Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1871411&r1=1871410&r2=1871411&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Dec 14 05:24:30 2019
@@ -3,200 +3,200 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.461
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.041
+score AC_FROM_MANY_DOTS 2.602
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.325
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.469
-score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW 2.152
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_MONEY 2.473
+score ADVANCE_FEE_4_NEW 2.153
score ADVANCE_FEE_4_NEW_MONEY 2.799
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.305
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.299
score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.134
-score BITCOIN_DEADLINE 1.264
-score BITCOIN_EXTORT_01 2.197
-score BITCOIN_MALWARE 1.527
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.222
+score BITCOIN_DEADLINE 1.268
+score BITCOIN_EXTORT_01 1.915
+score BITCOIN_MALWARE 2.046
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 1.333
-score BITCOIN_SPAM_07 2.427
-score BITCOIN_SPAM_08 0.205
+score BITCOIN_SPAM_05 1.099
+score BITCOIN_SPAM_07 2.805
+score BITCOIN_SPAM_08 1.086
score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 1.940
-score BODY_SINGLE_WORD 1.176
-score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.966
-score CK_HELO_DYNAMIC_SPLIT_IP 0.578
-score CK_HELO_GENERIC 0.250
-score DEAR_BENEFICIARY 2.899
+score BODY_SINGLE_URI 1.730
+score BODY_SINGLE_WORD 1.389
+score BODY_URI_ONLY 1.000
+score BOGUS_MSM_HDRS 2.999
+score CK_HELO_DYNAMIC_SPLIT_IP 0.574
+score CK_HELO_GENERIC 0.249
+score DEAR_BENEFICIARY 2.799
score DKIMWL_BL 2.999
score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.001
-score DX_TEXT_03 2.400
-score EBAY_IMG_NOT_RCVD_EBAY 2.318
-score END_FUTURE_EMAILS 0.892
-score FILL_THIS_FORM 0.337
-score FORGED_RELAY_MUA_TO_MX 3.396
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.366
+score DX_TEXT_03 2.399
+score EBAY_IMG_NOT_RCVD_EBAY 1.548
+score END_FUTURE_EMAILS 0.950
+score FILL_THIS_FORM 0.336
+score FORGED_RELAY_MUA_TO_MX 3.399
score FORGED_SPF_HELO 1.999
-score FORM_FRAUD 1.000
-score FORM_FRAUD_5 2.533
-score FOUND_YOU 3.249
+score FORM_FRAUD 0.999
+score FORM_FRAUD_5 2.875
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 0.179
-score FROM_2_EMAILS_SHORT 0.668
-score FROM_ADDR_WS 0.358
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 0.999
+score FROMSPACE 0.177
+score FROM_2_EMAILS_SHORT 0.603
+score FROM_ADDR_WS 0.262
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_FMBLA_NEWDOM28 0.800
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 3.764
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 1.604
-score FROM_MISSP_MSFT 1.814
-score FROM_MISSP_REPLYTO 2.302
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 0.755
-score FROM_MISSP_USER 0.529
-score FROM_MISSP_XPRIO 2.470
-score FROM_NTLD_LINKBAIT 1.999
-score FROM_NTLD_REPLY_FREEMAIL 0.937
+score FROM_MISSP_DYNIP 3.769
+score FROM_MISSP_EH_MATCH 1.227
+score FROM_MISSP_FREEMAIL 1.545
+score FROM_MISSP_MSFT 0.384
+score FROM_MISSP_REPLYTO 2.362
+score FROM_MISSP_SPF_FAIL 1.545
+score FROM_MISSP_TO_UNDISC 0.375
+score FROM_MISSP_USER 2.156
+score FROM_MISSP_XPRIO 2.463
+score FROM_NTLD_LINKBAIT 0.560
+score FROM_NTLD_REPLY_FREEMAIL 0.200
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 2.000
-score FROM_WORDY 2.036
-score FSL_BULK_SIG 0.130
-score FSL_CTYPE_WIN1251 2.938
-score FSL_NEW_HELO_USER 1.978
-score FSL_THIS_IS_ADV 2.917
-score FUZZY_CLICK_HERE 1.308
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WORDY 1.891
+score FSL_BULK_SIG 0.129
+score FSL_CTYPE_WIN1251 1.116
+score FSL_NEW_HELO_USER 2.000
+score FSL_THIS_IS_ADV 2.766
+score FUZZY_CLICK_HERE 1.882
score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 2.999
score GB_FREEMAIL_DISPTO 0.001
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.955
-score HK_NAME_MR_MRS 1.000
+score HDR_ORDER_FTSDMCXX_NORDNS 3.500
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.250
+score HELO_NO_DOMAIN 0.906
+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_RCVD_IP_MULTICAST 0.486
-score HK_SCAM 2.000
-score HOSTED_IMG_DIRECT_MX 0.998
+score HK_RCVD_IP_MULTICAST 0.485
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 2.685
