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svn commit: r1878495 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1878495&r1=1878494&r2=1878495&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jun 5 05:44:44 2020
@@ -4,187 +4,188 @@
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score ADMITS_SPAM 0.958
-score ADVANCE_FEE_2_NEW_MONEY 1.421
-score ADVANCE_FEE_3_NEW 2.590
-score ADVANCE_FEE_3_NEW_MONEY 1.092
-score ADVANCE_FEE_4_NEW 0.001 # force non-zero
-score ADVANCE_FEE_4_NEW_MONEY 2.085
+score ADMITS_SPAM 0.956
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_MONEY 1.230
+score ADVANCE_FEE_4_NEW 0.001
+score ADVANCE_FEE_4_NEW_MONEY 2.157
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.021
-score AD_PREFS 0.033
+score ADVANCE_FEE_5_NEW_MONEY 0.001
+score AD_PREFS 0.178
score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.942
-score BITCOIN_EXTORT_01 0.856
-score BITCOIN_EXTORT_02 2.722
-score BITCOIN_SPAM_01 1.263
-score BITCOIN_SPAM_02 0.001 # force non-zero
-score BITCOIN_SPAM_03 2.382
-score BITCOIN_SPAM_05 1.654
-score BITCOIN_SPAM_08 0.001 # force non-zero
-score BODY_SINGLE_URI 2.089
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.222
+score BITCOIN_EXTORT_01 0.765
+score BITCOIN_EXTORT_02 3.480
+score BITCOIN_SPAM_01 1.039
+score BITCOIN_SPAM_02 0.521
+score BITCOIN_SPAM_03 1.998
+score BITCOIN_SPAM_05 1.557
+score BITCOIN_SPAM_08 1.485
+score BODY_SINGLE_URI 2.133
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.000
+score BODY_URI_ONLY 0.999
score CK_HELO_DYNAMIC_SPLIT_IP 1.499
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.999
score CTYPE_NULL 2.899
-score DEAR_BENEFICIARY 1.030
-score DKIMWL_BL 2.303
+score DEAR_BENEFICIARY 1.257
+score DKIMWL_BL 1.774
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 0.999
-score END_FUTURE_EMAILS 2.188
-score FILL_THIS_FORM 0.462
-score FORGED_RELAY_MUA_TO_MX 3.599
-score FORGED_SPF_HELO 2.247
-score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score END_FUTURE_EMAILS 2.499
+score FILL_THIS_FORM 0.384
+score FORGED_RELAY_MUA_TO_MX 3.600
+score FORGED_SPF_HELO 2.171
+score FORM_FRAUD 0.145
+score FORM_FRAUD_5 0.001 # force non-zero
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.820
+score FROM_ADDR_WS 0.814
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.001
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.343
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
+score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.275
+score FROM_MISSP_DYNIP 1.584
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.089
+score FROM_MISSP_FREEMAIL 1.620
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.072
+score FROM_NTLD_REPLY_FREEMAIL 0.455
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.016
-score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.270
+score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 2.201
-score FUZZY_SECURITY 2.486
-score FUZZY_WALLET 2.004
+score FUZZY_BITCOIN 2.202
+score FUZZY_SECURITY 3.999
+score FUZZY_WALLET 1.381
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.397
-score GB_FREEMAIL_DISPTO 0.500
-score GB_GOOGLE_OBFUS 0.749
-score HDRS_LCASE 0.100
+score GB_BITCOIN_NH 2.731
+score GB_FREEMAIL_DISPTO 0.499
+score GB_GOOGLE_OBFUS 0.501
+score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.001
-score HDR_ORDER_FTSDMCXX_NORDNS 3.000
+score HDR_ORDER_FTSDMCXX_DIRECT 1.311
+score HDR_ORDER_FTSDMCXX_NORDNS 2.999
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_NAME_MR_MRS 0.999
+score HELO_NO_DOMAIN 0.001
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.071
-score HK_SCAM 1.200
-score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI 1.534
-score HTML_FONT_TINY_NORDNS 0.001 # force non-zero
+score HK_RANDOM_REPLYTO 1.000
+score HK_RCVD_IP_MULTICAST 0.118
+score HK_SCAM 1.100
+score HOSTED_IMG_FREEM 2.420
+score HOSTED_IMG_MULTI 1.075
+score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 0.779
-score HTML_TAG_BALANCE_CENTER 2.799
-score HTML_TEXT_INVISIBLE_STYLE 1.293
+score HTML_SINGLET_MANY 1.128
+score HTML_TAG_BALANCE_CENTER 2.876
+score HTML_TEXT_INVISIBLE_STYLE 1.223
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.099
-score KHOP_FAKE_EBAY 0.900
+score KHOP_FAKE_EBAY 0.205
score KHOP_HELO_FCRDNS 0.276
-score LIST_PRTL_SAME_USER 2.094
-score LONG_HEX_URI 1.615
-score LONG_IMG_URI 0.963
+score LIST_PRTL_SAME_USER 2.158
+score LONG_HEX_URI 2.427
+score LONG_IMG_URI 0.971
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.798
+score MALFORMED_FREEMAIL 1.744
score MALF_HTML_B64 3.499
-score MANY_SPAN_IN_TEXT 3.619
-score MAY_BE_FORGED 0.005
-score MILLION_HUNDRED 0.496
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MANY_SPAN_IN_TEXT 3.627
+score MAY_BE_FORGED 0.001 # force non-zero
+score MILLION_HUNDRED 0.497
+score MIMEOLE_DIRECT_TO_MX 0.099
score MIME_NO_TEXT 1.999
-score MONEY_ATM_CARD 2.069
-score MONEY_FORM_SHORT 1.237
-score MONEY_FRAUD_3 0.001 # force non-zero
-score MONEY_FRAUD_5 0.402
