Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1871119&r1=1871118&r2=1871119&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Dec 10 05:29:27 2019
@@ -2,144 +2,144 @@
# 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
-score AC_FROM_MANY_DOTS 2.709
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.236
+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 ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.466
-score ADVANCE_FEE_3_NEW_MONEY 2.290
-score ADVANCE_FEE_4_NEW 2.153
-score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.306
-score AD_PREFS 0.499
+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 ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.352
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.005
-score BITCOIN_DEADLINE 1.267
-score BITCOIN_EXTORT_01 2.381
-score BITCOIN_MALWARE 1.834
+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 BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 1.919
-score BITCOIN_SPAM_07 2.644
-score BITCOIN_SPAM_08 0.021
+score BITCOIN_SPAM_05 2.174
+score BITCOIN_SPAM_07 2.615
+score BITCOIN_SPAM_08 0.298
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 0.001 # force non-zero
-score BODY_SINGLE_URI 1.843
-score BODY_SINGLE_WORD 1.279
+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 2.999
-score CK_HELO_DYNAMIC_SPLIT_IP 0.576
+score BOGUS_MSM_HDRS 0.585
+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_BL 3.000
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 1.169
+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 0.280
-score END_FUTURE_EMAILS 1.120
+score EBAY_IMG_NOT_RCVD_EBAY 0.675
+score END_FUTURE_EMAILS 1.229
score FAKE_REPLY_A1 3.099
-score FAKE_REPLY_B 1.545
-score FILL_THIS_FORM 0.337
-score FORGED_RELAY_MUA_TO_MX 3.395
+score FAKE_REPLY_B 1.491
+score FILL_THIS_FORM 0.336
+score FORGED_RELAY_MUA_TO_MX 3.393
score FORGED_SPF_HELO 1.999
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 2.565
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FORM_FRAUD_5 2.899
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 0.178
-score FROM_2_EMAILS_SHORT 0.609
+score FROM_2_EMAILS_SHORT 0.602
score FROM_ADDR_WS 0.001
-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_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_MISSPACED 1.999
-score FROM_MISSP_DYNIP 3.685
-score FROM_MISSP_EH_MATCH 2.000
-score FROM_MISSP_FREEMAIL 1.589
-score FROM_MISSP_MSFT 1.080
-score FROM_MISSP_REPLYTO 2.318
-score FROM_MISSP_SPF_FAIL 1.468
-score FROM_MISSP_TO_UNDISC 1.515
-score FROM_MISSP_USER 3.105
-score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_LINKBAIT 1.258
-score FROM_NTLD_REPLY_FREEMAIL 0.258
+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_NTLD_LINKBAIT 1.999
+score FROM_NTLD_REPLY_FREEMAIL 0.635
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 2.000
score FROM_UNBAL1 0.755
-score FROM_WORDY 1.789
-score FSL_BULK_SIG 0.138
-score FSL_CTYPE_WIN1251 0.420
+score FROM_WORDY 1.778
+score FSL_BULK_SIG 0.131
+score FSL_CTYPE_WIN1251 0.665
score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 2.838
-score FUZZY_CLICK_HERE 2.006
-score GB_BITCOIN_CP 3.000
-score GB_BITCOIN_NH 2.920
+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 GB_FREEMAIL_DISPTO 0.001
-score HDRS_LCASE 0.100
+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 0.250
score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.905
+score HELO_NO_DOMAIN 0.911
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.343
-score HK_SCAM 2.000
-score HOSTED_IMG_DIRECT_MX 1.713
-score HOSTED_IMG_FREEM 0.149
-score HOSTED_IMG_MULTI 0.299
+score HK_RCVD_IP_MULTICAST 0.487
+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 HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.296
-score HTML_TEXT_INVISIBLE_STYLE 1.909