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 1.463
+score HOSTED_IMG_MULTI 1.073
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.270
-score HTML_TEXT_INVISIBLE_STYLE 1.830
-score IMG_ONLY_FM_DOM_INFO 2.500
+score HTML_SINGLET_MANY 2.336
+score HTML_TEXT_INVISIBLE_STYLE 1.973
+score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 1.209
+score KHOP_FAKE_EBAY 0.050
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.001
-score LITECOIN_EXTORT_01 2.737
+score LIST_PRTL_SAME_USER 0.107
+score LITECOIN_EXTORT_01 2.973
score LONG_HEX_URI 2.295
-score LONG_IMG_URI 1.038
+score LONG_IMG_URI 1.042
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 0.868
-score MALWARE_NORDNS 1.066
-score MALWARE_PASSWORD 2.868
+score MALF_HTML_B64 1.040
+score MALWARE_NORDNS 1.333
+score MALWARE_PASSWORD 3.170
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.700
+score MILLION_HUNDRED 2.699
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.500
-score MONEY_ATM_CARD 2.700
+score MIXED_ES 2.499
+score MONEY_ATM_CARD 2.699
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.420
-score MONEY_FRAUD_3 1.040
+score MONEY_FORM_SHORT 2.238
+score MONEY_FRAUD_3 1.039
score MONEY_FRAUD_5 2.899
score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 2.000
+score MONEY_FROM_MISSP 1.999
score MSM_PRIO_REPTO 2.499
-score NORDNS_LOW_CONTRAST 1.882
-score NO_FM_NAME_IP_HOSTN 0.170
-score NSL_RCVD_FROM_USER 0.922
-score NSL_RCVD_HELO_USER 1.372
-score NUMBEREND_LINKBAIT 0.585
-score NUMBERONLY_BITCOIN_EXP 1.798
-score OBFU_BITCOIN 2.787
+score NORDNS_LOW_CONTRAST 1.740
+score NO_FM_NAME_IP_HOSTN 0.167
+score NSL_RCVD_FROM_USER 2.022
+score NSL_RCVD_HELO_USER 1.512
+score NUMBEREND_LINKBAIT 0.253
+score NUMBERONLY_BITCOIN_EXP 0.579
+score OBFU_BITCOIN 2.999
score ONLINE_MKTG_CNSLT 2.899
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.999
+score PDS_BTC_MSGID 1.000
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 1.448
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
-score PDS_LTC_AHACKER 1.392
+score PDS_HP_HELO_NORDNS 0.001
+score PDS_LTC_AHACKER 2.332
score PDS_LTC_CP 2.999
-score PDS_LTC_HUSH 1.767
score PDS_NAKED_TO_NUMERO 1.999
score PDS_PHPEXP_BOT 1.499
-score PDS_PHPE_URISHORTENER 1.999
-score PDS_PHP_EVAL 1.499
+score PDS_PHPE_URISHORTENER 2.000
+score PDS_PHP_EVAL 1.500
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.841
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.492
+score RDNS_NUM_TLD_XM 1.225
score SERGIO_SUBJECT_PORN014 2.899
-score SERGIO_SUBJECT_VIAGRA01 1.223
-score SHORTENER_SHORT_IMG 1.853
-score SHORT_IMG_SUSP_NTLD 0.943
-score SHORT_SHORTNER 2.000
-score SINGLETS_LOW_CONTRAST 0.769
+score SERGIO_SUBJECT_VIAGRA01 1.324
+score SHORTENER_SHORT_IMG 1.754
+score SHORT_IMG_SUSP_NTLD 0.823
+score SHORT_SHORTNER 1.999
+score SINGLETS_LOW_CONTRAST 0.703
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.999
+score SPOOFED_FREEM_REPTO 2.004
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_FEW 0.749
score SUBJ_OBFU_PUNCT_MANY 1.749
-score THIS_AD 1.999
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.315
+score THIS_AD 2.099
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.316
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.100
+score TO_EQ_FM_DOM_HTML_ONLY 0.250
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.186
+score TO_EQ_FM_HTML_ONLY 0.904
score TO_EQ_FM_SPF_FAIL 1.828
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.269
-score TO_NO_BRKTS_DYNIP 3.436
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.268
+score TO_NO_BRKTS_DYNIP 3.435
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.992
+score TO_NO_BRKTS_HTML_IMG 0.980
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.741
+score TO_NO_BRKTS_NORDNS_HTML 1.647
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_OCT 1.235
+score TVD_IP_OCT 0.416
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
score UPGRADE_MAILBOX 0.001
-score URI_GOOGLE_PROXY 2.399
+score URI_GOOGLE_PROXY 2.299
score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 3.792
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 2.448
-score URI_WP_HACKED 2.984
+score URI_WP_HACKED 2.982
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.003
+score XPRIO_URL_SHORTNER 0.001
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -235,6 +235,7 @@ score ENCRYPTED_MESSAGE -1.
