You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/02/09 02:40:54 UTC
svn commit: r1907534 [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=1907534&r1=1907533&r2=1907534&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Feb 9 02:40:53 2023
@@ -3,189 +3,190 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.666
-score AC_HTML_NONSENSE_TAGS 1.999
+score AC_FROM_MANY_DOTS 2.999
+score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 0.001
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.845
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 2.499
-score ADVANCE_FEE_4_NEW 2.599
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.096
-score ADVANCE_FEE_4_NEW_MONEY 2.030
-score ADVANCE_FEE_5_NEW 1.281
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.350
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.069
+score ADVANCE_FEE_3_NEW_MONEY 2.596
+score ADVANCE_FEE_4_NEW 2.596
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.955
+score ADVANCE_FEE_4_NEW_MONEY 2.082
+score ADVANCE_FEE_5_NEW 1.300
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.617
+score ADVANCE_FEE_5_NEW_MONEY 0.643
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 0.754
-score BIGNUM_EMAILS_FREEM 2.455
-score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 0.829
+score AXB_X_FF_SEZ_S 0.752
+score BIGNUM_EMAILS_FREEM 0.618
+score BIGNUM_EMAILS_MANY 2.996
+score BITCOIN_DEADLINE 0.821
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALF_HTML 3.499
-score BITCOIN_MALWARE 1.464
-score BITCOIN_OBFU_SUBJ 1.766
-score BITCOIN_SPAM_02 2.418
-score BITCOIN_SPAM_05 0.879
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_XPRIO 1.495
-score BITCOIN_YOUR_INFO 2.999
-score BODY_URI_ONLY 2.131
-score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML_WEAK 1.500
+score BITCOIN_MALF_HTML 3.496
+score BITCOIN_MALWARE 2.853
+score BITCOIN_OBFU_SUBJ 1.764
+score BITCOIN_SPAM_02 1.682
+score BITCOIN_SPAM_05 0.138
+score BITCOIN_SPAM_09 1.498
+score BITCOIN_XPRIO 1.485
+score BITCOIN_YOUR_INFO 2.996
+score BODY_URI_ONLY 2.129
+score CK_HELO_GENERIC 0.248
+score CONTENT_AFTER_HTML_WEAK 1.498
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.098
-score DEAR_EMAIL_USER 2.399
+score DEAR_BENEFICIARY 2.085
+score DEAR_EMAIL_USER 0.366
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
-score DX_TEXT_03 1.700
+score DX_TEXT_03 1.697
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 1.787
-score FILL_THIS_FORM 0.001 # force non-zero
+score END_FUTURE_EMAILS 1.788
+score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.344
-score FONT_INVIS_POSTEXTRAS 0.596
-score FORGED_SPF_HELO 0.569
+score FONT_INVIS_LONG_LINE 2.996
+score FONT_INVIS_MSGID 2.339
+score FONT_INVIS_POSTEXTRAS 1.012
+score FORGED_SPF_HELO 0.570
score FORM_FRAUD 0.999
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 2.446
-score FROM_ADDR_WS 2.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_2_EMAILS_SHORT 2.330
+score FROM_ADDR_WS 2.996
score FROM_FMBLA_NEWDOM 0.001
score FROM_FMBLA_NEWDOM14 0.001
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.918
-score FROM_MISSP_EH_MATCH 1.999
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.877
+score FROM_MISSP_EH_MATCH 1.997
score FROM_MISSP_SPF_FAIL 1.975
-score FROM_MULTI_NORDNS 0.533
-score FROM_PAYPAL_SPOOF 0.059
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_MULTI_NORDNS 1.031
+score FROM_PAYPAL_SPOOF 0.491
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score FUZZY_IMPORTANT 1.249
-score GB_CUSTOM_HTM_URI 0.036
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 2.576
-score GOOG_REDIR_NORDNS 2.799
-score GOOG_STO_NOIMG_HTML 2.951
-score HAS_X_OUTGOING_SPAM_STAT 0.794
+score FUZZY_IMPORTANT 1.247
+score GB_CUSTOM_HTM_URI 0.827
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_HASHBL_BTC 2.584
+score GOOG_REDIR_NORDNS 2.796
+score GOOG_STO_NOIMG_HTML 2.948
+score HAS_X_OUTGOING_SPAM_STAT 0.798
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
+score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.999
-score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
+score HK_LOTTO 0.998
+score HK_RANDOM_ENVFROM 0.001 # force non-zero
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.216
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.999
+score HOSTED_IMG_FREEM 3.213
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_ENTITY_ASCII 2.996
score HTML_OFF_PAGE 0.001
-score HTML_TAG_BALANCE_CENTER 3.599
-score HTML_TEXT_INVISIBLE_FONT 0.106