+score HTML_SINGLET_MANY 2.455
+score HTML_TEXT_INVISIBLE_STYLE 1.862
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 1.282
-score KHOP_HELO_FCRDNS 0.399
-score LIST_PARTIAL_SHORT_MSG 2.500
-score LIST_PRTL_SAME_USER 0.137
-score LITECOIN_EXTORT_01 0.148
-score LONG_HEX_URI 2.295
-score LONG_IMG_URI 1.042
+score KHOP_FAKE_EBAY 1.294
+score KHOP_HELO_FCRDNS 0.400
+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 LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 1.931
-score MALWARE_NORDNS 2.265
-score MALWARE_PASSWORD 3.310
-score MAY_BE_FORGED 0.001 # force non-zero
+score MALF_HTML_B64 0.934
+score MALWARE_NORDNS 2.630
+score MALWARE_PASSWORD 2.875
+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 1.888
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.418
-score MONEY_FRAUD_3 1.031
+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_FRAUD_5 2.899
score MONEY_FRAUD_8 3.099
-score MONEY_FROM_41 2.000
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
score MSM_PRIO_REPTO 2.499
-score NORDNS_LOW_CONTRAST 1.802
-score NO_FM_NAME_IP_HOSTN 0.123
-score NSL_RCVD_FROM_USER 0.956
-score NSL_RCVD_HELO_USER 1.020
-score NUMBEREND_LINKBAIT 0.541
-score NUMBERONLY_BITCOIN_EXP 0.755
-score OBFU_BITCOIN 2.781
+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 NUMBEREND_LINKBAIT 0.999
+score NUMBERONLY_BITCOIN_EXP 1.311
+score OBFU_BITCOIN 1.643
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 1.443
+score PDS_FROM_2_EMAILS 1.448
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_LTC_AHACKER 1.963
+score PDS_LTC_AHACKER 1.146
score PDS_LTC_CP 2.999
-score PDS_LTC_HUSH 1.819
+score PDS_LTC_HUSH 1.811
score PDS_NAKED_TO_NUMERO 1.999
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
@@ -151,54 +151,55 @@ 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 0.826
-score RATWARE_NO_RDNS 2.999
+score PP_MIME_FAKE_ASCII_TEXT 0.828
+score RATWARE_NO_RDNS 3.000
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.842
+score RDNS_NUM_TLD_XM 2.697
score SERGIO_SUBJECT_PORN014 2.899
-score SERGIO_SUBJECT_VIAGRA01 1.328
-score SHORTENER_SHORT_IMG 0.788
+score SERGIO_SUBJECT_VIAGRA01 1.226
+score SHORTENER_SHORT_IMG 1.835
score SHORT_IMG_SUSP_NTLD 1.499
-score SHORT_SHORTNER 1.994
-score SINGLETS_LOW_CONTRAST 0.746
+score SHORT_SHORTNER 1.999
+score SINGLETS_LOW_CONTRAST 0.583
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 2.000
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_FEW 0.750
score SUBJ_OBFU_PUNCT_MANY 1.749
score THIS_AD 1.999
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.846
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.319
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.500
-score TO_EQ_FM_DOM_HTML_IMG 0.134
-score TO_EQ_FM_DOM_HTML_ONLY 0.940
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
-score TO_EQ_FM_HTML_ONLY 0.071
-score TO_EQ_FM_SPF_FAIL 1.824
+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_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.130
+score TO_EQ_FM_SPF_FAIL 1.820
score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 2.267
-score TO_NO_BRKTS_DYNIP 3.436
+score TO_NO_BRKTS_DYNIP 3.432
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.554
+score TO_NO_BRKTS_HTML_IMG 0.841
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.659
+score TO_NO_BRKTS_NORDNS_HTML 1.767
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_OCT 0.655
+score TVD_IP_OCT 0.414
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.500
-score UPGRADE_MAILBOX 0.001
-score URI_GOOGLE_PROXY 2.299
-score URI_ONLY_MSGID_MALF 1.999
+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 URI_PHISH 3.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 2.446
-score URI_WP_HACKED 2.986
+score URI_WP_DIRINDEX 2.448
