Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1871318&r1=1871317&r2=1871318&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Dec 13 05:28:10 2019
@@ -2,202 +2,201 @@
# 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 2.705
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.480
+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 ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.469
-score ADVANCE_FEE_3_NEW_MONEY 2.541
-score ADVANCE_FEE_4_NEW 2.145
+score ADVANCE_FEE_3_NEW_MONEY 2.699
+score ADVANCE_FEE_4_NEW 2.152
score ADVANCE_FEE_4_NEW_MONEY 2.799
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.275
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.305
score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.246
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.150
-score BITCOIN_DEADLINE 1.268
-score BITCOIN_EXTORT_01 1.972
-score BITCOIN_MALWARE 0.967
+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 BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 2.157
-score BITCOIN_SPAM_07 2.647
-score BITCOIN_SPAM_08 0.431
-score BITCOIN_SPAM_09 1.500
+score BITCOIN_SPAM_05 1.333
+score BITCOIN_SPAM_07 2.427
+score BITCOIN_SPAM_08 0.205
+score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 1.727
-score BODY_SINGLE_WORD 1.388
+score BODY_SINGLE_URI 1.940
+score BODY_SINGLE_WORD 1.176
score BODY_URI_ONLY 0.999
-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 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 DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.237
-score DX_TEXT_03 2.399
-score EBAY_IMG_NOT_RCVD_EBAY 1.321
-score END_FUTURE_EMAILS 1.045
-score FILL_THIS_FORM 0.305
-score FORGED_RELAY_MUA_TO_MX 3.315
+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 FORGED_SPF_HELO 1.999
-score FORM_FRAUD 0.999
-score FORM_FRAUD_5 2.520
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 0.178
-score FROM_2_EMAILS_SHORT 0.605
-score FROM_ADDR_WS 0.361
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.799
+score FORM_FRAUD 1.000
+score FORM_FRAUD_5 2.533
+score FOUND_YOU 3.249
+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 FROM_FMBLA_NEWDOM28 0.800
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 1.999
-score FROM_MISSP_DYNIP 3.748
+score FROM_MISSP_DYNIP 3.764
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 1.407
-score FROM_MISSP_MSFT 1.020
-score FROM_MISSP_REPLYTO 2.499
+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 0.431
-score FROM_MISSP_USER 0.586
-score FROM_MISSP_XPRIO 2.242
-score FROM_NTLD_LINKBAIT 1.065
-score FROM_NTLD_REPLY_FREEMAIL 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_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 0.751
-score FROM_WORDY 1.791
-score FSL_BULK_SIG 0.124
-score FSL_CTYPE_WIN1251 2.393
-score FSL_NEW_HELO_USER 1.681
-score FSL_THIS_IS_ADV 2.741
-score FUZZY_CLICK_HERE 1.312
-score GB_BITCOIN_CP 3.000
-score GB_BITCOIN_NH 2.892
+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 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 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.905
-score HK_NAME_MR_MRS 0.999
+score HELO_NO_DOMAIN 0.955
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.483
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.912
-score HOSTED_IMG_FREEM 0.254
-score HOSTED_IMG_MULTI 0.702
+score HK_RCVD_IP_MULTICAST 0.486
+score HK_SCAM 2.000
+score HOSTED_IMG_DIRECT_MX 0.998
+score HOSTED_IMG_FREEM 0.001
+score HOSTED_IMG_MULTI 1.463
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.395
-score HTML_TEXT_INVISIBLE_STYLE 2.005
-score IMG_ONLY_FM_DOM_INFO 2.499
+score HTML_SINGLET_MANY 2.270
+score HTML_TEXT_INVISIBLE_STYLE 1.830
+score IMG_ONLY_FM_DOM_INFO 2.500
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.001
+score KHOP_FAKE_EBAY 1.209
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.068
-score LITECOIN_EXTORT_01 1.896
-score LONG_HEX_URI 2.298
-score LONG_IMG_URI 1.041
+score LIST_PRTL_SAME_USER 0.001
+score LITECOIN_EXTORT_01 2.737
+score LONG_HEX_URI 2.295
+score LONG_IMG_URI 1.038
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 0.387
-score MALWARE_NORDNS 2.223
-score MALWARE_PASSWORD 3.241
+score MALF_HTML_B64 0.868
+score MALWARE_NORDNS 1.066
