1# Using score set 0 logs for revision 1896155 from:
2# ham-darxus.r1896155.log ham-ena-week0.r1896155.log ham-ena-week1.r1896155.log ham-ena-week2.r1896155.log ham-ena-week3.r1896155.log ham-ena-week4.r1896155.log ham-giovanni-ham.r1896155.log ham-giovanni-spammy.r1896155.log ham-giovanni-spam.r1896155.log ham-grenier.r1896155.log ham-hege.r1896155.log ham-jhardin.r1896155.log ham-llanga.r1896155.log ham-mmiroslaw-mails-ham.r1896155.log ham-mmiroslaw-mails-spam.r1896155.log ham-pds.r1896155.log ham-spamsponge.r1896155.log ham-thendrikx.r1896155.log spam-darxus.r1896155.log spam-ena-week0.r1896155.log spam-ena-week1.r1896155.log spam-ena-week2.r1896155.log spam-ena-week3.r1896155.log spam-ena-week4.r1896155.log spam-giovanni-ham.r1896155.log spam-giovanni-spammy.r1896155.log spam-giovanni-spam.r1896155.log spam-grenier.r1896155.log spam-hege.r1896155.log spam-jhardin.r1896155.log spam-llanga.r1896155.log spam-mmiroslaw-mails-ham.r1896155.log spam-mmiroslaw-mails-spam.r1896155.log spam-pds.r1896155.log spam-spamsponge.r1896155.log spam-thendrikx.r1896155.log
3
4score ACCT_PHISHING_MANY             2.999
5score AC_BR_BONANZA                  0.001
6score AC_DIV_BONANZA                 0.001
7score AC_FROM_MANY_DOTS              2.999
8score AC_HTML_NONSENSE_TAGS          1.999
9score ADMITS_SPAM                    2.399
10score ADVANCE_FEE_2_NEW_FORM         1.648
11score ADVANCE_FEE_2_NEW_FRM_MNY      2.216
12score ADVANCE_FEE_2_NEW_MONEY        1.482
13score ADVANCE_FEE_3_NEW              3.401
14score ADVANCE_FEE_3_NEW_FRM_MNY      0.001
15score ADVANCE_FEE_3_NEW_MONEY        2.699
16score ADVANCE_FEE_4_NEW              2.399
17score ADVANCE_FEE_4_NEW_FRM_MNY      0.001
18score ADVANCE_FEE_4_NEW_MONEY        0.001
19score ADVANCE_FEE_5_NEW              0.904
20score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
21score ADVANCE_FEE_5_NEW_MONEY        0.001
22score AD_PREFS                       0.218
23score AMAZON_IMG_NOT_RCVD_AMZN       2.499
24score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
25score BIGNUM_EMAILS_FREEM            1.577
26score BIGNUM_EMAILS_MANY             2.999
27score BITCOIN_DEADLINE               2.999
28score BITCOIN_MALF_HTML              3.499
29score BITCOIN_SPAM_02                2.061
30score BITCOIN_SPAM_07                3.499
31score BITCOIN_SPAM_09                1.499
32score BITCOIN_XPRIO                  1.996
33score BITCOIN_YOUR_INFO              2.999
34score BODY_SINGLE_WORD               0.001
35score BOGUS_MIME_VERSION             3.499
36score CK_HELO_GENERIC                0.001
37score CONTENT_AFTER_HTML             2.499
38score CTE_8BIT_MISMATCH              0.999
39score DEAR_BENEFICIARY               0.447
40score DX_TEXT_03                     0.999
41score DYNAMIC_IMGUR                  2.013
42score FILL_THIS_FORM                 1.201
43score FONT_INVIS_DIRECT              0.001 # force non-zero
44score FONT_INVIS_DOTGOV              2.407
45score FONT_INVIS_HTML_NOHTML         0.996
46score FONT_INVIS_LONG_LINE           1.467
47score FONT_INVIS_MSGID               2.499
48score FORM_FRAUD_5                   0.001
49score FOUND_YOU                      3.249
50score FREEMAIL_FORGED_FROMDOMAIN     0.249
51score FROMSPACE                      2.999
52score FROM_2_EMAILS_SHORT            0.001
53score FROM_IN_TO_AND_SUBJ            1.799
54score FROM_MISSPACED                 1.999
55score FROM_MISSP_EH_MATCH            0.494
