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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/06/27 02:47:16 UTC
svn commit: r1902270 [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=1902270&r1=1902269&r2=1902270&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jun 27 02:47:16 2022
@@ -2,231 +2,230 @@
# ham-net-ena-week0.r1902241.log ham-net-ena-week1.r1902241.log ham-net-ena-week2.r1902241.log ham-net-ena-week3.r1902241.log ham-net-ena-week4.r1902241.log ham-net-giovanni-ham.r1902241.log ham-net-giovanni-spammy.r1902241.log ham-net-giovanni-spam.r1902241.log ham-net-grenier.r1902241.log ham-net-hege.r1902241.log ham-net-jhardin.r1902241.log ham-net-llanga.r1902241.log ham-net-mmiroslaw-mails-ham.r1902241.log ham-net-mmiroslaw-mails-spam.r1902241.log ham-net-spamsponge.r1902241.log ham-net-thendrikx.r1902241.log ham-net-tsz-spam-corpus.r1902241.log spam-net-ena-week0.r1902241.log spam-net-ena-week1.r1902241.log spam-net-ena-week2.r1902241.log spam-net-ena-week3.r1902241.log spam-net-ena-week4.r1902241.log spam-net-giovanni-ham.r1902241.log spam-net-giovanni-spammy.r1902241.log spam-net-giovanni-spam.r1902241.log spam-net-grenier.r1902241.log spam-net-hege.r1902241.log spam-net-jhardin.r1902241.log spam-net-llanga.r1902241.log spam-net-mmiroslaw-mails-ham.r1902241.log spam-net-mmi
roslaw-mails-spam.r1902241.log spam-net-spamsponge.r1902241.log spam-net-thendrikx.r1902241.log spam-net-tsz-spam-corpus.r1902241.log
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
+score AC_DIV_BONANZA 0.001 # force non-zero
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 2.899
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.841
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.748
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.199
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 2.299
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_4_NEW_MONEY 2.262
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_4_NEW_MONEY 2.275
score ADVANCE_FEE_5_NEW 2.299
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.415
+score AMAZON_IMG_NOT_RCVD_AMZN 2.051
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.099
-score BIGNUM_EMAILS_FREEM 1.676
-score BIGNUM_EMAILS_MANY 1.914
+score BIGNUM_EMAILS_FREEM 1.159
+score BIGNUM_EMAILS_MANY 2.837
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 3.006
-score BITCOIN_MALF_HTML 1.867
+score BITCOIN_EXTORT_01 2.753
+score BITCOIN_MALF_HTML 2.418
score BITCOIN_MALWARE 3.499
score BITCOIN_ONAN 2.999
-score BITCOIN_SPAM_01 2.220
-score BITCOIN_SPAM_02 1.728
-score BITCOIN_SPAM_03 2.488
-score BITCOIN_SPAM_05 1.668
-score BITCOIN_SPAM_09 1.494
+score BITCOIN_SPAM_01 2.447
+score BITCOIN_SPAM_02 2.413
+score BITCOIN_SPAM_03 2.474
+score BITCOIN_SPAM_05 1.557
+score BITCOIN_SPAM_09 1.499
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.213
-score BODY_EMAIL_419_FRAUD_GM 1.166
+score BITCOIN_YOUR_INFO 2.221
+score BODY_EMAIL_419_FRAUD_GM 0.749
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.120
-score BOGUS_MSM_HDRS 0.905
-score CONTENT_AFTER_HTML 1.155
+score BODY_URI_ONLY 1.114
+score BOGUS_MSM_HDRS 1.455
+score CONTENT_AFTER_HTML 0.611
score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
score DKIMWL_WL_HIGH -0.356
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.742
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.772
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.001
+score END_FUTURE_EMAILS 2.500
+score FILL_THIS_FORM 0.001 # force non-zero
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_HTML_NOHTML 2.999
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 0.001 # force non-zero
-score FONT_INVIS_NORDNS 0.791
-score FONT_INVIS_POSTEXTRAS 0.837
-score FORGED_SPF_HELO 0.128
+score FONT_INVIS_MSGID 0.001
+score FONT_INVIS_NORDNS 1.897