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FORM_LOW_CONTRAST 1.000
+score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_BANK_NOAUTH 1.000
@@ -255,7 +256,6 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
-score HK_LOTTO 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
@@ -294,7 +294,6 @@ score URI_DATA 1.0
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_OPTOUT_3LD 1.000
-score URI_PHISH 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1871411&r1=1871410&r2=1871411&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Dec 14 05:24:30 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 621657 50.942% (99.560% of non-spam corpus)
-# Correctly spam: 457619 37.499% (76.791% of spam corpus)
-# False positives: 2749 0.225% (0.440% of nonspam, 76402 weighted)
-# False negatives: 138310 11.334% (23.209% of spam, 280211 weighted)
-# Average score for spam: 9.9 nonspam: 0.6
-# Average for false-pos: 5.8 false-neg: 2.0
-# TOTAL: 1220335 100.00%
+# Correctly non-spam: 619338 51.404% (99.542% of non-spam corpus)
+# Correctly spam: 449193 37.282% (77.093% of spam corpus)
+# False positives: 2848 0.236% (0.458% of nonspam, 76821 weighted)
+# False negatives: 133472 11.078% (22.907% of spam, 273936 weighted)
+# Average score for spam: 9.5 nonspam: 0.6
+# Average for false-pos: 5.8 false-neg: 2.1
+# TOTAL: 1204851 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77607 99.53%
-# Correctly spam: 57011 76.59%
-# False positives: 368 0.47%
-# False negatives: 17430 23.41%
-# TCR(l=50): 2.077617 SpamRecall: 76.585% SpamPrec: 99.359%
+# Correctly non-spam: 77318 99.52%
+# Correctly spam: 56141 77.23%
+# False positives: 375 0.48%
+# False negatives: 16555 22.77%
+# TCR(l=50): 2.059085 SpamRecall: 77.227% SpamPrec: 99.336%
##### 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: 611351 97.91%
-# Correctly spam: 222532 37.34%
-# False positives: 13055 2.09%
-# False negatives: 373397 62.66%
-# TCR(l=50): 0.580744 SpamRecall: 37.342% SpamPrec: 94.459%
+# Correctly non-spam: 609632 97.98%
+# Correctly spam: 222032 38.11%
+# False positives: 12554 2.02%
+# False negatives: 360633 61.89%
+# TCR(l=50): 0.589543 SpamRecall: 38.106% SpamPrec: 94.648%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 76341 97.90%
-# Correctly spam: 27733 37.26%
-# False positives: 1634 2.10%
-# False negatives: 46708 62.74%
-# TCR(l=50): 0.579722 SpamRecall: 37.255% SpamPrec: 94.436%
+# Correctly non-spam: 76139 98.00%
+# Correctly spam: 27796 38.24%
+# False positives: 1554 2.00%
+# False negatives: 44900 61.76%
+# TCR(l=50): 0.592953 SpamRecall: 38.236% SpamPrec: 94.705%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1871411&r1=1871410&r2=1871411&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Dec 14 05:24:30 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 641247 47.917% (99.840% of non-spam corpus)
-# Correctly spam: 627874 46.917% (90.215% of spam corpus)
-# False positives: 1030 0.077% (0.160% of nonspam, 75796 weighted)
-# False negatives: 68104 5.089% (9.785% of spam, 129338 weighted)
+# Correctly non-spam: 641241 47.918% (99.839% of non-spam corpus)
+# Correctly spam: 627742 46.910% (90.203% of spam corpus)
+# False positives: 1036 0.077% (0.161% of nonspam, 76095 weighted)
+# False negatives: 68179 5.095% (9.797% of spam, 129515 weighted)
