Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1878645&r1=1878644&r2=1878645&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Jun 9 04:40:03 2020
@@ -2,214 +2,215 @@
# 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
+score AC_DIV_BONANZA 0.001 # force non-zero
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.725
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_MONEY 1.533
+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 ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.399
-score ADVANCE_FEE_5_NEW 1.898
+score ADVANCE_FEE_4_NEW_MONEY 2.119
+score ADVANCE_FEE_5_NEW 2.045
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.667
-score AD_PREFS 0.310
+score ADVANCE_FEE_5_NEW_MONEY 0.001
+score AD_PREFS 0.230
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 0.468
-score BITCOIN_EXTORT_02 3.248
-score BITCOIN_SPAM_01 0.844
-score BITCOIN_SPAM_02 1.274
-score BITCOIN_SPAM_03 2.252
-score BITCOIN_SPAM_04 0.585
-score BITCOIN_SPAM_05 1.096
-score BITCOIN_SPAM_08 0.115
-score BODY_SINGLE_URI 0.713
-score BODY_SINGLE_WORD 0.175
+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 BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 1.026
+score BOGUS_MIME_VERSION 0.531
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.840
+score CTE_8BIT_MISMATCH 0.903
score CTYPE_NULL 2.699
-score DEAR_BENEFICIARY 2.628
-score DKIMWL_BL 1.773
-score DKIMWL_WL_HIGH -0.001 # force non-zero
+score DEAR_BENEFICIARY 0.977
+score DKIMWL_BL 1.772
+score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DX_TEXT_03 0.699
-score END_FUTURE_EMAILS 1.796
+score DX_TEXT_03 0.700
+score END_FUTURE_EMAILS 1.795
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.288
-score FORGED_SPF_HELO 1.082
-score FORM_FRAUD 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 FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.799
-score FROM_2_EMAILS_SHORT 1.002
-score FROM_ADDR_WS 0.461
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 0.999
+score FROMSPACE 2.699
+score FROM_2_EMAILS_SHORT 1.035
+score FROM_ADDR_WS 0.725
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.001
+score FROM_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.210
+score FROM_MISSP_DYNIP 3.911
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.094
+score FROM_MISSP_FREEMAIL 2.999
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001 # force non-zero
+score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.038
+score FROM_MISSP_TO_UNDISC 0.667
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.971
-score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 0.423
+score FROM_PAYPAL_SPOOF 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 2.499
+score FROM_WORDY 2.500
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 0.759
-score FUZZY_BITCOIN 1.076
-score FUZZY_IMPORTANT 2.386
-score FUZZY_SECURITY 2.491
-score FUZZY_WALLET 2.007
-score GB_BITCOIN_CP 3.000
-score GB_BITCOIN_NH 2.100
+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 GB_BITCOIN_CP 2.999
+score GB_BITCOIN_NH 2.485
score GB_FREEMAIL_DISPTO 0.499
score GB_GOOGLE_OBFUS 0.001
score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 1.120
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.175
+score HDR_ORDER_FTSDMCXX_NORDNS 1.152
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.173
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.530
-score HK_SCAM 1.999
-score HOSTED_IMG_FREEM 1.714
-score HOSTED_IMG_MULTI 1.296
+score HK_RCVD_IP_MULTICAST 0.817
+score HK_SCAM 1.981
+score HOSTED_IMG_FREEM 1.713
+score HOSTED_IMG_MULTI 2.678
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 0.627
-score HTML_TAG_BALANCE_CENTER 2.034
-score HTML_TEXT_INVISIBLE_STYLE 2.166
-score IMG_ONLY_FM_DOM_INFO 2.396
+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 KB_FORGED_MOZ4 4.199
-score KHOP_FAKE_EBAY 0.106
+score KHOP_FAKE_EBAY 0.577
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 2.518
-score LONG_HEX_URI 1.513
-score LONG_IMG_URI 0.459
+score LIST_PRTL_SAME_USER 2.320
+score LONG_HEX_URI 1.411
+score LONG_IMG_URI 0.457
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.233
-score MALF_HTML_B64 1.812
-score MANY_SPAN_IN_TEXT 3.299
-score MAY_BE_FORGED 0.001 # force non-zero
+score MALFORMED_FREEMAIL 1.301
+score MALF_HTML_B64 2.112
+score MANY_SPAN_IN_TEXT 3.153