+score FONT_INVIS_POSTEXTRAS 0.001
+score FORGED_SPF_HELO 0.135
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.969
+score FORM_FRAUD_3 2.377
score FORM_FRAUD_5 0.001
score FOUND_YOU 1.970
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 2.881
+score FROM_2_EMAILS_SHORT 1.731
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.413
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.735
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.904
+score FROM_MISSP_DYNIP 0.885
score FROM_MISSP_EH_MATCH 1.999
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 1.996
+score FROM_MISSP_REPLYTO 1.998
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.001
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_MULTI_NORDNS 0.634
-score FROM_NTLD_LINKBAIT 0.075
-score FROM_NTLD_REPLY_FREEMAIL 1.196
-score FROM_PAYPAL_SPOOF 1.599
+score FROM_MISSP_TO_UNDISC 0.204
+score FROM_MISSP_USER 0.001
+score FROM_MULTI_NORDNS 0.995
+score FROM_NTLD_LINKBAIT 1.173
+score FROM_NTLD_REPLY_FREEMAIL 0.395
+score FROM_PAYPAL_SPOOF 1.164
score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.001
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.299
-score GB_BITCOIN_CP 2.871
-score GB_BITCOIN_NH 1.969
+score GB_BITCOIN_CP 2.999
+score GB_BITCOIN_NH 2.846
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.500
-score GB_HASHBL_BTC 2.503
+score GB_HASHBL_BTC 3.671
score GB_URI_FLEEK_STO_HTM 0.999
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 3.117
+score GOOG_REDIR_NORDNS 3.130
score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 1.707
-score HDR_ORDER_FTSDMCXX_DIRECT 1.397
-score HDR_ORDER_FTSDMCXX_NORDNS 2.829
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDRS_MISSP 1.704
+score HDR_ORDER_FTSDMCXX_DIRECT 1.754
+score HDR_ORDER_FTSDMCXX_NORDNS 3.426
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.001
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_RANDOM_REPLYTO 1.000
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 2.015
+score HOSTED_IMG_DIRECT_MX 3.500
+score HOSTED_IMG_FREEM 2.016
score HOSTED_IMG_MULTI_PUB_01 2.999
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.415
+score HTML_SINGLET_MANY 1.606
score HTML_TAG_BALANCE_CENTER 3.299
-score HTML_TEXT_INVISIBLE_FONT 0.765
+score HTML_TEXT_INVISIBLE_FONT 1.999
score HTML_TEXT_INVISIBLE_STYLE 1.925
score JH_SPAMMY_HEADERS 3.499
-score JH_SPAMMY_PATTERN01 2.729
+score JH_SPAMMY_PATTERN01 2.999
score KHOP_HELO_FCRDNS 0.001
-score LONG_HEX_URI 1.514
-score LONG_IMG_URI 1.842
+score LONG_HEX_URI 1.518
+score LONG_IMG_URI 1.840
score LONG_INVISIBLE_TEXT 0.726
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score MANY_SPAN_IN_TEXT 3.464
-score MILLION_HUNDRED 0.065
+score MANY_SPAN_IN_TEXT 3.458
+score MILLION_HUNDRED 0.064
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 1.699
-score MIXED_FONT_CASE 0.927
-score MONEY_ATM_CARD 0.269
+score MIXED_CENTER_CASE 2.499
+score MIXED_ES 1.702
+score MIXED_FONT_CASE 0.800
+score MIXED_IMG_CASE 1.479
+score MONEY_ATM_CARD 1.020
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 2.900
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 2.899
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 1.989
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 0.216
-score MSM_PRIO_REPTO 2.456
-score NAME_EMAIL_DIFF 0.001
+score MSMAIL_PRI_ABNORMAL 0.869
+score MSM_PRIO_REPTO 2.394
+score NAME_EMAIL_DIFF 2.017
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 1.440
+score NORDNS_LOW_CONTRAST 1.443
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.056
-score NUMBEREND_LINKBAIT 0.001
-score OBFU_TEXT_ATTACH 1.599
-score ODD_FREEM_REPTO 2.564
+score NSL_RCVD_HELO_USER 2.142
+score NUMBEREND_LINKBAIT 0.683
+score OBFU_TEXT_ATTACH 0.001
+score ODD_FREEM_REPTO 2.523
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.410