+score URI_WP_HACKED 2.985
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.019
+score XPRIO_URL_SHORTNER 0.012
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -256,7 +257,6 @@ score GOOGLE_DOCS_PHISH 1.0
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
score GOOG_MALWARE_DNLD 1.000
-score GOOG_REDIR_HTML_ONLY 1.000
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
score HK_LOTTO 1.000
@@ -271,7 +271,6 @@ score MANY_HDRS_LCASE 0.1
score MIME_NO_TEXT 1.000
score MONERO_EXTORT_01 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_HELO_SPF_FAIL 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
@@ -299,7 +298,6 @@ 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=1871119&r1=1871118&r2=1871119&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Dec 10 05:29:27 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 621857 47.248% (99.629% of non-spam corpus)
-# Correctly spam: 527526 40.081% (76.234% of spam corpus)
-# False positives: 2315 0.176% (0.371% of nonspam, 73998 weighted)
-# False negatives: 164458 12.495% (23.766% of spam, 337474 weighted)
+# 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: 1316156 100.00%
+# TOTAL: 1316102 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77647 99.60%
-# Correctly spam: 65701 76.13%
-# False positives: 308 0.40%
-# False negatives: 20595 23.87%
-# TCR(l=50): 2.397444 SpamRecall: 76.134% SpamPrec: 99.533%
+# 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%
##### 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: 610415 97.80%
-# Correctly spam: 273344 39.50%
+# Correctly spam: 273536 39.53%
# False positives: 13757 2.20%
-# False negatives: 418640 60.50%
-# TCR(l=50): 0.625387 SpamRecall: 39.501% SpamPrec: 95.208%
+# False negatives: 418394 60.47%
+# TCR(l=50): 0.625477 SpamRecall: 39.532% SpamPrec: 95.212%
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: 34172 39.60%
+# Correctly spam: 34147 39.57%
# False positives: 1698 2.18%
-# False negatives: 52124 60.40%
-# TCR(l=50): 0.629787 SpamRecall: 39.599% SpamPrec: 95.266%
+# False negatives: 52145 60.43%
+# TCR(l=50): 0.629662 SpamRecall: 39.571% SpamPrec: 95.263%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1871119&r1=1871118&r2=1871119&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Dec 10 05:29:27 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 641243 47.909% (99.839% of non-spam corpus)
-# Correctly spam: 628007 46.920% (90.208% of spam corpus)
-# False positives: 1034 0.077% (0.161% of nonspam, 76045 weighted)
-# False negatives: 68169 5.093% (9.792% of spam, 129543 weighted)
-# Average score for spam: 15.9 nonspam: -2.4
+# 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
# Average for false-pos: 6.8 false-neg: 1.9
-# TOTAL: 1338453 100.00%
+# TOTAL: 1338400 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 80007 99.83%
-# Correctly spam: 78344 90.23%
-# False positives: 133 0.17%
-# False negatives: 8482 9.77%
-# TCR(l=50): 5.737906 SpamRecall: 90.231% SpamPrec: 99.831%
+# Correctly non-spam: 80008 99.84%
+# Correctly spam: 78263 90.15%
+# False positives: 132 0.16%
+# False negatives: 8556 9.85%
+# TCR(l=50): 5.728358 SpamRecall: 90.145% 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: 465490 66.86%
+# Correctly spam: 465049 66.81%
# False positives: 2003 0.31%
-# False negatives: 230686 33.14%
-# TCR(l=50): 2.104293 SpamRecall: 66.864% SpamPrec: 99.572%
+# False negatives: 231074 33.19%
+# TCR(l=50): 2.101668 SpamRecall: 66.806% 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: 58064 66.87%
+# Correctly spam: 58302 67.15%
# False positives: 265 0.33%
-# False negatives: 28762 33.13%
-# TCR(l=50): 2.066695 SpamRecall: 66.874% SpamPrec: 99.546%
+# False negatives: 28517 32.85%