+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 0.001
+score MIXED_ES 1.024
score MONEY_ATM_CARD 2.299
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001 # force non-zero
-score MONEY_FRAUD_5 0.523
-score MONEY_FRAUD_8 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_FROM_MISSP 0.001
score MSM_PRIO_REPTO 2.499
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 1.663
+score NO_FM_NAME_IP_HOSTN 1.853
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.386
-score OBFU_BITCOIN 0.232
-score OFFER_ONLY_AMERICA 1.844
+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 PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.866
+score PDS_BTC_NTLD 1.198
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 1.799
-score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_FROM_2_EMAILS 1.800
+score PDS_FROM_NAME_TO_DOMAIN 1.000
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.401
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.621
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_SPOOFED_URL 1.585
+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 0.051
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.383
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_TO_EQ_FROM_NAME 1.799
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TO_EQ_FROM_NAME 1.797
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RATWARE_NO_RDNS 1.739
+score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.093
-score RDNS_NUM_TLD_XM 0.001
-score RISK_FREE 0.372
-score SCRIPT_GIBBERISH 2.700
-score SERGIO_SUBJECT_VIAGRA01 0.278
+score RDNS_NUM_TLD_ATCHNX 0.070
+score RDNS_NUM_TLD_XM 0.908
+score RISK_FREE 0.303
+score SCRIPT_GIBBERISH 2.699
+score SERGIO_SUBJECT_VIAGRA01 0.277
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_IMG_SUSP_NTLD 0.576
-score SHORT_SHORTNER 1.637
-score SINGLETS_LOW_CONTRAST 0.113
+score SHORT_IMG_SUSP_NTLD 0.255
+score SHORT_SHORTNER 1.999
+score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.997
-score SPOOFED_FREEM_REPTO_CHN 0.001
+score SPOOFED_FREEM_REPTO 2.160
+score SPOOFED_FREEM_REPTO_CHN 2.814
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.402
-score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUBJ_UNNEEDED_HTML 0.836
+score SUBJ_OBFU_PUNCT_FEW 0.415
+score SUBJ_OBFU_PUNCT_MANY 1.735
+score SUBJ_UNNEEDED_HTML 2.002
score SUSP_UTF8_WORD_MANY 2.999
score THIS_AD 1.899
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.528
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.397
-score TO_EQ_FM_DIRECT_MX 2.067
+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 TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 1.199
-score TO_EQ_FM_DOM_SPF_FAIL 0.497
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 1.034
+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 1.122
-score TO_NO_BRKTS_HTML_IMG 1.167
+score TO_NO_BRKTS_FROM_MSSP 0.943
+score TO_NO_BRKTS_HTML_IMG 1.174
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.164
+score TO_NO_BRKTS_MSFT 0.232
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 1.188
+score TVD_APPROVED 0.855
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.296
-score UNICODE_OBFU_ASC 1.040
-score UPGRADE_MAILBOX 1.899
-score URI_GOOGLE_PROXY 2.499
+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 URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 0.001
+score URI_ONLY_MSGID_MALF 0.071
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 2.403
-score URI_WP_HACKED_2 1.704
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 1.599
score XFER_LOTSA_MONEY 0.999
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 0.513
-score XPRIO_URL_SHORTNER 0.660
+score XPRIO_SHORT_SUBJ 0.001
+score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878645&r1=1878644&r2=1878645&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Jun 9 04:40:03 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 332305 43.628% (99.300% of non-spam corpus)
-# Correctly spam: 282236 37.055% (66.094% of spam corpus)
-# False positives: 2342 0.307% (0.700% of nonspam, 94876 weighted)
-# False negatives: 144789 19.009% (33.906% of spam, 326911 weighted)
-# Average score for spam: 6.5 nonspam: 0.7
-# Average for false-pos: 6.3 false-neg: 2.3
-# TOTAL: 761672 100.00%
