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svn commit: r1871159 [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=1871159&r1=1871158&r2=1871159&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Dec 11 06:07:53 2019
@@ -1,145 +1,144 @@
# Using score set 1 logs for revision 1870964 from:
# ham-net-axb-coi-bulk.r1870964.log ham-net-axb-generic.r1870964.log ham-net-axb-ham-misc.r1870964.log ham-net-darxus.r1870964.log ham-net-ena-week1.r1870964.log ham-net-ena-week2.r1870964.log ham-net-ena-week3.r1870964.log ham-net-ena-week4.r1870964.log ham-net-grenier.r1870964.log ham-net-hege.r1870964.log ham-net-jarif.r1870964.log ham-net-jbrooks.r1870964.log ham-net-llanga.r1870964.log ham-net-mmiroslaw-mails-ham.r1870964.log ham-net-mmiroslaw-mails-spam.r1870964.log ham-net-npiazzi.r1870964.log ham-net-pds.r1870964.log ham-net-sihde.r1870964.log ham-net-spamsponge.r1870964.log ham-net-thendrikx.r1870964.log spam-net-axb-coi-bulk.r1870964.log spam-net-axb-generic.r1870964.log spam-net-axb-ham-misc.r1870964.log spam-net-darxus.r1870964.log spam-net-ena-week1.r1870964.log spam-net-ena-week2.r1870964.log spam-net-ena-week3.r1870964.log spam-net-ena-week4.r1870964.log spam-net-grenier.r1870964.log spam-net-hege.r1870964.log spam-net-jarif.r1870964.log spam-net-jbrooks.r1870964.log
spam-net-llanga.r1870964.log spam-net-mmiroslaw-mails-ham.r1870964.log spam-net-mmiroslaw-mails-spam.r1870964.log spam-net-npiazzi.r1870964.log spam-net-pds.r1870964.log spam-net-sihde.r1870964.log spam-net-spamsponge.r1870964.log spam-net-thendrikx.r1870964.log

-score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.712
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.134
+score AC_FROM_MANY_DOTS 2.710
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.138
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.469
-score ADVANCE_FEE_3_NEW_MONEY 2.278
-score ADVANCE_FEE_4_NEW 2.156
-score ADVANCE_FEE_4_NEW_MONEY 2.700
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.309
-score AD_PREFS 0.500
+score ADVANCE_FEE_3_NEW 3.466
+score ADVANCE_FEE_3_NEW_MONEY 2.476
+score ADVANCE_FEE_4_NEW 2.153
+score ADVANCE_FEE_4_NEW_MONEY 2.799
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.307
+score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.168
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.452
-score BITCOIN_DEADLINE 1.273
-score BITCOIN_EXTORT_01 2.105
-score BITCOIN_MALWARE 0.684
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.024
+score BITCOIN_DEADLINE 1.270
+score BITCOIN_EXTORT_01 1.767
+score BITCOIN_MALWARE 3.431
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 2.174
-score BITCOIN_SPAM_07 2.615
-score BITCOIN_SPAM_08 0.298
+score BITCOIN_SPAM_05 1.952
+score BITCOIN_SPAM_07 2.752
+score BITCOIN_SPAM_08 1.084
score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 1.755
-score BODY_SINGLE_WORD 1.365
-score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 0.585
-score CK_HELO_DYNAMIC_SPLIT_IP 0.574
-score CK_HELO_GENERIC 0.249
+score BODY_SINGLE_URI 1.736
+score BODY_SINGLE_WORD 1.380
+score BODY_URI_ONLY 1.000
+score BOGUS_MSM_HDRS 2.999
+score CK_HELO_DYNAMIC_SPLIT_IP 0.575
+score CK_HELO_GENERIC 0.250
score DEAR_BENEFICIARY 2.799
-score DKIMWL_BL 3.000
+score DKIMWL_BL 2.999
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.824
-score DX_TEXT_03 2.299
-score EBAY_IMG_NOT_RCVD_EBAY 0.675
-score END_FUTURE_EMAILS 1.229
+score DKIMWL_WL_MED -0.001
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.960
+score DX_TEXT_03 2.399
+score EBAY_IMG_NOT_RCVD_EBAY 1.369
+score END_FUTURE_EMAILS 0.639
score FAKE_REPLY_A1 3.099
-score FAKE_REPLY_B 1.491
-score FILL_THIS_FORM 0.336
