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svn commit: r1878694 [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=1878694&r1=1878693&r2=1878694&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jun 10 05:31:16 2020
@@ -2,211 +2,212 @@
# ham-net-axb-coi-bulk.r1878537.log ham-net-axb-generic.r1878537.log ham-net-axb-ham-misc.r1878537.log ham-net-darxus.r1878537.log ham-net-ena-week2.r1878537.log ham-net-ena-week3.r1878537.log ham-net-ena-week4.r1878537.log ham-net-giovanni-ham.r1878537.log ham-net-giovanni-spammy.r1878537.log ham-net-giovanni-spam.r1878537.log ham-net-grenier.r1878537.log ham-net-hege.r1878537.log ham-net-jarif.r1878537.log ham-net-jbrooks.r1878537.log ham-net-mmiroslaw-mails-ham.r1878537.log ham-net-mmiroslaw-mails-spam.r1878537.log ham-net-npiazzi.r1878537.log ham-net-pds.r1878537.log ham-net-sihde.r1878537.log ham-net-spamsponge.r1878537.log ham-net-thendrikx.r1878537.log spam-net-axb-coi-bulk.r1878537.log spam-net-axb-generic.r1878537.log spam-net-axb-ham-misc.r1878537.log spam-net-darxus.r1878537.log spam-net-ena-week2.r1878537.log spam-net-ena-week3.r1878537.log spam-net-ena-week4.r1878537.log spam-net-giovanni-ham.r1878537.log spam-net-giovanni-spammy.r1878537.log spam-net-giovanni-spam.r187
8537.log spam-net-grenier.r1878537.log spam-net-hege.r1878537.log spam-net-jarif.r1878537.log spam-net-jbrooks.r1878537.log spam-net-mmiroslaw-mails-ham.r1878537.log spam-net-mmiroslaw-mails-spam.r1878537.log spam-net-npiazzi.r1878537.log spam-net-pds.r1878537.log spam-net-sihde.r1878537.log spam-net-spamsponge.r1878537.log spam-net-thendrikx.r1878537.log