-score MONEY_FRAUD_8 0.125
+score MONEY_ATM_CARD 1.849
+score MONEY_FORM_SHORT 1.239
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 0.853
+score MONEY_FRAUD_8 0.597
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001
-score MSM_PRIO_REPTO 2.321
-score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 1.065
+score MONEY_FROM_MISSP 0.291
+score MSM_PRIO_REPTO 2.492
+score NORDNS_LOW_CONTRAST 2.500
+score NO_FM_NAME_IP_HOSTN 0.493
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.001
-score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.499
+score NUMBERONLY_BITCOIN_EXP 0.620
+score OBFU_BITCOIN 0.011
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.961
-score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
+score PDS_BTC_NTLD 0.333
+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 2.199
-score PDS_FROM_NAME_TO_DOMAIN 1.000
-score PDS_HP_HELO_NORDNS 0.057
+score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_HP_HELO_NORDNS 0.196
score PDS_NAKED_TO_NUMERO 1.999
score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_SPOOFED_URL 2.000
-score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.047
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.448
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
+score PDS_SHORTFWD_URISHRT 1.500
+score PDS_SHORT_SPOOFED_URL 1.999
+score PDS_TINYSUBJ_URISHRT 0.470
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.495
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TONAME_EQ_TOLOCAL_SHORT 2.000
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.001
+score PDS_TO_EQ_FROM_NAME 1.797
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.209
-score RDNS_NUM_TLD_XM 0.837
-score SCRIPT_GIBBERISH 2.826
+score RDNS_NUM_TLD_ATCHNX 1.180
+score RDNS_NUM_TLD_XM 0.842
+score SCRIPT_GIBBERISH 2.823
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_IMG_SUSP_NTLD 1.251
+score SHORT_IMG_SUSP_NTLD 0.455
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 1.458
+score SINGLETS_LOW_CONTRAST 1.108
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.998
+score SPOOFED_FREEM_REPTO 2.001
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 1.750
-score SUSP_UTF8_WORD_MANY 3.000
+score SUSP_UTF8_WORD_MANY 2.999
score THIS_AD 2.099
-score THIS_IS_ADV_SUSP_NTLD 0.836
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.467
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.015
-score TO_EQ_FM_DIRECT_MX 2.497
+score THIS_IS_ADV_SUSP_NTLD 0.001
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.189
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.545
+score TO_EQ_FM_DIRECT_MX 2.312
score TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 1.499
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
-score TO_EQ_FM_HTML_ONLY 0.124
-score TO_EQ_FM_SPF_FAIL 1.101
+score TO_EQ_FM_DOM_SPF_FAIL 0.805
+score TO_EQ_FM_HTML_ONLY 0.062
+score TO_EQ_FM_SPF_FAIL 0.482
score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 2.260
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.297
+score TO_NO_BRKTS_HTML_IMG 1.165
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_MSFT 0.063
+score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 0.875
-score TVD_SPACE_ENCODED 0.001 # force non-zero
+score TVD_APPROVED 0.880
+score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
-score UNICODE_OBFU_ASC 1.036
-score UPGRADE_MAILBOX 1.025
-score URI_GOOGLE_PROXY 2.600
+score UNICODE_OBFU_ASC 1.040
+score UPGRADE_MAILBOX 1.612
+score URI_GOOGLE_PROXY 2.599
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.999
+score URI_ONLY_MSGID_MALF 1.975
score URI_PHISH 3.100
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
@@ -192,9 +193,9 @@ score URI_WPADMIN 2.7
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XFER_LOTSA_MONEY 0.896
-score XPRIO_SHORT_SUBJ 0.425
-score XPRIO_URL_SHORTNER 0.869
+score XFER_LOTSA_MONEY 0.887
+score XPRIO_SHORT_SUBJ 0.964
+score XPRIO_URL_SHORTNER 0.999
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -238,7 +239,6 @@ score EBAY_IMG_NOT_RCVD_EBAY 1.0
score ENCRYPTED_MESSAGE -1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
-score FORM_FRAUD 1.000
score FORM_LOW_CONTRAST 1.000
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878495&r1=1878494&r2=1878495&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jun 5 05:44:44 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 919212 64.425% (99.655% of non-spam corpus)
-# Correctly spam: 347468 24.353% (68.887% of spam corpus)
-# False positives: 3184 0.223% (0.345% of nonspam, 55549 weighted)
-# False negatives: 156932 10.999% (31.113% of spam, 361549 weighted)
+# Correctly non-spam: 898679 63.730% (99.672% of non-spam corpus)
+# Correctly spam: 349300 24.771% (68.694% of spam corpus)
+# False positives: 2961 0.210% (0.328% of nonspam, 53185 weighted)
+# False negatives: 159185 11.289% (31.306% of spam, 369178 weighted)
# Average score for spam: 9.4 nonspam: 0.6
# Average for false-pos: 6.4 false-neg: 2.3
-# TOTAL: 1426796 100.00%
+# TOTAL: 1410125 100.00%