-score FORGED_RELAY_MUA_TO_MX 3.393
+score FAKE_REPLY_B 0.728
+score FILL_THIS_FORM 0.337
+score FORGED_RELAY_MUA_TO_MX 3.390
score FORGED_SPF_HELO 1.999
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 2.899
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FORM_FRAUD_5 2.408
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 0.178
-score FROM_2_EMAILS_SHORT 0.602
-score FROM_ADDR_WS 0.001
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.001 # force non-zero
-score FROM_GOV_SPOOF 0.001
+score FROM_2_EMAILS_SHORT 0.607
+score FROM_ADDR_WS 0.226
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.001
+score FROM_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 3.799
-score FROM_MISSP_EH_MATCH 1.226
-score FROM_MISSP_FREEMAIL 1.803
-score FROM_MISSP_MSFT 1.254
-score FROM_MISSP_REPLYTO 2.104
-score FROM_MISSP_SPF_FAIL 1.529
-score FROM_MISSP_TO_UNDISC 0.747
-score FROM_MISSP_USER 1.079
-score FROM_MISSP_XPRIO 2.200
+score FROM_MISSP_DYNIP 3.688
+score FROM_MISSP_EH_MATCH 1.229
+score FROM_MISSP_FREEMAIL 2.440
+score FROM_MISSP_MSFT 1.410
+score FROM_MISSP_REPLYTO 1.463
+score FROM_MISSP_SPF_FAIL 1.489
+score FROM_MISSP_TO_UNDISC 2.050
+score FROM_MISSP_USER 0.171
+score FROM_MISSP_XPRIO 2.499
score FROM_NTLD_LINKBAIT 1.999
-score FROM_NTLD_REPLY_FREEMAIL 0.635
+score FROM_NTLD_REPLY_FREEMAIL 0.469
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 2.000
-score FROM_UNBAL1 0.755
-score FROM_WORDY 1.778
+score FROM_UNBAL1 0.754
+score FROM_WORDY 1.783
score FSL_BULK_SIG 0.131
-score FSL_CTYPE_WIN1251 0.665
+score FSL_CTYPE_WIN1251 1.563
score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 2.886
-score FUZZY_CLICK_HERE 2.320
-score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.907
+score FSL_THIS_IS_ADV 2.900
+score FUZZY_CLICK_HERE 1.648
+score GB_BITCOIN_CP 3.000
+score GB_BITCOIN_NH 2.969
score GB_FREEMAIL_DISPTO 0.001
score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.100
+score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.911
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 1.000
+score HELO_MISC_IP 0.250
+score HELO_NO_DOMAIN 1.009
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.487
+score HK_RCVD_IP_MULTICAST 0.488
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 1.108
-score HOSTED_IMG_FREEM 0.334
-score HOSTED_IMG_MULTI 0.570
+score HOSTED_IMG_DIRECT_MX 0.391
+score HOSTED_IMG_FREEM 0.001
+score HOSTED_IMG_MULTI 0.159
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.455
-score HTML_TEXT_INVISIBLE_STYLE 1.862
+score HTML_SINGLET_MANY 2.471
+score HTML_TEXT_INVISIBLE_STYLE 1.826
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 1.294
-score KHOP_HELO_FCRDNS 0.400
+score KB_FORGED_MOZ4 0.001 # force non-zero
+score KHOP_FAKE_EBAY 0.043
+score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.607
-score LITECOIN_EXTORT_01 3.157
-score LONG_HEX_URI 2.294
-score LONG_IMG_URI 1.040
+score LIST_PRTL_SAME_USER 0.717
+score LITECOIN_EXTORT_01 1.336
+score LONG_HEX_URI 2.295
+score LONG_IMG_URI 1.039
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 0.934
-score MALWARE_NORDNS 2.630
-score MALWARE_PASSWORD 2.875
+score MALF_HTML_B64 1.653
+score MALWARE_NORDNS 0.957
+score MALWARE_PASSWORD 2.799
score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 2.699
score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_ES 2.499
-score MONEY_ATM_CARD 2.054
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FORM_SHORT 2.408
-score MONEY_FRAUD_3 1.039
+score MONEY_ATM_CARD 2.699
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 2.241
+score MONEY_FRAUD_3 1.031
score MONEY_FRAUD_5 2.899
score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