score AC_BR_BONANZA 0.001 # force non-zero
-score AC_DIV_BONANZA 0.001 # force non-zero
+score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.001 # force non-zero
-score ADVANCE_FEE_2_NEW_MONEY 0.504
-score ADVANCE_FEE_3_NEW 1.089
-score ADVANCE_FEE_3_NEW_MONEY 1.487
+score AC_HTML_NONSENSE_TAGS 2.000
+score ADMITS_SPAM 0.001
+score ADVANCE_FEE_2_NEW_MONEY 0.459
+score ADVANCE_FEE_3_NEW 1.052
+score ADVANCE_FEE_3_NEW_MONEY 1.489
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.119
-score ADVANCE_FEE_5_NEW 2.045
+score ADVANCE_FEE_4_NEW_MONEY 2.299
+score ADVANCE_FEE_5_NEW 2.583
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.230
+score ADVANCE_FEE_5_NEW_MONEY 0.588
+score AD_PREFS 0.285
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 0.079
-score BITCOIN_EXTORT_02 2.554
-score BITCOIN_SPAM_01 0.437
-score BITCOIN_SPAM_02 2.149
-score BITCOIN_SPAM_03 2.355
-score BITCOIN_SPAM_04 0.891
-score BITCOIN_SPAM_05 1.299
-score BITCOIN_SPAM_08 0.499
-score BODY_SINGLE_URI 1.412
+score BITCOIN_EXTORT_01 0.649
+score BITCOIN_EXTORT_02 1.852
+score BITCOIN_SPAM_01 0.801
+score BITCOIN_SPAM_02 1.524
+score BITCOIN_SPAM_03 2.273
+score BITCOIN_SPAM_04 0.845
+score BITCOIN_SPAM_05 1.838
+score BITCOIN_SPAM_08 0.032
+score BODY_SINGLE_URI 1.414
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 0.531
+score BOGUS_MIME_VERSION 0.805
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.903
-score CTYPE_NULL 2.699
-score DEAR_BENEFICIARY 0.977
-score DKIMWL_BL 1.772
-score DKIMWL_WL_HIGH -0.001
+score CTE_8BIT_MISMATCH 0.840
+score CTYPE_NULL 2.599
+score DEAR_BENEFICIARY 1.014
+score DKIMWL_BL 1.771
+score DKIMWL_WL_HIGH -0.001 # force non-zero
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DX_TEXT_03 0.700
-score END_FUTURE_EMAILS 1.795
+score DX_TEXT_03 0.699
+score END_FUTURE_EMAILS 2.191
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.585
-score FORGED_SPF_HELO 0.781
-score FORM_FRAUD 0.001 # force non-zero
+score FORGED_RELAY_MUA_TO_MX 3.313
+score FORGED_SPF_HELO 1.056
+score FORM_FRAUD 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.699
-score FROM_2_EMAILS_SHORT 1.035
-score FROM_ADDR_WS 0.725
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROMSPACE 2.236
+score FROM_2_EMAILS_SHORT 0.001
+score FROM_ADDR_WS 0.694
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
+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_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.911
+score FROM_MISSP_DYNIP 3.021
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.999
+score FROM_MISSP_FREEMAIL 3.099
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.667
+score FROM_MISSP_TO_UNDISC 0.082
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.423
-score FROM_PAYPAL_SPOOF 0.001 # force non-zero
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_NTLD_REPLY_FREEMAIL 0.697
+score FROM_PAYPAL_SPOOF 0.001
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 2.500
-score FSL_BULK_SIG 0.001
+score FROM_WORDY 2.499
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 0.758
-score FUZZY_BITCOIN 1.809
-score FUZZY_IMPORTANT 2.172
-score FUZZY_SECURITY 3.487
-score FUZZY_WALLET 1.925
+score FUZZY_BITCOIN 0.554
+score FUZZY_IMPORTANT 2.374
+score FUZZY_SECURITY 2.382
+score FUZZY_WALLET 2.038
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.485
-score GB_FREEMAIL_DISPTO 0.499
+score GB_BITCOIN_NH 2.449
+score GB_FREEMAIL_DISPTO 0.500
score GB_GOOGLE_OBFUS 0.001
-score HDRS_LCASE 0.100
+score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 1.152
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_DIRECT 0.225
+score HDR_ORDER_FTSDMCXX_NORDNS 2.573
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.173
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
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 0.817
-score HK_SCAM 1.981
+score HK_RCVD_IP_MULTICAST 1.107
+score HK_SCAM 1.959
score HOSTED_IMG_FREEM 1.713
-score HOSTED_IMG_MULTI 2.678
+score HOSTED_IMG_MULTI 2.454
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 0.735
-score HTML_TAG_BALANCE_CENTER 2.501
-score HTML_TEXT_INVISIBLE_STYLE 1.699
-score IMG_ONLY_FM_DOM_INFO 2.499
+score HTML_SINGLET_MANY 0.740
+score HTML_TAG_BALANCE_CENTER 2.287
+score HTML_TEXT_INVISIBLE_STYLE 1.913
+score IMG_ONLY_FM_DOM_INFO 2.045
score KB_FORGED_MOZ4 4.199
-score KHOP_FAKE_EBAY 0.577
+score KHOP_FAKE_EBAY 0.170
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 2.320
-score LONG_HEX_URI 1.411
-score LONG_IMG_URI 0.457
+score LIST_PRTL_SAME_USER 2.064
+score LONG_HEX_URI 1.615
+score LONG_IMG_URI 0.460
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.301
-score MALF_HTML_B64 2.112
-score MANY_SPAN_IN_TEXT 3.153
+score LOTTO_AGENT 1.499
+score MALFORMED_FREEMAIL 1.299
+score MALF_HTML_B64 1.827
+score MANY_SPAN_IN_TEXT 2.613
score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.024
+score MIXED_ES 1.039
score MONEY_ATM_CARD 2.299
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.188
-score MONEY_FRAUD_5 2.404
-score MONEY_FRAUD_8 0.001 # force non-zero
-score MONEY_FROM_41 1.999