+# 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%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 41370 99.22%
-# Correctly spam: 35092 65.94%
-# False positives: 325 0.78%
-# False negatives: 18124 34.06%
-# TCR(l=50): 1.548147 SpamRecall: 65.943% SpamPrec: 99.082%
+# 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%
##### 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: 324188 96.87%
-# Correctly spam: 225570 52.82%
-# False positives: 10459 3.13%
-# False negatives: 201455 47.18%
-# TCR(l=50): 0.589484 SpamRecall: 52.824% SpamPrec: 95.569%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 40370 96.82%
-# Correctly spam: 28030 52.67%
-# False positives: 1325 3.18%
-# False negatives: 25186 47.33%
-# TCR(l=50): 0.582003 SpamRecall: 52.672% SpamPrec: 95.486%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878645&r1=1878644&r2=1878645&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Jun 9 04:40:03 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 346846 43.097% (98.587% of non-spam corpus)
-# Correctly spam: 385683 47.923% (85.142% of spam corpus)
-# False positives: 4970 0.618% (1.413% of nonspam, 660035 weighted)
-# False negatives: 67303 8.363% (14.858% of spam, 147864 weighted)
-# Average score for spam: 12.4 nonspam: -2.1
+# 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
# Average for false-pos: 10.3 false-neg: 2.2
-# TOTAL: 804802 100.00%
+# TOTAL: 804765 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43186 98.47%
-# Correctly spam: 48090 85.15%
-# False positives: 671 1.53%
-# False negatives: 8388 14.85%
-# TCR(l=50): 1.346702 SpamRecall: 85.148% SpamPrec: 98.624%
+# 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%
##### 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: 347414 98.75%
-# Correctly spam: 251830 55.59%
-# False positives: 4402 1.25%
-# False negatives: 201156 44.41%
-# TCR(l=50): 1.075322 SpamRecall: 55.593% SpamPrec: 98.282%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43287 98.70%
-# Correctly spam: 31276 55.38%
-# False positives: 570 1.30%
-# False negatives: 25202 44.62%
-# TCR(l=50): 1.051693 SpamRecall: 55.377% SpamPrec: 98.210%
+# 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%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1878645&r1=1878644&r2=1878645&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Jun 9 04:40:03 2020
@@ -2,214 +2,215 @@
# 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
+score AC_DIV_BONANZA 0.001 # force non-zero
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.725
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_MONEY 1.533
+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 ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.399
-score ADVANCE_FEE_5_NEW 1.898
+score ADVANCE_FEE_4_NEW_MONEY 2.119
+score ADVANCE_FEE_5_NEW 2.045
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.667
-score AD_PREFS 0.310
+score ADVANCE_FEE_5_NEW_MONEY 0.001
+score AD_PREFS 0.230
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 0.468
-score BITCOIN_EXTORT_02 3.248
-score BITCOIN_SPAM_01 0.844
-score BITCOIN_SPAM_02 1.274
-score BITCOIN_SPAM_03 2.252
-score BITCOIN_SPAM_04 0.585
-score BITCOIN_SPAM_05 1.096
-score BITCOIN_SPAM_08 0.115
-score BODY_SINGLE_URI 0.713
-score BODY_SINGLE_WORD 0.175
+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 BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 1.026
+score BOGUS_MIME_VERSION 0.531
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.840
+score CTE_8BIT_MISMATCH 0.903
score CTYPE_NULL 2.699
-score DEAR_BENEFICIARY 2.628
-score DKIMWL_BL 1.773
-score DKIMWL_WL_HIGH -0.001 # force non-zero
+score DEAR_BENEFICIARY 0.977
+score DKIMWL_BL 1.772
+score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DX_TEXT_03 0.699
-score END_FUTURE_EMAILS 1.796
+score DX_TEXT_03 0.700
+score END_FUTURE_EMAILS 1.795
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.288
-score FORGED_SPF_HELO 1.082
-score FORM_FRAUD 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 FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.799
-score FROM_2_EMAILS_SHORT 1.002
-score FROM_ADDR_WS 0.461
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 0.999
+score FROMSPACE 2.699
+score FROM_2_EMAILS_SHORT 1.035
+score FROM_ADDR_WS 0.725
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.001