score MSM_PRIO_REPTO 2.499
-score NORDNS_LOW_CONTRAST 1.851
-score NO_FM_NAME_IP_HOSTN 0.169
-score NSL_RCVD_FROM_USER 0.140
-score NSL_RCVD_HELO_USER 0.001
+score NORDNS_LOW_CONTRAST 1.885
+score NO_FM_NAME_IP_HOSTN 0.153
+score NSL_RCVD_FROM_USER 2.142
+score NSL_RCVD_HELO_USER 1.706
score NUMBEREND_LINKBAIT 0.999
-score NUMBERONLY_BITCOIN_EXP 1.311
-score OBFU_BITCOIN 1.643
+score NUMBERONLY_BITCOIN_EXP 0.001
+score OBFU_BITCOIN 2.997
score ONLINE_MKTG_CNSLT 2.899
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.999
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.448
+score PDS_FROM_2_EMAILS 1.442
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_LTC_AHACKER 1.146
+score PDS_LTC_AHACKER 1.388
score PDS_LTC_CP 2.999
-score PDS_LTC_HUSH 1.811
+score PDS_LTC_HUSH 1.709
score PDS_NAKED_TO_NUMERO 1.999
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
@@ -151,55 +150,55 @@ score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.9
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 0.828
-score RATWARE_NO_RDNS 3.000
+score PP_MIME_FAKE_ASCII_TEXT 0.842
+score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.697
-score SERGIO_SUBJECT_PORN014 2.899
-score SERGIO_SUBJECT_VIAGRA01 1.226
-score SHORTENER_SHORT_IMG 1.835
-score SHORT_IMG_SUSP_NTLD 1.499
+score SERGIO_SUBJECT_PORN014 2.900
+score SERGIO_SUBJECT_VIAGRA01 1.327
+score SHORTENER_SHORT_IMG 2.365
+score SHORT_IMG_SUSP_NTLD 1.317
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.583
-score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.000
-score STATIC_XPRIO_OLE 1.999
+score SINGLETS_LOW_CONTRAST 0.569
+score SPOOFED_FREEMAIL 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEM_REPTO 1.998
+score STATIC_XPRIO_OLE 0.265
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.750
score SUBJ_OBFU_PUNCT_MANY 1.749
-score THIS_AD 1.999
+score THIS_AD 2.100
score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.319
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 0.548
+score TO_EQ_FM_DOM_HTML_ONLY 0.445
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.130
-score TO_EQ_FM_SPF_FAIL 1.820
+score TO_EQ_FM_HTML_ONLY 0.123
+score TO_EQ_FM_SPF_FAIL 1.818
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.267
-score TO_NO_BRKTS_DYNIP 3.432
+score TO_NAME_SUBJ_NO_RDNS 2.268
+score TO_NO_BRKTS_DYNIP 3.437
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.841
+score TO_NO_BRKTS_HTML_IMG 1.423
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.767
+score TO_NO_BRKTS_NORDNS_HTML 1.726
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_OCT 0.414
+score TVD_IP_OCT 2.652
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
-score UPGRADE_MAILBOX 0.001 # force non-zero
-score URI_GOOGLE_PROXY 2.400
-score URI_ONLY_MSGID_MALF 1.169
+score UPGRADE_MAILBOX 0.001
+score URI_GOOGLE_PROXY 2.299
+score URI_ONLY_MSGID_MALF 1.999
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 2.448
-score URI_WP_HACKED 2.985
+score URI_WP_DIRINDEX 2.447
+score URI_WP_HACKED 2.971
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.012
+score XPRIO_URL_SHORTNER 0.013
+score AC_BR_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -282,6 +281,7 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
+score RDNS_NUM_TLD_XM 1.000
score SEO_SUSP_NTLD 1.000
score SHOPIFY_IMG_NOT_RCVD_SFY 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1871159&r1=1871158&r2=1871159&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Dec 11 06:07:53 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 621871 47.251% (99.631% of non-spam corpus)
-# Correctly spam: 527531 40.083% (76.241% of spam corpus)
-# False positives: 2301 0.175% (0.369% of nonspam, 73574 weighted)