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

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 114550 99.50%
-# Correctly spam: 43403 68.91%
-# False positives: 572 0.50%
-# False negatives: 19579 31.09%
-# TCR(l=50): 1.307250 SpamRecall: 68.913% SpamPrec: 98.699%
+# Correctly non-spam: 112227 99.70%
+# Correctly spam: 43759 68.91%
+# False positives: 342 0.30%
+# False negatives: 19742 31.09%
+# TCR(l=50): 1.723603 SpamRecall: 68.911% SpamPrec: 99.225%

##### 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: 910694 98.73%
-# Correctly spam: 262999 52.14%
-# False positives: 11702 1.27%
-# False negatives: 241401 47.86%
-# TCR(l=50): 0.610284 SpamRecall: 52.141% SpamPrec: 95.740%
+# Correctly non-spam: 890220 98.73%
+# Correctly spam: 270927 53.28%
+# False positives: 11420 1.27%
+# False negatives: 237558 46.72%
+# TCR(l=50): 0.628879 SpamRecall: 53.281% SpamPrec: 95.955%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113710 98.77%
-# Correctly spam: 32801 52.08%
-# False positives: 1412 1.23%
-# False negatives: 30181 47.92%
-# TCR(l=50): 0.624939 SpamRecall: 52.080% SpamPrec: 95.873%
+# Correctly non-spam: 111160 98.75%
+# Correctly spam: 33987 53.52%
+# False positives: 1409 1.25%
+# False negatives: 29514 46.48%
+# TCR(l=50): 0.635239 SpamRecall: 53.522% SpamPrec: 96.019%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878495&r1=1878494&r2=1878495&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jun 5 05:44:44 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 913952 62.893% (99.321% of non-spam corpus)
-# Correctly spam: 456322 31.402% (85.617% of spam corpus)
-# False positives: 6252 0.430% (0.679% of nonspam, 326733 weighted)
-# False negatives: 76656 5.275% (14.383% of spam, 155106 weighted)
-# Average score for spam: 13.7 nonspam: -1.8
-# Average for false-pos: 9.0 false-neg: 2.0
-# TOTAL: 1453182 100.00%
+# Correctly non-spam: 906689 62.396% (98.533% of non-spam corpus)
+# Correctly spam: 456420 31.409% (85.642% of spam corpus)
+# False positives: 13503 0.929% (1.467% of nonspam, 535765 weighted)
+# False negatives: 76519 5.266% (14.358% of spam, 154232 weighted)
+# Average score for spam: 13.8 nonspam: -1.8
+# Average for false-pos: 6.9 false-neg: 2.0
+# TOTAL: 1453131 100.00%

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

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 113069 98.47%
-# Correctly spam: 57065 85.72%
-# False positives: 1760 1.53%
-# False negatives: 9508 14.28%
-# TCR(l=50): 0.682744 SpamRecall: 85.718% SpamPrec: 97.008%
+# Correctly non-spam: 113196 98.58%
+# Correctly spam: 57044 85.69%
+# False positives: 1632 1.42%
+# False negatives: 9524 14.31%
+# TCR(l=50): 0.730521 SpamRecall: 85.693% SpamPrec: 97.219%

##### 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: 915023 99.44%
-# Correctly spam: 300495 56.38%
-# False positives: 5181 0.56%
-# False negatives: 232483 43.62%
-# TCR(l=50): 1.084318 SpamRecall: 56.380% SpamPrec: 98.305%
+# Correctly non-spam: 915052 99.44%
+# Correctly spam: 300617 56.41%
+# False positives: 5140 0.56%
+# False negatives: 232322 43.59%
+# TCR(l=50): 1.089138 SpamRecall: 56.407% SpamPrec: 98.319%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 114192 99.45%
-# Correctly spam: 37463 56.27%
-# False positives: 637 0.55%
-# False negatives: 29110 43.73%
-# TCR(l=50): 1.092077 SpamRecall: 56.274% SpamPrec: 98.328%
+# Correctly non-spam: 114167 99.42%
+# Correctly spam: 37444 56.25%
+# False positives: 661 0.58%
+# False negatives: 29124 43.75%
+# TCR(l=50): 1.070673 SpamRecall: 56.249% SpamPrec: 98.265%