+score PDS_BTC_MSGID 0.036
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FROM_2_EMAILS 3.499
-score PDS_HELO_SPF_FAIL 1.296
+score PDS_HELO_SPF_FAIL 0.448
score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PHISHING_FREEMAIL 2.299
-score PHP_ORIG_SCRIPT 1.868
+score PHP_ORIG_SCRIPT 1.860
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.282
+score PP_MIME_FAKE_ASCII_TEXT 0.281
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.508
+score RATWARE_NO_RDNS 1.218
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.024
+score RDNS_NUM_TLD_XM 0.902
score READY_TO_SHIP 1.249
score REPTO_419_FRAUD 3.000
score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_INFONUMSCOM 2.999
-score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
-score SCC_BODY_URI_ONLY 2.683
-score SCC_CANSPAM_2 2.500
-score SCC_ISEMM_LID_1 2.884
+score REPTO_INFONUMSCOM 3.000
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 2.690
+score SCC_CANSPAM_2 2.499
+score SCC_ISEMM_LID_1 2.656
score SCC_SPAMMERMID4 0.999
-score SCC_THREE_WORD_MONTY 3.017
+score SCC_THREE_WORD_MONTY 3.013
score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 2.791
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.028
-score SHORTENED_URL_SRC 2.199
+score SERGIO_SUBJECT_VIAGRA01 3.618
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.032
+score SHORTENED_URL_SRC 2.299
score SHORTENER_SHORT_IMG 0.001
-score SHORTENER_SHORT_SUBJ 0.497
-score SHORT_IMG_SUSP_NTLD 1.018
+score SHORTENER_SHORT_SUBJ 0.499
+score SHORT_IMG_SUSP_NTLD 0.181
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 1.515
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.987
+score SPOOFED_FREEMAIL 1.627
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
+score SPOOFED_FREEM_REPTO 1.873
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
-score THIS_AD 1.200
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
+score THIS_AD 1.300
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_SPF_FAIL 0.001
score TO_NAME_SUBJ_NO_RDNS 0.001
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_NORDNS_HTML 1.203
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_NORDNS_HTML 1.205
score TO_NO_BRKTS_PCNT 2.499
score TVD_LONG_WORD5 2.999
-score TVD_RCVD_SPACE_BRACKET 2.999
-score UNDISC_FREEM 2.451
-score UNDISC_MONEY 2.477
+score TVD_RCVD_SPACE_BRACKET 1.562
+score UNDISC_FREEM 2.442
+score UNDISC_MONEY 2.466
score UNICODE_OBFU_ASC 2.499
-score URI_DOTEDU 1.999
+score URI_DOTEDU 2.000
score URI_FIREBASEAPP 2.999
score URI_GOOGLE_PROXY 2.699
score URI_GOOG_STO_SPAMMY 2.999
score URI_IN_URI_10 2.899
-score URI_OBFU_DOM 2.299
-score URI_ONLY_MSGID_MALF 1.145
-score URI_PHISH 2.378
-score URI_PHP_REDIR 2.952
-score URI_TRY_3LD 0.654
+score URI_OBFU_DOM 2.300
+score URI_ONLY_MSGID_MALF 1.129
+score URI_PHISH 2.384
+score URI_PHP_REDIR 3.162
+score URI_TRY_3LD 0.652
score URI_WPADMIN 2.299
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.081
-score WORD_INVIS_MANY 3.000
+score URI_WP_HACKED_2 1.968
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.877
+score XM_DIGITS_ONLY 2.223
score XM_RANDOM 0.001
-score XM_RECPTID 2.999
-score XM_UC_ONLY 0.699
+score XM_RECPTID 3.000
+score XM_UC_ONLY 0.700
score XPRIO 0.001
score YOUR_DELIVERY_ADDRESS 1.249
score AC_POST_EXTRAS 1.000
@@ -317,9 +316,7 @@ score MALWARE_NORDNS 1.0
score MALWARE_PASSWORD 1.000
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
-score MIXED_CENTER_CASE 1.000
score MIXED_HREF_CASE 1.000
-score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1902270&r1=1902269&r2=1902270&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jun 27 02:47:16 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 282997 45.912% (99.633% of non-spam corpus)
-# Correctly spam: 249211 40.431% (74.986% of spam corpus)
-# False positives: 1042 0.169% (0.367% of nonspam, 42478 weighted)