56score FROM_MISSP_FREEMAIL            2.999
57score FROM_MISSP_MSFT                2.752
58score FROM_MISSP_TO_UNDISC           1.842
59score FROM_MISSP_USER                0.001
60score FROM_MISSP_XPRIO               2.499
61score FROM_MULTI_NORDNS              2.250
62score FROM_NTLD_REPLY_FREEMAIL       1.621
63score FROM_SUSPICIOUS_NTLD           0.500
64score FROM_SUSPICIOUS_NTLD_FP        1.999
65score FSL_CTYPE_WIN1251              0.001
66score FSL_HELO_FAKE                  2.999
67score FSL_NEW_HELO_USER              0.001
68score FUZZY_AMAZON                   2.199
69score FUZZY_BITCOIN                  0.832
70score FUZZY_BTC_WALLET               2.354
71score FUZZY_WALLET                   2.999
72score GAPPY_LOW_CONTRAST             2.500
73score GB_FAKE_RF_SHORT               1.999
74score GB_FREEMAIL_DISPTO             0.499
75score GOOG_REDIR_NORDNS              2.503
76score GOOG_REDIR_SHORT               3.399
77score GOOG_STO_EMAIL_PHISH           2.999
78score GOOG_STO_IMG_HTML              2.917
79score GOOG_STO_NOIMG_HTML            3.000
80score HAS_X_OUTGOING_SPAM_STAT       1.999
81score HDRS_LCASE_IMGONLY             0.100
82score HDRS_MISSP                     2.499
83score HDR_ORDER_FTSDMCXX_DIRECT      1.999
84score HDR_ORDER_FTSDMCXX_NORDNS      2.908
85score HEADER_FROM_DIFFERENT_DOMAINS  0.249
86score HELO_NO_DOMAIN                 0.001
87score HK_LOTTO                       0.999
88score HK_NAME_MR_MRS                 1.000
89score HK_RANDOM_ENVFROM              1.000
90score HK_RANDOM_FROM                 0.999
91score HK_RANDOM_REPLYTO              1.000
92score HK_SCAM                        0.476
93score HK_WIN                         1.000
94score HOSTED_IMG_DIRECT_MX           2.197
95score HOSTED_IMG_FREEM               3.499
96score HOSTED_IMG_MULTI_PUB_01        2.999
97score HTML_ENTITY_ASCII              2.236
98score HTML_FONT_TINY_NORDNS          1.999
99score HTML_OFF_PAGE                  2.999
100score HTML_TAG_BALANCE_CENTER        2.242
101score HTML_TEXT_INVISIBLE_STYLE      0.001
102score JH_SPAMMY_HEADERS              3.499
103score LONGLN_LOW_CONTRAST            2.499
104score LONG_HEX_URI                   2.795
105score LONG_IMG_URI                   0.791
106score LONG_INVISIBLE_TEXT            1.426
107score LOTS_OF_MONEY                  0.010
108score LOTTO_DEPT                     1.999
109score MALWARE_NORDNS                 3.158
110score MANY_SPAN_IN_TEXT              2.199
111score MILLION_HUNDRED                0.003
112score MIMEOLE_DIRECT_TO_MX           1.999
113score MIXED_AREA_CASE                1.816
114score MIXED_CENTER_CASE              2.499
115score MIXED_ES                       3.753
116score MIXED_FONT_CASE                2.499
117score MIXED_HREF_CASE                1.087
118score MIXED_IMG_CASE                 1.991
119score MONEY_ATM_CARD                 0.416
120score MONEY_FORM                     0.001
121score MONEY_FORM_SHORT               2.499
122score MONEY_FRAUD_3                  0.001
123score MONEY_FRAUD_5                  2.899
124score MONEY_FRAUD_8                  3.099
125score MONEY_FREEMAIL_REPTO           1.545
126score MONEY_FROM_41                  1.999
127score MONEY_FROM_MISSP               1.999
128score MSMAIL_PRI_ABNORMAL            0.001
129score NAME_EMAIL_DIFF                2.946
130score NA_DOLLARS                     0.847