+score MALWARE_PASSWORD 2.868
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.699
+score MILLION_HUNDRED 2.700
score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_ES 2.500
-score MONEY_ATM_CARD 2.699
-score MONEY_FORM 0.032
-score MONEY_FORM_SHORT 2.422
-score MONEY_FRAUD_3 1.035
+score MONEY_ATM_CARD 2.700
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 2.420
+score MONEY_FRAUD_3 1.040
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 MONEY_FROM_MISSP 2.000
score MSM_PRIO_REPTO 2.499
-score NORDNS_LOW_CONTRAST 1.709
-score NO_FM_NAME_IP_HOSTN 0.169
-score NSL_RCVD_FROM_USER 0.463
-score NSL_RCVD_HELO_USER 1.486
-score NUMBEREND_LINKBAIT 0.423
-score NUMBERONLY_BITCOIN_EXP 1.049
-score OBFU_BITCOIN 2.803
+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 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 1.446
-score PDS_FROM_NAME_TO_DOMAIN 1.000
+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 0.844
+score PDS_LTC_AHACKER 1.392
score PDS_LTC_CP 2.999
-score PDS_LTC_HUSH 1.813
+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_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
+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 0.999
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
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 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 1.414
+score RDNS_NUM_TLD_XM 1.492
score SERGIO_SUBJECT_PORN014 2.899
-score SERGIO_SUBJECT_VIAGRA01 1.330
-score SHORTENER_SHORT_IMG 1.789
-score SHORT_IMG_SUSP_NTLD 1.316
-score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.644
+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 SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.003
+score SPOOFED_FREEM_REPTO 1.999
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.750
-score SUBJ_OBFU_PUNCT_MANY 1.750
+score SUBJ_OBFU_PUNCT_MANY 1.749
score THIS_AD 1.999
score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.315
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.500
-score TO_EQ_FM_DOM_HTML_IMG 0.012
-score TO_EQ_FM_DOM_HTML_ONLY 0.218
+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_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.978
-score TO_EQ_FM_SPF_FAIL 1.584
+score TO_EQ_FM_HTML_ONLY 0.186
+score TO_EQ_FM_SPF_FAIL 1.828
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.268
-score TO_NO_BRKTS_DYNIP 3.435
+score TO_NAME_SUBJ_NO_RDNS 2.269
+score TO_NO_BRKTS_DYNIP 3.436
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.983
+score TO_NO_BRKTS_HTML_IMG 0.992
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.500
-score TO_NO_BRKTS_NORDNS_HTML 1.658
+score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.741
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_OCT 1.827
+score TVD_IP_OCT 1.235
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
score UPGRADE_MAILBOX 0.001
-score URI_GOOGLE_PROXY 2.299
+score URI_GOOGLE_PROXY 2.399
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.900
-score URI_PHP_REDIR 3.500
+score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 2.440
-score URI_WP_HACKED 3.152
+score URI_WP_DIRINDEX 2.448
+score URI_WP_HACKED 2.984
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.247
+score XPRIO_URL_SHORTNER 0.003
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -236,7 +235,6 @@ 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
@@ -296,6 +294,7 @@ 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=1871318&r1=1871317&r2=1871318&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Dec 13 05:28:10 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 624155 50.543% (99.490% of non-spam corpus)
-# Correctly spam: 466733 37.796% (76.824% of spam corpus)
-# False positives: 3200 0.259% (0.510% of nonspam, 88948 weighted)
-# False negatives: 140799 11.402% (23.176% of spam, 287339 weighted)
-# Average score for spam: 10.0 nonspam: 0.6
-# Average for false-pos: 5.7 false-neg: 2.0
-# TOTAL: 1234887 100.00%
+# 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%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77915 99.49%
-# Correctly spam: 58312 76.82%
-# False positives: 401 0.51%
-# False negatives: 17593 23.18%