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 1.752
+score MONEY_FRAUD_8 0.001
+score MONEY_FROM_41 2.000
score MONEY_FROM_MISSP 0.001
score MSM_PRIO_REPTO 2.499
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 1.853
+score NO_FM_NAME_IP_HOSTN 1.897
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 1.257
-score OBFU_BITCOIN 0.001 # force non-zero
-score OBFU_TEXT_ATTACH 1.500
-score OFFER_ONLY_AMERICA 0.562
+score NUMBERONLY_BITCOIN_EXP 1.987
+score OBFU_BITCOIN 0.327
+score OBFU_TEXT_ATTACH 1.499
+score OFFER_ONLY_AMERICA 0.612
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.198
+score PDS_BTC_NTLD 1.914
score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.800
-score PDS_FROM_NAME_TO_DOMAIN 1.000
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_FROM_2_EMAILS 1.799
+score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.621
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.742
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.498
-score PDS_SHORT_SPOOFED_URL 1.535
-score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.383
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_SHORT_SPOOFED_URL 1.242
+score PDS_TINYSUBJ_URISHRT 0.073
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.446
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_TO_EQ_FROM_NAME 1.797
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PDS_TO_EQ_FROM_NAME 0.544
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 0.070
-score RDNS_NUM_TLD_XM 0.908
-score RISK_FREE 0.303
+score RDNS_NUM_TLD_ATCHNX 2.636
+score RDNS_NUM_TLD_XM 1.177
+score RISK_FREE 0.302
score SCRIPT_GIBBERISH 2.699
-score SERGIO_SUBJECT_VIAGRA01 0.277
+score SERGIO_SUBJECT_VIAGRA01 0.281
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_IMG_SUSP_NTLD 0.255
-score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001
+score SHORT_IMG_SUSP_NTLD 0.610
+score SHORT_SHORTNER 1.442
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.160
-score SPOOFED_FREEM_REPTO_CHN 2.814
+score SPOOFED_FREEM_REPTO 1.998
+score SPOOFED_FREEM_REPTO_CHN 1.391
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.415
-score SUBJ_OBFU_PUNCT_MANY 1.735
-score SUBJ_UNNEEDED_HTML 2.002
+score SUBJ_OBFU_PUNCT_FEW 0.522
+score SUBJ_OBFU_PUNCT_MANY 1.628
+score SUBJ_UNNEEDED_HTML 0.339
score SUSP_UTF8_WORD_MANY 2.999
-score THIS_AD 1.899
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.070
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.337
-score TO_EQ_FM_DIRECT_MX 1.590
+score THIS_AD 1.900
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.570
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 2.427
score TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 1.199
-score TO_EQ_FM_DOM_SPF_FAIL 0.908
-score TO_EQ_FM_HTML_ONLY 0.193
-score TO_EQ_FM_SPF_FAIL 1.100
-score TO_IN_SUBJ 0.100
-score TO_NO_BRKTS_FROM_MSSP 0.943
+score TO_EQ_FM_DOM_SPF_FAIL 0.390
+score TO_EQ_FM_HTML_ONLY 0.451
+score TO_EQ_FM_SPF_FAIL 0.781
+score TO_IN_SUBJ 0.099
+score TO_NO_BRKTS_FROM_MSSP 0.942
score TO_NO_BRKTS_HTML_IMG 1.174
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.232
-score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_MSFT 0.093
+score TO_NO_BRKTS_NORDNS_HTML 1.848
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 0.855
+score TVD_APPROVED 0.857
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.490
-score UNICODE_OBFU_ASC 1.037
-score UPGRADE_MAILBOX 1.015
-score URI_GOOGLE_PROXY 2.308
+score TVD_SPACE_RATIO_MINFP 2.299
+score UNICODE_OBFU_ASC 1.035
+score UPGRADE_MAILBOX 0.001
+score URI_GOOGLE_PROXY 2.071
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 0.071
+score URI_ONLY_MSGID_MALF 1.999
score URI_PHISH 2.192
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 0.692
score URI_WPADMIN 2.599
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.599
+score URI_WP_HACKED 2.403
+score URI_WP_HACKED_2 1.593
score XFER_LOTSA_MONEY 0.999
score XPRIO 0.001
score XPRIO_SHORT_SUBJ 0.001
@@ -285,7 +286,6 @@ score HTML_OFF_PAGE 1.0
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_TEXT_INVISIBLE_FONT 1.000
score LIST_PRTL_PUMPDUMP 1.000
-score LOTTO_AGENT 1.000
score LUCRATIVE 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878694&r1=1878693&r2=1878694&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jun 10 05:31:16 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 893041 67.313% (99.641% of non-spam corpus)
-# Correctly spam: 286689 21.609% (66.602% of spam corpus)
-# False positives: 3215 0.242% (0.359% of nonspam, 48236 weighted)
-# False negatives: 143764 10.836% (33.398% of spam, 321549 weighted)
-# Average score for spam: 6.7 nonspam: 0.5
-# Average for false-pos: 6.2 false-neg: 2.2
-# TOTAL: 1326709 100.00%
+# Correctly non-spam: 905218 69.015% (99.635% of non-spam corpus)
+# Correctly spam: 268029 20.435% (66.493% of spam corpus)
+# False positives: 3314 0.253% (0.365% of nonspam, 46579 weighted)
+# False negatives: 135064 10.297% (33.507% of spam, 294757 weighted)
+# Average score for spam: 6.6 nonspam: 0.5
+# Average for false-pos: 6.3 false-neg: 2.2
+# TOTAL: 1311625 100.00%