-# False negatives: 83134 13.487% (25.014% of spam, 159169 weighted)
-# Average score for spam: 12.5 nonspam: 0.6
-# Average for false-pos: 7.0 false-neg: 1.9
-# TOTAL: 616384 100.00%
+# Correctly non-spam: 284291 46.021% (99.618% of non-spam corpus)
+# Correctly spam: 252820 40.926% (76.067% of spam corpus)
+# False positives: 1089 0.176% (0.382% of nonspam, 43857 weighted)
+# False negatives: 79543 12.876% (23.933% of spam, 150935 weighted)
+# Average score for spam: 12.4 nonspam: 0.7
+# Average for false-pos: 6.9 false-neg: 1.9
+# TOTAL: 617743 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35399 99.65%
-# Correctly spam: 31202 75.35%
-# False positives: 125 0.35%
-# False negatives: 10208 24.65%
-# TCR(l=50): 2.516102 SpamRecall: 75.349% SpamPrec: 99.601%
+# Correctly non-spam: 35564 99.67%
+# Correctly spam: 31530 76.14%
+# False positives: 116 0.33%
+# False negatives: 9880 23.86%
+# TCR(l=50): 2.640944 SpamRecall: 76.141% SpamPrec: 99.633%
##### 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: 274728 96.72%
-# Correctly spam: 236560 71.18%
-# False positives: 9311 3.28%
-# False negatives: 95785 28.82%
-# TCR(l=50): 0.592062 SpamRecall: 71.179% SpamPrec: 96.213%
+# Correctly non-spam: 276144 96.76%
+# Correctly spam: 236983 71.30%
+# False positives: 9236 3.24%
+# False negatives: 95380 28.70%
+# TCR(l=50): 0.596509 SpamRecall: 71.302% SpamPrec: 96.249%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 34369 96.75%
-# Correctly spam: 29680 71.67%
-# False positives: 1155 3.25%
-# False negatives: 11730 28.33%
-# TCR(l=50): 0.595999 SpamRecall: 71.674% SpamPrec: 96.254%
+# Correctly non-spam: 34474 96.62%
+# Correctly spam: 29600 71.48%
+# False positives: 1206 3.38%
+# False negatives: 11810 28.52%
+# TCR(l=50): 0.574262 SpamRecall: 71.480% SpamPrec: 96.085%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1902270&r1=1902269&r2=1902270&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jun 27 02:47:16 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 286133 45.598% (99.491% of non-spam corpus)
-# Correctly spam: 286834 45.710% (84.385% of spam corpus)
-# False positives: 1465 0.233% (0.509% of nonspam, 119869 weighted)
-# False negatives: 53079 8.459% (15.615% of spam, 115899 weighted)
-# Average score for spam: 20.1 nonspam: -0.6
+# Correctly non-spam: 286111 45.595% (99.483% of non-spam corpus)
+# Correctly spam: 286780 45.701% (84.369% of spam corpus)
+# False positives: 1487 0.237% (0.517% of nonspam, 121740 weighted)
+# False negatives: 53132 8.467% (15.631% of spam, 116723 weighted)
+# Average score for spam: 20.5 nonspam: -0.6
# Average for false-pos: 6.9 false-neg: 2.2
-# TOTAL: 627511 100.00%
+# TOTAL: 627510 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35773 99.49%
-# Correctly spam: 35872 84.70%
-# False positives: 183 0.51%
-# False negatives: 6478 15.30%
-# TCR(l=50): 2.709880 SpamRecall: 84.704% SpamPrec: 99.492%
+# Correctly non-spam: 35772 99.49%
+# Correctly spam: 35852 84.66%
+# False positives: 184 0.51%
+# False negatives: 6498 15.34%
+# TCR(l=50): 2.697796 SpamRecall: 84.656% SpamPrec: 99.489%
##### 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: 286262 99.54%
-# Correctly spam: 240986 70.90%
+# Correctly spam: 241025 70.91%
# False positives: 1336 0.46%
-# False negatives: 98927 29.10%
-# TCR(l=50): 2.051042 SpamRecall: 70.896% SpamPrec: 99.449%
+# False negatives: 98887 29.09%
+# TCR(l=50): 2.051531 SpamRecall: 70.908% SpamPrec: 99.449%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 35788 99.53%
-# Correctly spam: 30113 71.11%
+# Correctly spam: 30080 71.03%
# False positives: 168 0.47%
-# False negatives: 12237 28.89%
-# TCR(l=50): 2.052139 SpamRecall: 71.105% SpamPrec: 99.445%
+# False negatives: 12270 28.97%
+# TCR(l=50): 2.048863 SpamRecall: 71.027% SpamPrec: 99.445%