-# TCR(l=50): 2.016444 SpamRecall: 76.822% SpamPrec: 99.317%
+# 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%
##### 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: 614178 97.90%
-# Correctly spam: 228620 37.63%
-# False positives: 13177 2.10%
-# False negatives: 378912 62.37%
-# TCR(l=50): 0.585425 SpamRecall: 37.631% SpamPrec: 94.550%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 76663 97.89%
-# Correctly spam: 28609 37.69%
-# False positives: 1653 2.11%
-# False negatives: 47296 62.31%
-# TCR(l=50): 0.584127 SpamRecall: 37.691% SpamPrec: 94.538%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1871318&r1=1871317&r2=1871318&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Dec 13 05:28:10 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 641238 47.914% (99.838% of non-spam corpus)
-# Correctly spam: 627817 46.912% (90.201% of spam corpus)
-# False positives: 1039 0.078% (0.162% of nonspam, 76208 weighted)
-# False negatives: 68204 5.096% (9.799% of spam, 129781 weighted)
-# Average score for spam: 15.7 nonspam: -2.4
+# 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)
+# Average score for spam: 15.6 nonspam: -2.4
# Average for false-pos: 6.8 false-neg: 1.9
-# TOTAL: 1338298 100.00%
+# TOTAL: 1338255 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: 78327 90.23%
-# False positives: 133 0.17%
-# False negatives: 8480 9.77%
-# TCR(l=50): 5.737409 SpamRecall: 90.231% SpamPrec: 99.830%
+# 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%
##### 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: 465111 66.82%
+# Correctly spam: 465419 66.87%
# False positives: 2003 0.31%
-# False negatives: 230910 33.18%
-# TCR(l=50): 2.102401 SpamRecall: 66.824% SpamPrec: 99.571%
+# False negatives: 230559 33.13%
+# TCR(l=50): 2.104503 SpamRecall: 66.873% 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: 58187 67.03%
+# Correctly spam: 58140 66.98%
# False positives: 265 0.33%
-# False negatives: 28620 32.97%
-# TCR(l=50): 2.073251 SpamRecall: 67.030% SpamPrec: 99.547%
+# False negatives: 28660 33.02%
+# TCR(l=50): 2.071105 SpamRecall: 66.982% SpamPrec: 99.546%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1871318&r1=1871317&r2=1871318&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Dec 13 05:28:10 2019
@@ -2,202 +2,201 @@
# 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 2.705
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.480
+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 ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.469
-score ADVANCE_FEE_3_NEW_MONEY 2.541
-score ADVANCE_FEE_4_NEW 2.145
+score ADVANCE_FEE_3_NEW_MONEY 2.699
+score ADVANCE_FEE_4_NEW 2.152
score ADVANCE_FEE_4_NEW_MONEY 2.799
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.275
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.305
score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.246
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.150
-score BITCOIN_DEADLINE 1.268
-score BITCOIN_EXTORT_01 1.972
-score BITCOIN_MALWARE 0.967
+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 BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 2.157
-score BITCOIN_SPAM_07 2.647
-score BITCOIN_SPAM_08 0.431
-score BITCOIN_SPAM_09 1.500
+score BITCOIN_SPAM_05 1.333
+score BITCOIN_SPAM_07 2.427
+score BITCOIN_SPAM_08 0.205
+score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 1.727
-score BODY_SINGLE_WORD 1.388
+score BODY_SINGLE_URI 1.940
+score BODY_SINGLE_WORD 1.176
score BODY_URI_ONLY 0.999
-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 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 DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.237
-score DX_TEXT_03 2.399
-score EBAY_IMG_NOT_RCVD_EBAY 1.321
-score END_FUTURE_EMAILS 1.045
-score FILL_THIS_FORM 0.305
-score FORGED_RELAY_MUA_TO_MX 3.315
+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 FORGED_SPF_HELO 1.999
-score FORM_FRAUD 0.999
-score FORM_FRAUD_5 2.520
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 0.178
-score FROM_2_EMAILS_SHORT 0.605
-score FROM_ADDR_WS 0.361
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.799
+score FORM_FRAUD 1.000
+score FORM_FRAUD_5 2.533
+score FOUND_YOU 3.249