+# TCR(l=50): 2.078651 SpamRecall: 67.154% SpamPrec: 99.548%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1871119&r1=1871118&r2=1871119&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Dec 10 05:29:27 2019
@@ -2,144 +2,144 @@
# 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
-score AC_FROM_MANY_DOTS 2.709
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.236
+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 ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.466
-score ADVANCE_FEE_3_NEW_MONEY 2.290
-score ADVANCE_FEE_4_NEW 2.153
-score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.306
-score AD_PREFS 0.499
+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 ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.352
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.005
-score BITCOIN_DEADLINE 1.267
-score BITCOIN_EXTORT_01 2.381
-score BITCOIN_MALWARE 1.834
+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 BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 1.919
-score BITCOIN_SPAM_07 2.644
-score BITCOIN_SPAM_08 0.021
+score BITCOIN_SPAM_05 2.174
+score BITCOIN_SPAM_07 2.615
+score BITCOIN_SPAM_08 0.298
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 0.001 # force non-zero
-score BODY_SINGLE_URI 1.843
-score BODY_SINGLE_WORD 1.279
+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 2.999
-score CK_HELO_DYNAMIC_SPLIT_IP 0.576
+score BOGUS_MSM_HDRS 0.585
+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_BL 3.000
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 1.169
+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 0.280
-score END_FUTURE_EMAILS 1.120
+score EBAY_IMG_NOT_RCVD_EBAY 0.675
+score END_FUTURE_EMAILS 1.229
score FAKE_REPLY_A1 3.099
-score FAKE_REPLY_B 1.545
-score FILL_THIS_FORM 0.337
-score FORGED_RELAY_MUA_TO_MX 3.395
+score FAKE_REPLY_B 1.491
+score FILL_THIS_FORM 0.336
+score FORGED_RELAY_MUA_TO_MX 3.393
score FORGED_SPF_HELO 1.999
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 2.565
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FORM_FRAUD_5 2.899
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 0.178
-score FROM_2_EMAILS_SHORT 0.609
+score FROM_2_EMAILS_SHORT 0.602
score FROM_ADDR_WS 0.001
-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_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_MISSPACED 1.999
-score FROM_MISSP_DYNIP 3.685
-score FROM_MISSP_EH_MATCH 2.000
-score FROM_MISSP_FREEMAIL 1.589
-score FROM_MISSP_MSFT 1.080
-score FROM_MISSP_REPLYTO 2.318
-score FROM_MISSP_SPF_FAIL 1.468
-score FROM_MISSP_TO_UNDISC 1.515
-score FROM_MISSP_USER 3.105
-score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_LINKBAIT 1.258
-score FROM_NTLD_REPLY_FREEMAIL 0.258
+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_NTLD_LINKBAIT 1.999
+score FROM_NTLD_REPLY_FREEMAIL 0.635
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 2.000
score FROM_UNBAL1 0.755
-score FROM_WORDY 1.789
-score FSL_BULK_SIG 0.138
-score FSL_CTYPE_WIN1251 0.420
+score FROM_WORDY 1.778
+score FSL_BULK_SIG 0.131
+score FSL_CTYPE_WIN1251 0.665
score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 2.838
-score FUZZY_CLICK_HERE 2.006
-score GB_BITCOIN_CP 3.000
-score GB_BITCOIN_NH 2.920
+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 GB_FREEMAIL_DISPTO 0.001
-score HDRS_LCASE 0.100
+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 0.250
score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.905
+score HELO_NO_DOMAIN 0.911
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.343
-score HK_SCAM 2.000
-score HOSTED_IMG_DIRECT_MX 1.713
-score HOSTED_IMG_FREEM 0.149
-score HOSTED_IMG_MULTI 0.299
+score HK_RCVD_IP_MULTICAST 0.487
+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 HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.296
-score HTML_TEXT_INVISIBLE_STYLE 1.909