131score NICE_REPLY_A                   -1.338
132score NORDNS_LOW_CONTRAST            1.888
133score NO_FM_NAME_IP_HOSTN            0.001 # force non-zero
134score NSL_RCVD_FROM_USER             0.001
135score NSL_RCVD_HELO_USER             0.541
136score OBFU_BITCOIN                   1.929
137score OBFU_TEXT_ATTACH               0.001
138score ODD_FREEM_REPTO                2.999
139score ONLINE_MKTG_CNSLT              2.599
140score PDS_BTC_ID                     0.500
141score PDS_BTC_MSGID                  1.000
142score PDS_CPANEL_PORT_SPOOFEDURL     0.499
143score PDS_DBL_URL_TNB_RUNON          1.999
144score PDS_FRNOM_TODOM_DBL_URL        1.420
145score PDS_FRNOM_TODOM_NAKED_TO       1.499
146score PDS_FROM_NAME_TO_DOMAIN        1.999
147score PDS_OTHER_BAD_TLD              1.999
148score PDS_PHP_EVAL                   1.499
149score PDS_RDNS_DYNAMIC_FP            0.001 # force non-zero
150score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
151score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
152score PDS_TO_EQ_FROM_NAME            0.001
153score PHP_ORIG_SCRIPT                2.499
154score PHP_ORIG_SCRIPT_EVAL           2.999
155score PHP_SCRIPT                     2.499
156score PP_MIME_FAKE_ASCII_TEXT        1.000
157score RAND_MKTG_HEADER               2.000
158score RATWARE_NO_RDNS                2.999
159score RDNS_NUM_TLD_XM                2.727
160score REPLYTO_EMPTY                  2.799
161score REPTO_419_FRAUD_GM             2.303
162score SCRIPT_GIBBERISH               2.799
163score SENDGRID_REDIR                 1.499
164score SERGIO_SUBJECT_VIAGRA01        2.369
165score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
166score SHORTENED_URL_SRC              2.399
167score SHORT_SHORTNER                 1.999
168score STATIC_XPRIO_OLE               0.687
169score STOX_BOUND_090909_B            3.100
170score THIS_AD                        0.899
171score THIS_IS_ADV_SUSP_NTLD          0.001
172score TO_EQ_FM_DIRECT_MX             0.001
173score TO_IN_SUBJ                     0.099
174score TO_NAME_SUBJ_NO_RDNS           1.334
175score TO_NO_BRKTS_DYNIP              0.001
176score TO_NO_BRKTS_FROM_MSSP          2.499
177score TO_NO_BRKTS_HTML_IMG           1.999
178score TO_NO_BRKTS_HTML_ONLY          1.999
179score TO_NO_BRKTS_NORDNS_HTML        0.001
180score TO_NO_BRKTS_PCNT               2.500
181score TRANSFORM_LIFE                 2.499
182score TUMBLR_IMG_NOT_RCVD_TUMB       1.535
183score TVD_RCVD_SPACE_BRACKET         2.633
184score UNDISC_FREEM                   3.299
185score UNDISC_MONEY                   3.399
186score UNICODE_OBFU_ASC               2.499
187score URI_DOTEDU                     1.999
188score URI_FIREBASEAPP                2.999
189score URI_GOOGLE_PROXY               2.399
190score URI_IN_URI_10                  2.700
191score URI_PHISH                      2.780
192score URI_PHP_REDIR                  3.499
193score URI_TRY_3LD                    1.404
194score URI_WPADMIN                    2.599
195score URI_WP_DIRINDEX                3.499
196score URI_WP_HACKED_2                2.499
197score VFY_ACCT_NORDNS                2.599
198score XFER_LOTSA_MONEY               0.999
199score XM_DIGITS_ONLY                 1.393
200score XM_LIGHT_HEAVY                 2.499
201score XM_RANDOM                      2.499
202score XM_RECPTID                     2.999
203score YOU_INHERIT                    1.283