# Average score for spam: 15.6 nonspam: -2.4
# Average for false-pos: 6.8 false-neg: 1.9
-# TOTAL: 1338255 100.00%
+# TOTAL: 1338198 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 79995 99.82%
-# Correctly spam: 78311 90.22%
-# False positives: 145 0.18%
-# False negatives: 8489 9.78%
-# TCR(l=50): 5.514963 SpamRecall: 90.220% SpamPrec: 99.815%
+# Correctly non-spam: 80008 99.84%
+# Correctly spam: 78323 90.24%
+# False positives: 132 0.16%
+# False negatives: 8469 9.76%
+# TCR(l=50): 5.759639 SpamRecall: 90.242% SpamPrec: 99.832%
##### 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: 640274 99.69%
-# Correctly spam: 465419 66.87%
+# Correctly spam: 465185 66.84%
# False positives: 2003 0.31%
-# False negatives: 230559 33.13%
-# TCR(l=50): 2.104503 SpamRecall: 66.873% SpamPrec: 99.571%
+# False negatives: 230736 33.16%
+# TCR(l=50): 2.103205 SpamRecall: 66.845% SpamPrec: 99.571%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 79875 99.67%
-# Correctly spam: 58140 66.98%
+# Correctly spam: 58066 66.90%
# False positives: 265 0.33%
-# False negatives: 28660 33.02%
-# TCR(l=50): 2.071105 SpamRecall: 66.982% SpamPrec: 99.546%
+# False negatives: 28726 33.10%
+# TCR(l=50): 2.067658 SpamRecall: 66.902% SpamPrec: 99.546%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1871411&r1=1871410&r2=1871411&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Dec 14 05:24:30 2019
@@ -3,200 +3,200 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.461
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.041
+score AC_FROM_MANY_DOTS 2.602
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.325
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.469
-score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW 2.152
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_MONEY 2.473
+score ADVANCE_FEE_4_NEW 2.153
score ADVANCE_FEE_4_NEW_MONEY 2.799
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.305
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.299
score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.134
-score BITCOIN_DEADLINE 1.264
-score BITCOIN_EXTORT_01 2.197
-score BITCOIN_MALWARE 1.527
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.222
+score BITCOIN_DEADLINE 1.268
+score BITCOIN_EXTORT_01 1.915
+score BITCOIN_MALWARE 2.046
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 1.333
-score BITCOIN_SPAM_07 2.427
-score BITCOIN_SPAM_08 0.205
+score BITCOIN_SPAM_05 1.099
+score BITCOIN_SPAM_07 2.805
+score BITCOIN_SPAM_08 1.086
score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 1.940
-score BODY_SINGLE_WORD 1.176
-score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.966
-score CK_HELO_DYNAMIC_SPLIT_IP 0.578
-score CK_HELO_GENERIC 0.250
-score DEAR_BENEFICIARY 2.899
+score BODY_SINGLE_URI 1.730
+score BODY_SINGLE_WORD 1.389
+score BODY_URI_ONLY 1.000
+score BOGUS_MSM_HDRS 2.999
+score CK_HELO_DYNAMIC_SPLIT_IP 0.574
+score CK_HELO_GENERIC 0.249
+score DEAR_BENEFICIARY 2.799
score DKIMWL_BL 2.999
score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.001
-score DX_TEXT_03 2.400
-score EBAY_IMG_NOT_RCVD_EBAY 2.318
-score END_FUTURE_EMAILS 0.892
-score FILL_THIS_FORM 0.337
-score FORGED_RELAY_MUA_TO_MX 3.396
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.366
+score DX_TEXT_03 2.399
+score EBAY_IMG_NOT_RCVD_EBAY 1.548