+score HTML_SINGLET_MANY 2.455
+score HTML_TEXT_INVISIBLE_STYLE 1.862
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 1.282
-score KHOP_HELO_FCRDNS 0.399
-score LIST_PARTIAL_SHORT_MSG 2.500
-score LIST_PRTL_SAME_USER 0.137
-score LITECOIN_EXTORT_01 0.148
-score LONG_HEX_URI 2.295
-score LONG_IMG_URI 1.042
+score KHOP_FAKE_EBAY 1.294
+score KHOP_HELO_FCRDNS 0.400
+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 LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 1.931
-score MALWARE_NORDNS 2.265
-score MALWARE_PASSWORD 3.310
-score MAY_BE_FORGED 0.001 # force non-zero
+score MALF_HTML_B64 0.934
+score MALWARE_NORDNS 2.630
+score MALWARE_PASSWORD 2.875
+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 1.888
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.418
-score MONEY_FRAUD_3 1.031
+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_FRAUD_5 2.899
score MONEY_FRAUD_8 3.099
-score MONEY_FROM_41 2.000
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
score MSM_PRIO_REPTO 2.499
-score NORDNS_LOW_CONTRAST 1.802
-score NO_FM_NAME_IP_HOSTN 0.123
-score NSL_RCVD_FROM_USER 0.956
-score NSL_RCVD_HELO_USER 1.020
-score NUMBEREND_LINKBAIT 0.541
-score NUMBERONLY_BITCOIN_EXP 0.755
-score OBFU_BITCOIN 2.781
+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 NUMBEREND_LINKBAIT 0.999
+score NUMBERONLY_BITCOIN_EXP 1.311
+score OBFU_BITCOIN 1.643
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 1.443
+score PDS_FROM_2_EMAILS 1.448
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_LTC_AHACKER 1.963
+score PDS_LTC_AHACKER 1.146
score PDS_LTC_CP 2.999
-score PDS_LTC_HUSH 1.819
+score PDS_LTC_HUSH 1.811
score PDS_NAKED_TO_NUMERO 1.999
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
@@ -151,54 +151,55 @@ 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 0.826
-score RATWARE_NO_RDNS 2.999
+score PP_MIME_FAKE_ASCII_TEXT 0.828
+score RATWARE_NO_RDNS 3.000
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.842
+score RDNS_NUM_TLD_XM 2.697
score SERGIO_SUBJECT_PORN014 2.899
-score SERGIO_SUBJECT_VIAGRA01 1.328
-score SHORTENER_SHORT_IMG 0.788
+score SERGIO_SUBJECT_VIAGRA01 1.226
+score SHORTENER_SHORT_IMG 1.835
score SHORT_IMG_SUSP_NTLD 1.499
-score SHORT_SHORTNER 1.994
-score SINGLETS_LOW_CONTRAST 0.746
+score SHORT_SHORTNER 1.999
+score SINGLETS_LOW_CONTRAST 0.583
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 2.000
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_FEW 0.750
score SUBJ_OBFU_PUNCT_MANY 1.749
score THIS_AD 1.999
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.846
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.319
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.500
-score TO_EQ_FM_DOM_HTML_IMG 0.134
-score TO_EQ_FM_DOM_HTML_ONLY 0.940
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
-score TO_EQ_FM_HTML_ONLY 0.071
-score TO_EQ_FM_SPF_FAIL 1.824
+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_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.130
+score TO_EQ_FM_SPF_FAIL 1.820
score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 2.267
-score TO_NO_BRKTS_DYNIP 3.436
+score TO_NO_BRKTS_DYNIP 3.432
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.554
+score TO_NO_BRKTS_HTML_IMG 0.841
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.659
+score TO_NO_BRKTS_NORDNS_HTML 1.767
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_OCT 0.655
+score TVD_IP_OCT 0.414
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.500
-score UPGRADE_MAILBOX 0.001
-score URI_GOOGLE_PROXY 2.299
-score URI_ONLY_MSGID_MALF 1.999
+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 URI_PHISH 3.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 2.446
-score URI_WP_HACKED 2.986
+score URI_WP_DIRINDEX 2.448