+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 FROM_FMBLA_NEWDOM28 0.800
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 1.999
-score FROM_MISSP_DYNIP 3.748
+score FROM_MISSP_DYNIP 3.764
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 1.407
-score FROM_MISSP_MSFT 1.020
-score FROM_MISSP_REPLYTO 2.499
+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 0.431
-score FROM_MISSP_USER 0.586
-score FROM_MISSP_XPRIO 2.242
-score FROM_NTLD_LINKBAIT 1.065
-score FROM_NTLD_REPLY_FREEMAIL 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_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 0.751
-score FROM_WORDY 1.791
-score FSL_BULK_SIG 0.124
-score FSL_CTYPE_WIN1251 2.393
-score FSL_NEW_HELO_USER 1.681
-score FSL_THIS_IS_ADV 2.741
-score FUZZY_CLICK_HERE 1.312
-score GB_BITCOIN_CP 3.000
-score GB_BITCOIN_NH 2.892
+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 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 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.905
-score HK_NAME_MR_MRS 0.999
+score HELO_NO_DOMAIN 0.955
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.483
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.912
-score HOSTED_IMG_FREEM 0.254
-score HOSTED_IMG_MULTI 0.702
+score HK_RCVD_IP_MULTICAST 0.486
+score HK_SCAM 2.000
+score HOSTED_IMG_DIRECT_MX 0.998
+score HOSTED_IMG_FREEM 0.001
+score HOSTED_IMG_MULTI 1.463
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.395
-score HTML_TEXT_INVISIBLE_STYLE 2.005
-score IMG_ONLY_FM_DOM_INFO 2.499
+score HTML_SINGLET_MANY 2.270
+score HTML_TEXT_INVISIBLE_STYLE 1.830
+score IMG_ONLY_FM_DOM_INFO 2.500
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.001
+score KHOP_FAKE_EBAY 1.209
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.068
-score LITECOIN_EXTORT_01 1.896
-score LONG_HEX_URI 2.298
-score LONG_IMG_URI 1.041
+score LIST_PRTL_SAME_USER 0.001
+score LITECOIN_EXTORT_01 2.737
+score LONG_HEX_URI 2.295
+score LONG_IMG_URI 1.038
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 0.387
-score MALWARE_NORDNS 2.223
-score MALWARE_PASSWORD 3.241
+score MALF_HTML_B64 0.868
+score MALWARE_NORDNS 1.066
+score MALWARE_PASSWORD 2.868
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.699
+score MILLION_HUNDRED 2.700
score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_ES 2.500
-score MONEY_ATM_CARD 2.699
-score MONEY_FORM 0.032
-score MONEY_FORM_SHORT 2.422
-score MONEY_FRAUD_3 1.035
+score MONEY_ATM_CARD 2.700
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 2.420
+score MONEY_FRAUD_3 1.040
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 MONEY_FROM_MISSP 2.000
score MSM_PRIO_REPTO 2.499
-score NORDNS_LOW_CONTRAST 1.709
-score NO_FM_NAME_IP_HOSTN 0.169
-score NSL_RCVD_FROM_USER 0.463
-score NSL_RCVD_HELO_USER 1.486
-score NUMBEREND_LINKBAIT 0.423
-score NUMBERONLY_BITCOIN_EXP 1.049
-score OBFU_BITCOIN 2.803
+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 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 1.446
-score PDS_FROM_NAME_TO_DOMAIN 1.000
+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 0.844
+score PDS_LTC_AHACKER 1.392
score PDS_LTC_CP 2.999
-score PDS_LTC_HUSH 1.813
+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_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
+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 0.999
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
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 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 1.414
+score RDNS_NUM_TLD_XM 1.492
score SERGIO_SUBJECT_PORN014 2.899
-score SERGIO_SUBJECT_VIAGRA01 1.330
-score SHORTENER_SHORT_IMG 1.789
-score SHORT_IMG_SUSP_NTLD 1.316
-score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.644
+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 SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.003
+score SPOOFED_FREEM_REPTO 1.999
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.750
-score SUBJ_OBFU_PUNCT_MANY 1.750
+score SUBJ_OBFU_PUNCT_MANY 1.749
score THIS_AD 1.999
score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.315
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.500
-score TO_EQ_FM_DOM_HTML_IMG 0.012
-score TO_EQ_FM_DOM_HTML_ONLY 0.218