-score HTML_TEXT_INVISIBLE_STYLE 3.490
-score JH_SPAMMY_HEADERS 3.499
+score HTML_TAG_BALANCE_CENTER 3.595
+score HTML_TEXT_INVISIBLE_FONT 0.001
+score HTML_TEXT_INVISIBLE_STYLE 3.484
+score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.001 # force non-zero
-score LONG_HEX_URI 2.999
+score LONG_HEX_URI 2.996
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.999
+score LONG_INVISIBLE_TEXT 2.997
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
-score MALWARE_NORDNS 2.009
-score MANY_SPAN_IN_TEXT 2.299
-score MILLION_HUNDRED 1.185
-score MILLION_USD 1.963
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 1.799
-score MIXED_HREF_CASE 1.115
-score MONEY_ATM_CARD 0.001 # force non-zero
+score LOTTO_AGENT 1.498
+score MALWARE_NORDNS 1.418
+score MANY_SPAN_IN_TEXT 2.197
+score MILLION_HUNDRED 1.184
+score MILLION_USD 1.905
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIXED_ES 1.797
+score MIXED_HREF_CASE 0.177
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.499
+score MONEY_FORM_SHORT 2.497
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.210
-score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FRAUD_5 2.092
+score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 0.001
score MSMAIL_PRI_ABNORMAL 1.499
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.146
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -1.148
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001 # force non-zero
-score NUMBERONLY_BITCOIN_EXP 1.999
-score OBFU_TEXT_ATTACH 0.614
-score ODD_FREEM_REPTO 2.709
-score PDS_BAD_THREAD_QP_64 0.051
+score NSL_RCVD_HELO_USER 0.001
+score NUMBERONLY_BITCOIN_EXP 1.019
+score OBFU_TEXT_ATTACH 0.422
+score ODD_FREEM_REPTO 2.733
+score PDS_BAD_THREAD_QP_64 0.052
score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
-score PDS_FROM_2_EMAILS 2.596
-score PDS_HELO_SPF_FAIL 1.999
-score PDS_NAKED_TO_NUMERO 0.515
+score PDS_FROM_2_EMAILS 2.589
+score PDS_HELO_SPF_FAIL 1.997
+score PDS_NAKED_TO_NUMERO 1.997
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.577
+score PDS_SHORT_SPOOFED_URL 1.997
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.575
score PHP_ORIG_SCRIPT 0.001
-score PHP_SCRIPT 2.499
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
+score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001
-score REPTO_419_FRAUD 2.999
-score RISK_FREE 1.151
-score SCC_CANSPAM_1 2.199
-score SCC_ISEMM_LID_1B 0.546
-score SENDGRID_REDIR 1.067
-score SERGIO_SUBJECT_VIAGRA01 3.648
-score SHOPIFY_IMG_NOT_RCVD_SFY 1.282
-score SHORTENED_URL_SRC 2.799
-score SHORT_SHORTNER 0.919
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score REPTO_419_FRAUD 2.996
+score SCC_CANSPAM_1 2.197
+score SCC_ISEMM_LID_1B 0.544
+score SENDGRID_REDIR 1.065
+score SERGIO_SUBJECT_VIAGRA01 3.514
+score SHOPIFY_IMG_NOT_RCVD_SFY 1.278
+score SHORTENED_URL_SRC 2.796
+score SHORT_SHORTNER 0.918
score SPOOFED_FREEMAIL 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.001 # force non-zero
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 0.001 # force non-zero
+score STATIC_XPRIO_OLE 0.001
score STOX_BOUND_090909_B 0.001
-score STY_INVIS_DIRECT 2.499
-score SUSP_UTF8_WORD_SUBJ 2.000
-score THIS_AD 1.399
+score STY_INVIS_DIRECT 2.497
+score SUSP_UTF8_WORD_SUBJ 1.997
+score THIS_AD 1.398
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001
+score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.037
-score TVD_IP_HEX 1.598
-score TVD_IP_OCT 1.556
-score UNDISC_FREEM 2.899
-score UNDISC_MONEY 3.299
-score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 1.999
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.627
-score URI_TRY_3LD 1.167
-score URI_WP_DIRINDEX 2.917
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 3.000
+score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_NORDNS_HTML 1.997
+score TO_NO_BRKTS_PCNT 2.009
+score TVD_IP_HEX 2.852
+score TVD_IP_OCT 3.199
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 0.001
+score UNDISC_FREEM 2.896
+score UNDISC_MONEY 3.296
+score URI_DOTEDU 1.997
+score URI_GOOGLE_PROXY 1.997
+score URI_ONLY_MSGID_MALF 1.168
+score URI_PHISH 3.620
+score URI_TRY_3LD 1.166
+score URI_WP_DIRINDEX 2.910
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.996
score WORD_INVIS 0.001
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.999
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.998
score XM_RANDOM 0.001
-score XM_RECPTID 2.999
+score XM_RECPTID 2.996
score XPRIO 0.001
-score XPRIO_URL_SHORTNER 0.286
-score YOU_INHERIT 1.299