+score URI_WP_HACKED 2.985
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.019
+score XPRIO_URL_SHORTNER 0.012
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -256,7 +257,6 @@ score GOOGLE_DOCS_PHISH 1.0
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
score GOOG_MALWARE_DNLD 1.000
-score GOOG_REDIR_HTML_ONLY 1.000
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
score HK_LOTTO 1.000
@@ -271,7 +271,6 @@ score MANY_HDRS_LCASE 0.1
score MIME_NO_TEXT 1.000
score MONERO_EXTORT_01 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_HELO_SPF_FAIL 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
@@ -299,7 +298,6 @@ 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=1871119&r1=1871118&r2=1871119&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Dec 10 05:29:27 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 621857 47.248% (99.629% of non-spam corpus)
-# Correctly spam: 527526 40.081% (76.234% of spam corpus)
-# False positives: 2315 0.176% (0.371% of nonspam, 73998 weighted)
-# False negatives: 164458 12.495% (23.766% of spam, 337474 weighted)
+# 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: 1316156 100.00%
+# TOTAL: 1316102 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77647 99.60%
-# Correctly spam: 65701 76.13%
-# False positives: 308 0.40%
-# False negatives: 20595 23.87%
-# TCR(l=50): 2.397444 SpamRecall: 76.134% SpamPrec: 99.533%
+# 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%
##### 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: 610415 97.80%
-# Correctly spam: 273344 39.50%
+# Correctly spam: 273536 39.53%
# False positives: 13757 2.20%
-# False negatives: 418640 60.50%
-# TCR(l=50): 0.625387 SpamRecall: 39.501% SpamPrec: 95.208%
+# False negatives: 418394 60.47%
+# TCR(l=50): 0.625477 SpamRecall: 39.532% SpamPrec: 95.212%
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: 34172 39.60%
+# Correctly spam: 34147 39.57%
# False positives: 1698 2.18%
-# False negatives: 52124 60.40%
-# TCR(l=50): 0.629787 SpamRecall: 39.599% SpamPrec: 95.266%
+# False negatives: 52145 60.43%
+# TCR(l=50): 0.629662 SpamRecall: 39.571% SpamPrec: 95.263%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1871119&r1=1871118&r2=1871119&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Dec 10 05:29:27 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 641243 47.909% (99.839% of non-spam corpus)
-# Correctly spam: 628007 46.920% (90.208% of spam corpus)
-# False positives: 1034 0.077% (0.161% of nonspam, 76045 weighted)
-# False negatives: 68169 5.093% (9.792% of spam, 129543 weighted)
-# Average score for spam: 15.9 nonspam: -2.4
+# 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
# Average for false-pos: 6.8 false-neg: 1.9
-# TOTAL: 1338453 100.00%
+# TOTAL: 1338400 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 80007 99.83%
-# Correctly spam: 78344 90.23%
-# False positives: 133 0.17%
-# False negatives: 8482 9.77%
-# TCR(l=50): 5.737906 SpamRecall: 90.231% SpamPrec: 99.831%
+# Correctly non-spam: 80008 99.84%
+# Correctly spam: 78263 90.15%
+# False positives: 132 0.16%
+# False negatives: 8556 9.85%
+# TCR(l=50): 5.728358 SpamRecall: 90.145% 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: 465490 66.86%
+# Correctly spam: 465049 66.81%
# False positives: 2003 0.31%
-# False negatives: 230686 33.14%
-# TCR(l=50): 2.104293 SpamRecall: 66.864% SpamPrec: 99.572%
+# False negatives: 231074 33.19%
+# TCR(l=50): 2.101668 SpamRecall: 66.806% 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: 58064 66.87%
+# Correctly spam: 58302 67.15%
# False positives: 265 0.33%
-# False negatives: 28762 33.13%
-# TCR(l=50): 2.066695 SpamRecall: 66.874% SpamPrec: 99.546%
+# False negatives: 28517 32.85%
+# TCR(l=50): 2.078651 SpamRecall: 67.154% SpamPrec: 99.548%