+score END_FUTURE_EMAILS 0.950
+score FILL_THIS_FORM 0.336
+score FORGED_RELAY_MUA_TO_MX 3.399
score FORGED_SPF_HELO 1.999
-score FORM_FRAUD 1.000
-score FORM_FRAUD_5 2.533
-score FOUND_YOU 3.249
+score FORM_FRAUD 0.999
+score FORM_FRAUD_5 2.875
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 0.179
-score FROM_2_EMAILS_SHORT 0.668
-score FROM_ADDR_WS 0.358
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 0.999
+score FROMSPACE 0.177
+score FROM_2_EMAILS_SHORT 0.603
+score FROM_ADDR_WS 0.262
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_FMBLA_NEWDOM28 0.800
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 3.764
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 1.604
-score FROM_MISSP_MSFT 1.814
-score FROM_MISSP_REPLYTO 2.302
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 0.755
-score FROM_MISSP_USER 0.529
-score FROM_MISSP_XPRIO 2.470
-score FROM_NTLD_LINKBAIT 1.999
-score FROM_NTLD_REPLY_FREEMAIL 0.937
+score FROM_MISSP_DYNIP 3.769
+score FROM_MISSP_EH_MATCH 1.227
+score FROM_MISSP_FREEMAIL 1.545
+score FROM_MISSP_MSFT 0.384
+score FROM_MISSP_REPLYTO 2.362
+score FROM_MISSP_SPF_FAIL 1.545
+score FROM_MISSP_TO_UNDISC 0.375
+score FROM_MISSP_USER 2.156
+score FROM_MISSP_XPRIO 2.463
+score FROM_NTLD_LINKBAIT 0.560
+score FROM_NTLD_REPLY_FREEMAIL 0.200
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 2.000
-score FROM_WORDY 2.036
-score FSL_BULK_SIG 0.130
-score FSL_CTYPE_WIN1251 2.938
-score FSL_NEW_HELO_USER 1.978
-score FSL_THIS_IS_ADV 2.917
-score FUZZY_CLICK_HERE 1.308
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WORDY 1.891
+score FSL_BULK_SIG 0.129
+score FSL_CTYPE_WIN1251 1.116
+score FSL_NEW_HELO_USER 2.000
+score FSL_THIS_IS_ADV 2.766
+score FUZZY_CLICK_HERE 1.882
score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 2.999
score GB_FREEMAIL_DISPTO 0.001
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.955
-score HK_NAME_MR_MRS 1.000
+score HDR_ORDER_FTSDMCXX_NORDNS 3.500
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.250
+score HELO_NO_DOMAIN 0.906
+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_RCVD_IP_MULTICAST 0.486
-score HK_SCAM 2.000
-score HOSTED_IMG_DIRECT_MX 0.998
+score HK_RCVD_IP_MULTICAST 0.485
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 2.685
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 1.463
+score HOSTED_IMG_MULTI 1.073
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.270
-score HTML_TEXT_INVISIBLE_STYLE 1.830
-score IMG_ONLY_FM_DOM_INFO 2.500
+score HTML_SINGLET_MANY 2.336
+score HTML_TEXT_INVISIBLE_STYLE 1.973
+score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 1.209
+score KHOP_FAKE_EBAY 0.050
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.001
-score LITECOIN_EXTORT_01 2.737
+score LIST_PRTL_SAME_USER 0.107
+score LITECOIN_EXTORT_01 2.973
score LONG_HEX_URI 2.295
-score LONG_IMG_URI 1.038
+score LONG_IMG_URI 1.042
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 0.868
-score MALWARE_NORDNS 1.066
-score MALWARE_PASSWORD 2.868
+score MALF_HTML_B64 1.040
+score MALWARE_NORDNS 1.333
+score MALWARE_PASSWORD 3.170
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.700
+score MILLION_HUNDRED 2.699
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.500
-score MONEY_ATM_CARD 2.700
+score MIXED_ES 2.499
+score MONEY_ATM_CARD 2.699