+score XPRIO_URL_SHORTNER 0.999
+score YOU_INHERIT 1.212
score ACCT_PHISHING_MANY 1.000
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -268,10 +269,10 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_HTML 1.000
score GOOG_STO_IMG_NOHTML 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
-score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
score HTML_ENTITY_ASCII_TINY 1.000
@@ -286,6 +287,7 @@ 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 MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1907534&r1=1907533&r2=1907534&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Feb 9 02:40:53 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 303018 75.323% (99.443% of non-spam corpus)
-# Correctly spam: 62763 15.601% (64.322% of spam corpus)
-# False positives: 1696 0.422% (0.557% of nonspam, 18979 weighted)
-# False negatives: 34813 8.654% (35.678% of spam, 45999 weighted)
+# Correctly non-spam: 305338 75.037% (99.468% of non-spam corpus)
+# Correctly spam: 64542 15.861% (64.576% of spam corpus)
+# False positives: 1634 0.402% (0.532% of nonspam, 18862 weighted)
+# False negatives: 35405 8.701% (35.424% of spam, 46859 weighted)
# Average score for spam: 9.2 nonspam: 0.7
-# Average for false-pos: 7.0 false-neg: 1.3
-# TOTAL: 402290 100.00%
+# Average for false-pos: 7.1 false-neg: 1.3
+# TOTAL: 406919 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37810 99.46%
-# Correctly spam: 7949 64.47%
+# Correctly non-spam: 38073 99.46%
+# Correctly spam: 8115 64.27%
# False positives: 205 0.54%
-# False negatives: 4380 35.53%
-# TCR(l=50): 0.842720 SpamRecall: 64.474% SpamPrec: 97.486%
+# False negatives: 4512 35.73%
+# TCR(l=50): 0.855372 SpamRecall: 64.267% SpamPrec: 97.536%
##### 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: 297101 97.50%
-# Correctly spam: 50414 51.67%
-# False positives: 7613 2.50%
-# False negatives: 47162 48.33%
-# TCR(l=50): 0.228081 SpamRecall: 51.666% SpamPrec: 86.880%
+# Correctly non-spam: 299361 97.52%
+# Correctly spam: 51662 51.69%
+# False positives: 7611 2.48%
+# False negatives: 48285 48.31%
+# TCR(l=50): 0.233066 SpamRecall: 51.689% SpamPrec: 87.159%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37077 97.53%
-# Correctly spam: 6361 51.59%
-# False positives: 938 2.47%
-# False negatives: 5968 48.41%
-# TCR(l=50): 0.233203 SpamRecall: 51.594% SpamPrec: 87.149%
+# Correctly non-spam: 37307 97.46%
+# Correctly spam: 6545 51.83%
+# False positives: 971 2.54%
+# False negatives: 6082 48.17%
+# TCR(l=50): 0.231128 SpamRecall: 51.833% SpamPrec: 87.081%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1907534&r1=1907533&r2=1907534&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Feb 9 02:40:53 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 298561 76.113% (99.192% of non-spam corpus)
-# Correctly spam: 60567 15.441% (66.363% of spam corpus)
-# False positives: 2431 0.620% (0.808% of nonspam, 65923 weighted)
-# False negatives: 30699 7.826% (33.637% of spam, 51982 weighted)
+# Correctly non-spam: 298612 76.126% (99.209% of non-spam corpus)
+# Correctly spam: 60533 15.432% (66.326% of spam corpus)
+# False positives: 2380 0.607% (0.791% of nonspam, 65155 weighted)
+# False negatives: 30733 7.835% (33.674% of spam, 52107 weighted)
# Average score for spam: 14.4 nonspam: -0.2
-# Average for false-pos: 8.9 false-neg: 1.7
+# Average for false-pos: 9.0 false-neg: 1.7
# TOTAL: 392258 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37285 99.25%
-# Correctly spam: 7688 66.64%
-# False positives: 281 0.75%
-# False negatives: 3849 33.36%
-# TCR(l=50): 0.644561 SpamRecall: 66.638% SpamPrec: 96.474%
+# Correctly non-spam: 37291 99.27%
+# Correctly spam: 7697 66.72%
+# False positives: 275 0.73%
+# False negatives: 3839 33.28%
+# TCR(l=50): 0.655864 SpamRecall: 66.722% SpamPrec: 96.550%
##### 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: 298730 99.25%
-# Correctly spam: 52644 57.68%
+# Correctly spam: 52648 57.69%
# False positives: 2262 0.75%
-# False negatives: 38622 42.32%
-# TCR(l=50): 0.601534 SpamRecall: 57.682% SpamPrec: 95.880%
+# False negatives: 38618 42.31%
+# TCR(l=50): 0.601550 SpamRecall: 57.686% SpamPrec: 95.881%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 37304 99.30%
-# Correctly spam: 6660 57.73%
+# Correctly spam: 6679 57.90%
# False positives: 262 0.70%
-# False negatives: 4877 42.27%
-# TCR(l=50): 0.641764 SpamRecall: 57.727% SpamPrec: 96.215%
+# False negatives: 4857 42.10%
+# TCR(l=50): 0.642424 SpamRecall: 57.897% SpamPrec: 96.225%