204score AC_POST_EXTRAS                 1.000
205score AC_SPAMMY_URI_PATTERNS1        1.000
206score AC_SPAMMY_URI_PATTERNS10       1.000
207score AC_SPAMMY_URI_PATTERNS11       1.000
208score AC_SPAMMY_URI_PATTERNS12       1.000
209score AC_SPAMMY_URI_PATTERNS2        1.000
210score AC_SPAMMY_URI_PATTERNS3        1.000
211score AC_SPAMMY_URI_PATTERNS4        1.000
212score AC_SPAMMY_URI_PATTERNS8        1.000
213score AC_SPAMMY_URI_PATTERNS9        1.000
214score ADULT_DATING_COMPANY           10.001 # force non-zero
215score ALIBABA_IMG_NOT_RCVD_ALI       1.000
216score APP_DEVELOPMENT_FREEM          1.000
217score APP_DEVELOPMENT_NORDNS         1.000
218score BEBEE_IMG_NOT_RCVD_BB          1.000
219score BITCOIN_BOMB                   1.000
220score BITCOIN_EXTORT_01              1.000
221score BITCOIN_EXTORT_02              1.000
222score BITCOIN_IMGUR                  1.000
223score BITCOIN_MALWARE                1.000
224score BITCOIN_OBFU_SUBJ              1.000
225score BITCOIN_ONAN                   1.000
226score BITCOIN_PAY_ME                 1.000
227score BITCOIN_SPAM_01                1.000
228score BITCOIN_SPAM_03                1.000
229score BITCOIN_SPAM_04                1.000
230score BITCOIN_SPAM_06                1.000
231score BITCOIN_SPAM_08                1.000
232score BITCOIN_SPAM_10                1.000
233score BITCOIN_SPAM_11                1.000
234score BITCOIN_SPAM_12                1.000
235score BODY_SINGLE_URI                1.000
236score BODY_URI_ONLY                  1.000
237score BOGUS_MSM_HDRS                 1.000
238score BOMB_FREEM                     1.000
239score BOMB_MONEY                     1.000
240score BTC_ORG                        1.000
241score BULK_RE_SUSP_NTLD              1.000
242score CANT_SEE_AD                    1.000
243score COMMENT_GIBBERISH              1.000
244score DAY_I_EARNED                   1.000
245score DOTGOV_IMAGE                   1.000
246score EBAY_IMG_NOT_RCVD_EBAY         1.000
247score ENCRYPTED_MESSAGE              -1.000
248score END_FUTURE_EMAILS              1.000
249score ENVFROM_GOOG_TRIX              1.000
250score FACEBOOK_IMG_NOT_RCVD_FB       1.000
251score FBI_MONEY                      1.000
252score FBI_SPOOF                      1.000
253score FONT_INVIS_NORDNS              1.000
254score FONT_INVIS_POSTEXTRAS          1.000
255score FORM_FRAUD                     1.000
256score FREEM_FRNUM_UNICD_EMPTY        1.000
257score FRNAME_IN_MSG_XPRIO_NO_SUB     1.000
258score FROM_ADDR_WS                   1.000
259score FROM_MISSP_PHISH               1.000
260score FROM_NTLD_LINKBAIT             1.000
261score FROM_NUMERIC_TLD               1.000
262score GAPPY_SALES_LEADS_FREEM        1.000
263score GB_FORGED_MUA_POSTFIX          1.000
264score GB_FREEMAIL_DISPTO_NOTFREEM    0.500
265score GB_GOOGLE_OBFUR                0.750
266score GB_GOOG_IMG_NOT_RCVD_GOOG      1.000
267score GOOGLE_DOCS_PHISH              1.000
268score GOOGLE_DOCS_PHISH_MANY         1.000
269score GOOGLE_DOC_SUSP                1.000
270score GOOGLE_DRIVE_REPLY_BAD_NTLD    1.000
271score GOOG_MALWARE_DNLD              1.000
272score GOOG_STO_HTML_PHISH            1.000
273score GOOG_STO_HTML_PHISH_MANY       1.000
274score GOOG_STO_IMG_NOHTML            1.000
275score HAS_X_NO_RELAY                 1.000
276score HEXHASH_WORD                   1.000
277score HK_CTE_RAW                     1.000
278score HK_RCVD_IP_MULTICAST           1.000