+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_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.978
-score TO_EQ_FM_SPF_FAIL 1.584
+score TO_EQ_FM_HTML_ONLY 0.186
+score TO_EQ_FM_SPF_FAIL 1.828
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.268
-score TO_NO_BRKTS_DYNIP 3.435
+score TO_NAME_SUBJ_NO_RDNS 2.269
+score TO_NO_BRKTS_DYNIP 3.436
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.983
+score TO_NO_BRKTS_HTML_IMG 0.992
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.500
-score TO_NO_BRKTS_NORDNS_HTML 1.658
+score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.741
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_OCT 1.827
+score TVD_IP_OCT 1.235
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
score UPGRADE_MAILBOX 0.001
-score URI_GOOGLE_PROXY 2.299
+score URI_GOOGLE_PROXY 2.399
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.900
-score URI_PHP_REDIR 3.500
+score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 2.440
-score URI_WP_HACKED 3.152
+score URI_WP_DIRINDEX 2.448
+score URI_WP_HACKED 2.984
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.247
+score XPRIO_URL_SHORTNER 0.003
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -236,7 +235,6 @@ 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
@@ -296,6 +294,7 @@ 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=1871318&r1=1871317&r2=1871318&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Dec 13 05:28:10 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 624155 50.543% (99.490% of non-spam corpus)
-# Correctly spam: 466733 37.796% (76.824% of spam corpus)
-# False positives: 3200 0.259% (0.510% of nonspam, 88948 weighted)
-# False negatives: 140799 11.402% (23.176% of spam, 287339 weighted)
-# Average score for spam: 10.0 nonspam: 0.6
-# Average for false-pos: 5.7 false-neg: 2.0
-# TOTAL: 1234887 100.00%
+# 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%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77915 99.49%
-# Correctly spam: 58312 76.82%
-# False positives: 401 0.51%
-# False negatives: 17593 23.18%
-# TCR(l=50): 2.016444 SpamRecall: 76.822% SpamPrec: 99.317%
+# 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%
##### 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: 614178 97.90%
-# Correctly spam: 228620 37.63%
-# False positives: 13177 2.10%
-# False negatives: 378912 62.37%
-# TCR(l=50): 0.585425 SpamRecall: 37.631% SpamPrec: 94.550%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 76663 97.89%
-# Correctly spam: 28609 37.69%
-# False positives: 1653 2.11%
-# False negatives: 47296 62.31%
-# TCR(l=50): 0.584127 SpamRecall: 37.691% SpamPrec: 94.538%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1871318&r1=1871317&r2=1871318&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Dec 13 05:28:10 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 641238 47.914% (99.838% of non-spam corpus)
-# Correctly spam: 627817 46.912% (90.201% of spam corpus)
-# False positives: 1039 0.078% (0.162% of nonspam, 76208 weighted)
-# False negatives: 68204 5.096% (9.799% of spam, 129781 weighted)
-# Average score for spam: 15.7 nonspam: -2.4
+# 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)
+# Average score for spam: 15.6 nonspam: -2.4
# Average for false-pos: 6.8 false-neg: 1.9
-# TOTAL: 1338298 100.00%
+# TOTAL: 1338255 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: 78327 90.23%
-# False positives: 133 0.17%
-# False negatives: 8480 9.77%
-# TCR(l=50): 5.737409 SpamRecall: 90.231% SpamPrec: 99.830%
+# 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%
##### 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: 465111 66.82%
+# Correctly spam: 465419 66.87%
# False positives: 2003 0.31%
-# False negatives: 230910 33.18%
-# TCR(l=50): 2.102401 SpamRecall: 66.824% SpamPrec: 99.571%
+# False negatives: 230559 33.13%
+# TCR(l=50): 2.104503 SpamRecall: 66.873% 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: 58187 67.03%
+# Correctly spam: 58140 66.98%
# False positives: 265 0.33%
-# False negatives: 28620 32.97%
-# TCR(l=50): 2.073251 SpamRecall: 67.030% SpamPrec: 99.547%
+# False negatives: 28660 33.02%
+# TCR(l=50): 2.071105 SpamRecall: 66.982% SpamPrec: 99.546%