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.420
-score MONEY_FRAUD_3 1.040
+score MONEY_FORM_SHORT 2.238
+score MONEY_FRAUD_3 1.039
score MONEY_FRAUD_5 2.899
score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 2.000
+score MONEY_FROM_MISSP 1.999
score MSM_PRIO_REPTO 2.499
-score NORDNS_LOW_CONTRAST 1.882
-score NO_FM_NAME_IP_HOSTN 0.170
-score NSL_RCVD_FROM_USER 0.922
-score NSL_RCVD_HELO_USER 1.372
-score NUMBEREND_LINKBAIT 0.585
-score NUMBERONLY_BITCOIN_EXP 1.798
-score OBFU_BITCOIN 2.787
+score NORDNS_LOW_CONTRAST 1.740
+score NO_FM_NAME_IP_HOSTN 0.167
+score NSL_RCVD_FROM_USER 2.022
+score NSL_RCVD_HELO_USER 1.512
+score NUMBEREND_LINKBAIT 0.253
+score NUMBERONLY_BITCOIN_EXP 0.579
+score OBFU_BITCOIN 2.999
score ONLINE_MKTG_CNSLT 2.899
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.999
+score PDS_BTC_MSGID 1.000
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 1.448
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
-score PDS_LTC_AHACKER 1.392
+score PDS_HP_HELO_NORDNS 0.001
+score PDS_LTC_AHACKER 2.332
score PDS_LTC_CP 2.999
-score PDS_LTC_HUSH 1.767
score PDS_NAKED_TO_NUMERO 1.999
score PDS_PHPEXP_BOT 1.499
-score PDS_PHPE_URISHORTENER 1.999
-score PDS_PHP_EVAL 1.499
+score PDS_PHPE_URISHORTENER 2.000
+score PDS_PHP_EVAL 1.500
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.841
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.492
+score RDNS_NUM_TLD_XM 1.225
score SERGIO_SUBJECT_PORN014 2.899
-score SERGIO_SUBJECT_VIAGRA01 1.223
-score SHORTENER_SHORT_IMG 1.853
-score SHORT_IMG_SUSP_NTLD 0.943
-score SHORT_SHORTNER 2.000
-score SINGLETS_LOW_CONTRAST 0.769
+score SERGIO_SUBJECT_VIAGRA01 1.324
+score SHORTENER_SHORT_IMG 1.754
+score SHORT_IMG_SUSP_NTLD 0.823
+score SHORT_SHORTNER 1.999
+score SINGLETS_LOW_CONTRAST 0.703
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.999
+score SPOOFED_FREEM_REPTO 2.004
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_FEW 0.749
score SUBJ_OBFU_PUNCT_MANY 1.749
-score THIS_AD 1.999
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.315
+score THIS_AD 2.099
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.316
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.100
+score TO_EQ_FM_DOM_HTML_ONLY 0.250
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.186
+score TO_EQ_FM_HTML_ONLY 0.904
score TO_EQ_FM_SPF_FAIL 1.828
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.269
-score TO_NO_BRKTS_DYNIP 3.436
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.268
+score TO_NO_BRKTS_DYNIP 3.435
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.992
+score TO_NO_BRKTS_HTML_IMG 0.980
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.741
+score TO_NO_BRKTS_NORDNS_HTML 1.647
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_OCT 1.235
+score TVD_IP_OCT 0.416
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
score UPGRADE_MAILBOX 0.001
-score URI_GOOGLE_PROXY 2.399
+score URI_GOOGLE_PROXY 2.299
score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 3.792
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 2.448
-score URI_WP_HACKED 2.984
+score URI_WP_HACKED 2.982
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.003
+score XPRIO_URL_SHORTNER 0.001
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -235,6 +235,7 @@ score ENCRYPTED_MESSAGE -1.