279score HOSTED_IMG_DQ_UNSUB            1.000
280score HOSTED_IMG_MULTI               1.000
281score HTML_ENTITY_ASCII_TINY         1.000
282score HTML_SHRT_CMNT_OBFU_MANY       1.000
283score HTML_SINGLET_MANY              1.000
284score HTML_TEXT_INVISIBLE_FONT       1.000
285score IMG_ONLY_FM_DOM_INFO           1.000
286score JH_SPAMMY_PATTERN01            1.000
287score JH_SPAMMY_PATTERN02            1.000
288score KHOP_HELO_FCRDNS               0.400
289score LINKEDIN_IMG_NOT_RCVD_LNKN     1.000
290score LIST_PRTL_PUMPDUMP             1.000
291score LIST_PRTL_SAME_USER            1.000
292score LOTTO_AGENT                    1.000
293score LUCRATIVE                      1.000
294score MALF_HTML_B64                  1.000
295score MALWARE_PASSWORD               1.000
296score MIME_NO_TEXT                   1.000
297score MONERO_DEADLINE                1.000
298score MONERO_EXTORT_01               1.000
299score MONERO_MALWARE                 1.000
300score MONERO_PAY_ME                  1.000
301score MSGID_DOLLARS_URI_IMG          1.000
302score MSGID_HDR_MALF                 1.000
303score MSM_PRIO_REPTO                 1.000
304score NEWEGG_IMG_NOT_RCVD_NEGG       1.000
305score NEW_PRODUCTS                   1.000
306score OFFER_ONLY_AMERICA             1.000
307score PDS_FROM_2_EMAILS              1.000
308score PHISH_AZURE_CLOUDAPP           3.500
309score PHISH_FBASEAPP                 1.000
310score PHOTO_EDITING_DIRECT           1.000
311score PHOTO_EDITING_FREEM            1.000
312score PHP_NOVER_MUA                  1.000
313score PHP_SCRIPT_MUA                 1.000
314score PP_TOO_MUCH_UNICODE02          0.500
315score PP_TOO_MUCH_UNICODE05          1.000
316score PUMPDUMP                       1.000
317score PUMPDUMP_MULTI                 1.000
318score RAND_HEADER_LIST_SPOOF         1.000
319score RAND_HEADER_MANY               1.000
320score RCVD_DOTEDU_SHORT              1.000
321score RCVD_DOTEDU_SUSP_URI           1.000
322score RDNS_NUM_TLD_ATCHNX            1.000
323score REPTO_419_FRAUD                1.000
324score REPTO_419_FRAUD_AOL            1.000
325score REPTO_419_FRAUD_AOL_LOOSE      1.000
326score REPTO_419_FRAUD_CNS            1.000
327score REPTO_419_FRAUD_GM_LOOSE       1.000
328score REPTO_419_FRAUD_HM             1.000
329score REPTO_419_FRAUD_OL             1.000
330score REPTO_419_FRAUD_PM             1.000
331score REPTO_419_FRAUD_QQ             1.000
332score REPTO_419_FRAUD_YH             1.000
333score REPTO_419_FRAUD_YH_LOOSE       1.000
334score REPTO_419_FRAUD_YJ             1.000
335score REPTO_419_FRAUD_YN             1.000
336score SENDGRID_REDIR_PHISH           1.000
337score SEO_SUSP_NTLD                  1.000
338score SHORTENER_SHORT_IMG            1.000
339score SHORT_IMG_SUSP_NTLD            1.000
340score SPOOFED_FREEMAIL_NO_RDNS       1.000
341score SPOOF_GMAIL_MID                1.000
342score STOCK_TIP                      1.000
343score SUBJ_BRKN_WORDNUMS             1.000
344score SYSADMIN                       1.000
345score TAGSTAT_IMG_NOT_RCVD_TGST      1.000
346score TARINGANET_IMG_NOT_RCVD_TN     1.000
347score TONLINE_FAKE_DKIM              1.000
348score TVD_SPACE_ENC_FM_MIME          1.000
349score TW_GIBBERISH_MANY              1.000
350score UC_GIBBERISH_OBFU              1.000
351score UNICODE_OBFU_ZW                1.000
352score URI_ADOBESPARK                 1.000