-# False negatives: 164399 12.491% (23.759% of spam, 337576 weighted)
-# Average score for spam: 9.6 nonspam: 0.6
-# Average for false-pos: 5.8 false-neg: 2.1
-# TOTAL: 1316102 100.00%
+# Correctly non-spam: 628890 49.563% (99.490% of non-spam corpus)
+# Correctly spam: 493309 38.878% (77.472% of spam corpus)
+# False positives: 3222 0.254% (0.510% of nonspam, 92700 weighted)
+# False negatives: 143448 11.305% (22.528% of spam, 293487 weighted)
+# Average score for spam: 9.9 nonspam: 0.6
+# Average for false-pos: 5.7 false-neg: 2.0
+# TOTAL: 1268869 100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77549 99.48%
-# Correctly spam: 65586 76.00%
-# False positives: 406 0.52%
-# False negatives: 20706 24.00%
-# TCR(l=50): 2.104375 SpamRecall: 76.005% SpamPrec: 99.385%
+# Correctly non-spam: 78453 99.44%
+# Correctly spam: 61394 77.26%
+# False positives: 442 0.56%
+# False negatives: 18066 22.74%
+# TCR(l=50): 1.978290 SpamRecall: 77.264% SpamPrec: 99.285%

##### 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: 610415 97.80%
-# Correctly spam: 273536 39.53%
-# False positives: 13757 2.20%
-# False negatives: 418394 60.47%
-# TCR(l=50): 0.625477 SpamRecall: 39.532% SpamPrec: 95.212%
+# Correctly non-spam: 618429 97.84%
+# Correctly spam: 244728 38.43%
+# False positives: 13683 2.16%
+# False negatives: 392029 61.57%
+# TCR(l=50): 0.591683 SpamRecall: 38.433% SpamPrec: 94.705%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 76257 97.82%
-# Correctly spam: 34147 39.57%
-# False positives: 1698 2.18%
-# False negatives: 52145 60.43%
-# TCR(l=50): 0.629662 SpamRecall: 39.571% SpamPrec: 95.263%
+# Correctly non-spam: 77205 97.86%
+# Correctly spam: 30528 38.42%
+# False positives: 1690 2.14%
+# False negatives: 48932 61.58%
+# TCR(l=50): 0.595509 SpamRecall: 38.419% SpamPrec: 94.754%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1871159&r1=1871158&r2=1871159&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Dec 11 06:07:53 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 641233 47.910% (99.837% of non-spam corpus)
-# Correctly spam: 627978 46.920% (90.211% of spam corpus)
-# False positives: 1044 0.078% (0.163% of nonspam, 76552 weighted)
-# False negatives: 68145 5.092% (9.789% of spam, 129555 weighted)
-# Average score for spam: 15.5 nonspam: -2.4
+# Correctly non-spam: 641227 47.912% (99.837% of non-spam corpus)
+# Correctly spam: 627002 46.849% (90.077% of spam corpus)
+# False positives: 1050 0.078% (0.163% of nonspam, 76948 weighted)
+# False negatives: 69074 5.161% (9.923% of spam, 134350 weighted)
+# Average score for spam: 15.7 nonspam: -2.4
# Average for false-pos: 6.8 false-neg: 1.9
-# TOTAL: 1338400 100.00%
+# TOTAL: 1338353 100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 80008 99.84%
-# Correctly spam: 78263 90.15%
+# Correctly spam: 78319 90.21%
# False positives: 132 0.16%
-# False negatives: 8556 9.85%
-# TCR(l=50): 5.728358 SpamRecall: 90.145% SpamPrec: 99.832%
+# False negatives: 8497 9.79%
+# TCR(l=50): 5.750546 SpamRecall: 90.213% 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: 465049 66.81%
+# Correctly spam: 465321 66.85%
# False positives: 2003 0.31%
-# False negatives: 231074 33.19%
-# TCR(l=50): 2.101668 SpamRecall: 66.806% SpamPrec: 99.571%
+# False negatives: 230755 33.15%
+# TCR(l=50): 2.103552 SpamRecall: 66.849% 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: 58302 67.15%
+# Correctly spam: 58060 66.88%
# False positives: 265 0.33%
-# False negatives: 28517 32.85%
-# TCR(l=50): 2.078651 SpamRecall: 67.154% SpamPrec: 99.548%
+# False negatives: 28756 33.12%
+# TCR(l=50): 2.066752 SpamRecall: 66.877% SpamPrec: 99.546%