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FORM_LOW_CONTRAST 1.000
+score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_BANK_NOAUTH 1.000
@@ -255,7 +256,6 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
-score HK_LOTTO 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
@@ -294,7 +294,6 @@ score URI_DATA 1.0
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_OPTOUT_3LD 1.000
-score URI_PHISH 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1871411&r1=1871410&r2=1871411&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Dec 14 05:24:30 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 621657 50.942% (99.560% of non-spam corpus)
-# Correctly spam: 457619 37.499% (76.791% of spam corpus)
-# False positives: 2749 0.225% (0.440% of nonspam, 76402 weighted)
-# False negatives: 138310 11.334% (23.209% of spam, 280211 weighted)
-# Average score for spam: 9.9 nonspam: 0.6
-# Average for false-pos: 5.8 false-neg: 2.0
-# TOTAL: 1220335 100.00%
+# Correctly non-spam: 619338 51.404% (99.542% of non-spam corpus)
+# Correctly spam: 449193 37.282% (77.093% of spam corpus)
+# False positives: 2848 0.236% (0.458% of nonspam, 76821 weighted)
+# False negatives: 133472 11.078% (22.907% of spam, 273936 weighted)
+# Average score for spam: 9.5 nonspam: 0.6
+# Average for false-pos: 5.8 false-neg: 2.1
+# TOTAL: 1204851 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77607 99.53%
-# Correctly spam: 57011 76.59%
-# False positives: 368 0.47%
-# False negatives: 17430 23.41%
-# TCR(l=50): 2.077617 SpamRecall: 76.585% SpamPrec: 99.359%
+# Correctly non-spam: 77318 99.52%
+# Correctly spam: 56141 77.23%
+# False positives: 375 0.48%
+# False negatives: 16555 22.77%
+# TCR(l=50): 2.059085 SpamRecall: 77.227% SpamPrec: 99.336%
##### 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: 611351 97.91%
-# Correctly spam: 222532 37.34%
-# False positives: 13055 2.09%
-# False negatives: 373397 62.66%
-# TCR(l=50): 0.580744 SpamRecall: 37.342% SpamPrec: 94.459%
+# Correctly non-spam: 609632 97.98%
+# Correctly spam: 222032 38.11%
+# False positives: 12554 2.02%
+# False negatives: 360633 61.89%
+# TCR(l=50): 0.589543 SpamRecall: 38.106% SpamPrec: 94.648%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 76341 97.90%
-# Correctly spam: 27733 37.26%
-# False positives: 1634 2.10%
-# False negatives: 46708 62.74%
-# TCR(l=50): 0.579722 SpamRecall: 37.255% SpamPrec: 94.436%
+# Correctly non-spam: 76139 98.00%
+# Correctly spam: 27796 38.24%
+# False positives: 1554 2.00%
+# False negatives: 44900 61.76%
+# TCR(l=50): 0.592953 SpamRecall: 38.236% SpamPrec: 94.705%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1871411&r1=1871410&r2=1871411&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Dec 14 05:24:30 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 641247 47.917% (99.840% of non-spam corpus)
-# Correctly spam: 627874 46.917% (90.215% of spam corpus)
-# False positives: 1030 0.077% (0.160% of nonspam, 75796 weighted)
-# False negatives: 68104 5.089% (9.785% of spam, 129338 weighted)
+# Correctly non-spam: 641241 47.918% (99.839% of non-spam corpus)
+# Correctly spam: 627742 46.910% (90.203% of spam corpus)
+# False positives: 1036 0.077% (0.161% of nonspam, 76095 weighted)
+# False negatives: 68179 5.095% (9.797% of spam, 129515 weighted)
# Average score for spam: 15.6 nonspam: -2.4
# Average for false-pos: 6.8 false-neg: 1.9
-# TOTAL: 1338255 100.00%
+# TOTAL: 1338198 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 79995 99.82%
-# Correctly spam: 78311 90.22%
-# False positives: 145 0.18%
-# False negatives: 8489 9.78%
-# TCR(l=50): 5.514963 SpamRecall: 90.220% SpamPrec: 99.815%
+# Correctly non-spam: 80008 99.84%
+# Correctly spam: 78323 90.24%
+# False positives: 132 0.16%
+# False negatives: 8469 9.76%
+# TCR(l=50): 5.759639 SpamRecall: 90.242% SpamPrec: 99.832%
##### 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: 640274 99.69%
-# Correctly spam: 465419 66.87%
+# Correctly spam: 465185 66.84%
# False positives: 2003 0.31%
-# False negatives: 230559 33.13%
-# TCR(l=50): 2.104503 SpamRecall: 66.873% SpamPrec: 99.571%
+# False negatives: 230736 33.16%
+# TCR(l=50): 2.103205 SpamRecall: 66.845% SpamPrec: 99.571%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 79875 99.67%
-# Correctly spam: 58140 66.98%
+# Correctly spam: 58066 66.90%
# False positives: 265 0.33%
-# False negatives: 28660 33.02%
-# TCR(l=50): 2.071105 SpamRecall: 66.982% SpamPrec: 99.546%
+# False negatives: 28726 33.10%
+# TCR(l=50): 2.067658 SpamRecall: 66.902% SpamPrec: 99.546%