+score FROM_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.210
+score FROM_MISSP_DYNIP 3.911
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.094
+score FROM_MISSP_FREEMAIL 2.999
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001 # force non-zero
+score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.038
+score FROM_MISSP_TO_UNDISC 0.667
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.971
-score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 0.423
+score FROM_PAYPAL_SPOOF 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 2.499
+score FROM_WORDY 2.500
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 0.759
-score FUZZY_BITCOIN 1.076
-score FUZZY_IMPORTANT 2.386
-score FUZZY_SECURITY 2.491
-score FUZZY_WALLET 2.007
-score GB_BITCOIN_CP 3.000
-score GB_BITCOIN_NH 2.100
+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 GB_BITCOIN_CP 2.999
+score GB_BITCOIN_NH 2.485
score GB_FREEMAIL_DISPTO 0.499
score GB_GOOGLE_OBFUS 0.001
score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 1.120
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.175
+score HDR_ORDER_FTSDMCXX_NORDNS 1.152
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.173
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.530
-score HK_SCAM 1.999
-score HOSTED_IMG_FREEM 1.714
-score HOSTED_IMG_MULTI 1.296
+score HK_RCVD_IP_MULTICAST 0.817
+score HK_SCAM 1.981
+score HOSTED_IMG_FREEM 1.713
+score HOSTED_IMG_MULTI 2.678
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 0.627
-score HTML_TAG_BALANCE_CENTER 2.034
-score HTML_TEXT_INVISIBLE_STYLE 2.166
-score IMG_ONLY_FM_DOM_INFO 2.396
+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 KB_FORGED_MOZ4 4.199
-score KHOP_FAKE_EBAY 0.106
+score KHOP_FAKE_EBAY 0.577
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 2.518
-score LONG_HEX_URI 1.513
-score LONG_IMG_URI 0.459
+score LIST_PRTL_SAME_USER 2.320
+score LONG_HEX_URI 1.411
+score LONG_IMG_URI 0.457
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.233
-score MALF_HTML_B64 1.812
-score MANY_SPAN_IN_TEXT 3.299
-score MAY_BE_FORGED 0.001 # force non-zero
+score MALFORMED_FREEMAIL 1.301
+score MALF_HTML_B64 2.112
+score MANY_SPAN_IN_TEXT 3.153
+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 0.001
+score MIXED_ES 1.024
score MONEY_ATM_CARD 2.299
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001 # force non-zero
-score MONEY_FRAUD_5 0.523
-score MONEY_FRAUD_8 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_FROM_MISSP 0.001
score MSM_PRIO_REPTO 2.499
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 1.663
+score NO_FM_NAME_IP_HOSTN 1.853
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.386
-score OBFU_BITCOIN 0.232
-score OFFER_ONLY_AMERICA 1.844
+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 PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.866
+score PDS_BTC_NTLD 1.198
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 1.799
-score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_FROM_2_EMAILS 1.800
+score PDS_FROM_NAME_TO_DOMAIN 1.000
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.401
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.621
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_SPOOFED_URL 1.585
+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 0.051
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.383
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_TO_EQ_FROM_NAME 1.799
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TO_EQ_FROM_NAME 1.797
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RATWARE_NO_RDNS 1.739
+score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.093
-score RDNS_NUM_TLD_XM 0.001
-score RISK_FREE 0.372
-score SCRIPT_GIBBERISH 2.700
-score SERGIO_SUBJECT_VIAGRA01 0.278
+score RDNS_NUM_TLD_ATCHNX 0.070
+score RDNS_NUM_TLD_XM 0.908
+score RISK_FREE 0.303
+score SCRIPT_GIBBERISH 2.699
+score SERGIO_SUBJECT_VIAGRA01 0.277
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_IMG_SUSP_NTLD 0.576
-score SHORT_SHORTNER 1.637
-score SINGLETS_LOW_CONTRAST 0.113
+score SHORT_IMG_SUSP_NTLD 0.255
+score SHORT_SHORTNER 1.999
+score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.997
-score SPOOFED_FREEM_REPTO_CHN 0.001
+score SPOOFED_FREEM_REPTO 2.160
+score SPOOFED_FREEM_REPTO_CHN 2.814
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.402