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

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 111465 99.61%
-# Correctly spam: 35931 66.96%
-# False positives: 438 0.39%
-# False negatives: 17729 33.04%
-# TCR(l=50): 1.354059 SpamRecall: 66.960% SpamPrec: 98.796%
+# Correctly non-spam: 112922 99.59%
+# Correctly spam: 33701 67.01%
+# False positives: 463 0.41%
+# False negatives: 16593 32.99%
+# TCR(l=50): 1.265481 SpamRecall: 67.008% SpamPrec: 98.645%

##### 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: 885148 98.76%
-# Correctly spam: 226401 52.60%
-# False positives: 11108 1.24%
-# False negatives: 204052 47.40%
-# TCR(l=50): 0.566794 SpamRecall: 52.596% SpamPrec: 95.323%
+# Correctly non-spam: 897581 98.79%
+# Correctly spam: 214568 53.23%
+# False positives: 10951 1.21%
+# False negatives: 188525 46.77%
+# TCR(l=50): 0.547625 SpamRecall: 53.230% SpamPrec: 95.144%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 110517 98.76%
-# Correctly spam: 28255 52.66%
-# False positives: 1386 1.24%
-# False negatives: 25405 47.34%
-# TCR(l=50): 0.566602 SpamRecall: 52.656% SpamPrec: 95.324%
+# Correctly non-spam: 112043 98.82%
+# Correctly spam: 26941 53.57%
+# False positives: 1342 1.18%
+# False negatives: 23353 46.43%
+# TCR(l=50): 0.556024 SpamRecall: 53.567% SpamPrec: 95.255%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878694&r1=1878693&r2=1878694&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jun 10 05:31:16 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 346805 43.094% (98.582% of non-spam corpus)
-# Correctly spam: 386002 47.965% (85.216% of spam corpus)
-# False positives: 4990 0.620% (1.418% of nonspam, 662674 weighted)
-# False negatives: 66968 8.321% (14.784% of spam, 146637 weighted)
-# Average score for spam: 12.4 nonspam: -2.2
+# Correctly non-spam: 346794 43.094% (98.582% of non-spam corpus)
+# Correctly spam: 385733 47.933% (85.160% of spam corpus)
+# False positives: 4987 0.620% (1.418% of nonspam, 662334 weighted)
+# False negatives: 67219 8.353% (14.840% of spam, 147479 weighted)
+# Average score for spam: 12.4 nonspam: -2.1
# Average for false-pos: 10.3 false-neg: 2.2
-# TOTAL: 804765 100.00%
+# TOTAL: 804733 100.00%

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

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43198 98.50%
-# Correctly spam: 48109 85.18%
-# False positives: 657 1.50%
-# False negatives: 8368 14.82%
-# TCR(l=50): 1.370202 SpamRecall: 85.183% SpamPrec: 98.653%
+# Correctly non-spam: 43189 98.48%
+# Correctly spam: 48055 85.09%
+# False positives: 666 1.52%
+# False negatives: 8420 14.91%
+# TCR(l=50): 1.353667 SpamRecall: 85.091% SpamPrec: 98.633%

##### 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: 347406 98.75%
-# Correctly spam: 251486 55.52%
-# False positives: 4389 1.25%
-# False negatives: 201484 44.48%
-# TCR(l=50): 1.076107 SpamRecall: 55.519% SpamPrec: 98.285%
+# Correctly non-spam: 347372 98.75%
+# Correctly spam: 251600 55.55%
+# False positives: 4409 1.25%
+# False negatives: 201352 44.45%
+# TCR(l=50): 1.073850 SpamRecall: 55.547% SpamPrec: 98.278%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43284 98.70%
-# Correctly spam: 31471 55.72%
-# False positives: 571 1.30%
-# False negatives: 25006 44.28%
-# TCR(l=50): 1.054541 SpamRecall: 55.724% SpamPrec: 98.218%
+# Correctly non-spam: 43312 98.76%
+# Correctly spam: 31326 55.47%
+# False positives: 543 1.24%
+# False negatives: 25149 44.53%
+# TCR(l=50): 1.079849 SpamRecall: 55.469% SpamPrec: 98.296%