353score URI_AZURE_CLOUDAPP             1.000
354score URI_DASHGOVEDU                 1.000
355score URI_DATA                       1.000
356score URI_DOTEDU_ENTITY              1.000
357score URI_GOOG_STO_SPAMMY            3.000
358score URI_HEX_IP                     1.000
359score URI_IMG_WP_REDIR               1.000
360score URI_LONG_REPEAT                1.000
361score URI_ONLY_MSGID_MALF            1.000
362score URI_OPTOUT_3LD                 1.000
363score URI_TRY_USME                   1.000
364score URI_WP_HACKED                  1.000
365score USB_DRIVES                     1.000
366score VPS_NO_NTLD                    1.000
367score WALMART_IMG_NOT_RCVD_WAL       1.000
368score WORD_INVIS                     1.000
369score WORD_INVIS_MANY                1.000
370score XPRIO                          1.000
371score XPRIO_SHORT_SUBJ               1.000
372# in active.list but have no hits in recent corpus
373score BITCOIN_SPAM_05                0.001 # force non-zero
374score BITCOIN_SPF_ONLYALL            0.001 # force non-zero
375score DKIMWL_BL                      0.001 # force non-zero
376score DKIMWL_BLOCKED                 0.001 # force non-zero
377score DKIMWL_WL_HIGH                 0.001 # force non-zero
378score DKIMWL_WL_MED                  0.001 # force non-zero
379score DKIMWL_WL_MEDHI                0.001 # force non-zero
380score FROM_BANK_NOAUTH               0.001 # force non-zero
381score FROM_FMBLA_NDBLOCKED           0.001 # force non-zero
382score FROM_FMBLA_NEWDOM              0.001 # force non-zero
383score FROM_FMBLA_NEWDOM14            0.001 # force non-zero
384score FROM_FMBLA_NEWDOM28            0.001 # force non-zero
385score FROM_GOV_DKIM_AU               0.001 # force non-zero
386score FROM_GOV_REPLYTO_FREEMAIL      0.001 # force non-zero
387score FROM_GOV_SPOOF                 0.001 # force non-zero
388score FROM_MISSP_SPF_FAIL            0.001 # force non-zero
389score FROM_NEWDOM_BTC                0.001 # force non-zero
390score FROM_NUMBERO_NEWDOMAIN         0.001 # force non-zero
391score FROM_PAYPAL_SPOOF              0.001 # force non-zero
392score FSL_BULK_SIG                   0.001 # force non-zero
393score PDS_HELO_SPF_FAIL              0.001 # force non-zero
394score RCVD_IN_MSPIKE_BL              0.001 # force non-zero
395score RCVD_IN_MSPIKE_H2              0.001 # force non-zero
396score RCVD_IN_MSPIKE_H3              0.001 # force non-zero
397score RCVD_IN_MSPIKE_H4              0.001 # force non-zero
398score RCVD_IN_MSPIKE_H5              0.001 # force non-zero
399score RCVD_IN_MSPIKE_L2              0.001 # force non-zero
400score RCVD_IN_MSPIKE_L3              0.001 # force non-zero
401score RCVD_IN_MSPIKE_L4              0.001 # force non-zero
402score RCVD_IN_MSPIKE_L5              0.001 # force non-zero
403score RCVD_IN_MSPIKE_WL              0.001 # force non-zero
404score RCVD_IN_MSPIKE_ZBI             0.001 # force non-zero
405score SPOOFED_FREEMAIL               0.001 # force non-zero
406score SPOOFED_FREEM_REPTO            0.001 # force non-zero
407score SPOOFED_FREEM_REPTO_CHN        0.001 # force non-zero
408score SPOOFED_FREEM_REPTO_RUS        0.001 # force non-zero
409score SURBL_BLOCKED                  0.001 # force non-zero
410score TO_EQ_FM_DOM_SPF_FAIL          0.001 # force non-zero
411score TO_EQ_FM_SPF_FAIL              0.001 # force non-zero
412score USER_IN_DKIM_WELCOMELIST       0.001 # force non-zero
413