-score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUBJ_UNNEEDED_HTML 0.836
+score SUBJ_OBFU_PUNCT_FEW 0.415
+score SUBJ_OBFU_PUNCT_MANY 1.735
+score SUBJ_UNNEEDED_HTML 2.002
score SUSP_UTF8_WORD_MANY 2.999
score THIS_AD 1.899
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.528
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.397
-score TO_EQ_FM_DIRECT_MX 2.067
+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 TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 1.199
-score TO_EQ_FM_DOM_SPF_FAIL 0.497
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 1.034
+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 1.122
-score TO_NO_BRKTS_HTML_IMG 1.167
+score TO_NO_BRKTS_FROM_MSSP 0.943
+score TO_NO_BRKTS_HTML_IMG 1.174
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.164
+score TO_NO_BRKTS_MSFT 0.232
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 1.188
+score TVD_APPROVED 0.855
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.296
-score UNICODE_OBFU_ASC 1.040
-score UPGRADE_MAILBOX 1.899
-score URI_GOOGLE_PROXY 2.499
+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 URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 0.001
+score URI_ONLY_MSGID_MALF 0.071
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 2.403
-score URI_WP_HACKED_2 1.704
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 1.599
score XFER_LOTSA_MONEY 0.999
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 0.513
-score XPRIO_URL_SHORTNER 0.660
+score XPRIO_SHORT_SUBJ 0.001
+score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878645&r1=1878644&r2=1878645&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Jun 9 04:40:03 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 332305 43.628% (99.300% of non-spam corpus)
-# Correctly spam: 282236 37.055% (66.094% of spam corpus)
-# False positives: 2342 0.307% (0.700% of nonspam, 94876 weighted)
-# False negatives: 144789 19.009% (33.906% of spam, 326911 weighted)
-# Average score for spam: 6.5 nonspam: 0.7
-# Average for false-pos: 6.3 false-neg: 2.3
-# TOTAL: 761672 100.00%
+# 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%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 41370 99.22%
-# Correctly spam: 35092 65.94%
-# False positives: 325 0.78%
-# False negatives: 18124 34.06%
-# TCR(l=50): 1.548147 SpamRecall: 65.943% SpamPrec: 99.082%
+# 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%
##### 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: 324188 96.87%
-# Correctly spam: 225570 52.82%
-# False positives: 10459 3.13%
-# False negatives: 201455 47.18%
-# TCR(l=50): 0.589484 SpamRecall: 52.824% SpamPrec: 95.569%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 40370 96.82%
-# Correctly spam: 28030 52.67%
-# False positives: 1325 3.18%
-# False negatives: 25186 47.33%
-# TCR(l=50): 0.582003 SpamRecall: 52.672% SpamPrec: 95.486%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878645&r1=1878644&r2=1878645&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Jun 9 04:40:03 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 346846 43.097% (98.587% of non-spam corpus)
-# Correctly spam: 385683 47.923% (85.142% of spam corpus)
-# False positives: 4970 0.618% (1.413% of nonspam, 660035 weighted)
-# False negatives: 67303 8.363% (14.858% of spam, 147864 weighted)
-# Average score for spam: 12.4 nonspam: -2.1
+# 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
# Average for false-pos: 10.3 false-neg: 2.2
-# TOTAL: 804802 100.00%
+# TOTAL: 804765 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43186 98.47%
-# Correctly spam: 48090 85.15%
-# False positives: 671 1.53%
-# False negatives: 8388 14.85%
-# TCR(l=50): 1.346702 SpamRecall: 85.148% SpamPrec: 98.624%
+# 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%
##### 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: 347414 98.75%
-# Correctly spam: 251830 55.59%
-# False positives: 4402 1.25%
-# False negatives: 201156 44.41%
-# TCR(l=50): 1.075322 SpamRecall: 55.593% SpamPrec: 98.282%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43287 98.70%
-# Correctly spam: 31276 55.38%
-# False positives: 570 1.30%
-# False negatives: 25202 44.62%
-# TCR(l=50): 1.051693 SpamRecall: 55.377% SpamPrec: 98.210%
+# 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%