+score WORD_INVIS 0.776
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_RANDOM 0.001
+score XM_RANDOM 0.001 # force non-zero
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 1.890
-score XPRIO_URL_SHORTNER 1.000
+score XPRIO_SHORT_SUBJ 1.904
+score XPRIO_URL_SHORTNER 0.999
score YOU_INHERIT 2.299
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -228,7 +229,6 @@ score APP_DEVELOPMENT_FREEM 1.0
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BITCOIN_BOMB 1.000
-score BITCOIN_DEADLINE 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_OBFU_SUBJ 1.000
@@ -249,7 +249,6 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
-score COMPENSATION 1.000
score CONTENT_AFTER_HTML 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BL 1.000
@@ -289,7 +288,6 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1905743&r1=1905742&r2=1905743&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Dec 5 02:44:16 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 292551 67.755% (99.551% of non-spam corpus)
-# Correctly spam: 102101 23.647% (74.036% of spam corpus)
-# False positives: 1318 0.305% (0.448% of nonspam, 18697 weighted)
-# False negatives: 35807 8.293% (25.964% of spam, 53265 weighted)
+# Correctly non-spam: 290451 68.482% (99.559% of non-spam corpus)
+# Correctly spam: 96882 22.843% (73.179% of spam corpus)
+# False positives: 1286 0.303% (0.441% of nonspam, 20023 weighted)
+# False negatives: 35508 8.372% (26.821% of spam, 53012 weighted)
# Average score for spam: 9.4 nonspam: 0.6
-# Average for false-pos: 6.0 false-neg: 1.5
-# TOTAL: 431777 100.00%
+# Average for false-pos: 6.9 false-neg: 1.5
+# TOTAL: 424127 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36524 99.54%
-# Correctly spam: 12898 74.66%
-# False positives: 169 0.46%
-# False negatives: 4377 25.34%
-# TCR(l=50): 1.346769 SpamRecall: 74.663% SpamPrec: 98.707%
+# Correctly non-spam: 36257 99.51%
+# Correctly spam: 12124 72.97%
+# False positives: 180 0.49%
+# False negatives: 4492 27.03%
+# TCR(l=50): 1.231545 SpamRecall: 72.966% SpamPrec: 98.537%
##### 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: 287099 97.70%
-# Correctly spam: 80592 58.44%
-# False positives: 6770 2.30%
-# False negatives: 57316 41.56%
-# TCR(l=50): 0.348414 SpamRecall: 58.439% SpamPrec: 92.251%
+# Correctly non-spam: 285160 97.75%
+# Correctly spam: 75635 57.13%
+# False positives: 6577 2.25%
+# False negatives: 56755 42.87%
+# TCR(l=50): 0.343331 SpamRecall: 57.130% SpamPrec: 92.000%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35847 97.69%
-# Correctly spam: 10084 58.37%
-# False positives: 846 2.31%
-# False negatives: 7191 41.63%
-# TCR(l=50): 0.349053 SpamRecall: 58.373% SpamPrec: 92.260%
+# Correctly non-spam: 35599 97.70%
+# Correctly spam: 9564 57.56%
+# False positives: 838 2.30%
+# False negatives: 7052 42.44%
+# TCR(l=50): 0.339435 SpamRecall: 57.559% SpamPrec: 91.944%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1905743&r1=1905742&r2=1905743&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Dec 5 02:44:16 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 293335 67.681% (99.385% of non-spam corpus)
-# Correctly spam: 106422 24.555% (76.972% of spam corpus)
-# False positives: 1815 0.419% (0.615% of nonspam, 76967 weighted)
-# False negatives: 31838 7.346% (23.028% of spam, 54359 weighted)
-# Average score for spam: 12.8 nonspam: -0.2
-# Average for false-pos: 9.1 false-neg: 1.7
-# TOTAL: 433410 100.00%
+# Correctly non-spam: 293313 67.676% (99.378% of non-spam corpus)
+# Correctly spam: 106440 24.559% (76.986% of spam corpus)
+# False positives: 1837 0.424% (0.622% of nonspam, 77499 weighted)
+# False negatives: 31819 7.342% (23.014% of spam, 54280 weighted)
+# Average score for spam: 12.6 nonspam: -0.3
+# Average for false-pos: 9.0 false-neg: 1.7
+# TOTAL: 433409 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 36630 99.43%
-# Correctly spam: 13546 78.18%
+# Correctly spam: 13542 78.16%
# False positives: 211 0.57%
-# False negatives: 3781 21.82%
-# TCR(l=50): 1.209057 SpamRecall: 78.179% SpamPrec: 98.466%
+# False negatives: 3785 21.84%
+# TCR(l=50): 1.208720 SpamRecall: 78.155% SpamPrec: 98.466%
##### 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: 293635 99.49%
-# Correctly spam: 86981 62.91%
+# Correctly spam: 86984 62.91%
# False positives: 1515 0.51%
-# False negatives: 51279 37.09%
-# TCR(l=50): 1.088413 SpamRecall: 62.911% SpamPrec: 98.288%
+# False negatives: 51275 37.09%
+# TCR(l=50): 1.088439 SpamRecall: 62.914% SpamPrec: 98.288%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 36659 99.51%
-# Correctly spam: 11085 63.98%
+# Correctly spam: 11066 63.87%
# False positives: 182 0.49%
-# False negatives: 6242 36.02%
-# TCR(l=50): 1.129383 SpamRecall: 63.975% SpamPrec: 98.385%
+# False negatives: 6261 36.13%
+# TCR(l=50): 1.127986 SpamRecall: 63.866% SpamPrec: 98.382%