1# Using score set 1 logs for revision 1896115 from:
2# ham-net-darxus.r1896115.log ham-net-ena-week0.r1896115.log ham-net-ena-week1.r1896115.log ham-net-ena-week2.r1896115.log ham-net-ena-week3.r1896115.log ham-net-ena-week4.r1896115.log ham-net-giovanni-ham.r1896115.log ham-net-giovanni-spammy.r1896115.log ham-net-giovanni-spam.r1896115.log ham-net-grenier.r1896115.log ham-net-hege.r1896115.log ham-net-jhardin.r1896115.log ham-net-llanga.r1896115.log ham-net-mmiroslaw-mails-ham.r1896115.log ham-net-mmiroslaw-mails-spam.r1896115.log ham-net-pds.r1896115.log ham-net-spamsponge.r1896115.log ham-net-thendrikx.r1896115.log spam-net-darxus.r1896115.log spam-net-ena-week0.r1896115.log spam-net-ena-week1.r1896115.log spam-net-ena-week2.r1896115.log spam-net-ena-week3.r1896115.log spam-net-ena-week4.r1896115.log spam-net-giovanni-ham.r1896115.log spam-net-giovanni-spammy.r1896115.log spam-net-giovanni-spam.r1896115.log spam-net-grenier.r1896115.log spam-net-hege.r1896115.log spam-net-jhardin.r1896115.log spam-net-llanga.r1896115.log spam-net-mmiroslaw-mails-ham.r1896115.log spam-net-mmiroslaw-mails-spam.r1896115.log spam-net-pds.r1896115.log spam-net-spamsponge.r1896115.log spam-net-thendrikx.r1896115.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                    2.400
10score ADVANCE_FEE_2_NEW_FORM         1.143
11score ADVANCE_FEE_2_NEW_FRM_MNY      2.499
12score ADVANCE_FEE_2_NEW_MONEY        1.207
13score ADVANCE_FEE_3_NEW              2.322
14score ADVANCE_FEE_3_NEW_FRM_MNY      0.085
15score ADVANCE_FEE_3_NEW_MONEY        2.599
16score ADVANCE_FEE_4_NEW              2.297
17score ADVANCE_FEE_4_NEW_FRM_MNY      1.599
18score ADVANCE_FEE_4_NEW_MONEY        0.001
19score ADVANCE_FEE_5_NEW              0.001
20score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
21score ADVANCE_FEE_5_NEW_MONEY        0.688
22score AD_PREFS                       0.499
23score AMAZON_IMG_NOT_RCVD_AMZN       2.460
24score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
25score BIGNUM_EMAILS_FREEM            0.505
26score BIGNUM_EMAILS_MANY             2.999
27score BITCOIN_DEADLINE               2.958
28score BITCOIN_MALF_HTML              3.292
29score BITCOIN_MALWARE                2.515
30score BITCOIN_SPAM_02                1.349
31score BITCOIN_SPAM_05                1.560
32score BITCOIN_SPAM_07                3.499
33score BITCOIN_SPAM_09                1.499
34score BITCOIN_XPRIO                  0.001
35score BITCOIN_YOUR_INFO              2.999
36score BODY_SINGLE_URI                1.880
37score BODY_SINGLE_WORD               0.001
38score BODY_URI_ONLY                  0.001
39score BOGUS_MIME_VERSION             3.182
40score CK_HELO_GENERIC                0.001
41score CONTENT_AFTER_HTML             2.499
42score CTE_8BIT_MISMATCH              0.001
43score DEAR_BENEFICIARY               1.094
44score DKIMWL_BL                      2.999
45score DKIMWL_WL_HIGH                 -0.209
46score DKIMWL_WL_MED                  -0.001
47score DKIMWL_WL_MEDHI                -0.001
48score DX_TEXT_03                     1.099
49score DYNAMIC_IMGUR                  3.328
50score END_FUTURE_EMAILS              0.140
51score FILL_THIS_FORM                 1.038
52score FONT_INVIS_DIRECT              0.001
53score FONT_INVIS_DOTGOV              3.499
54score FONT_INVIS_HTML_NOHTML         1.395
55score FONT_INVIS_LONG_LINE           2.999
56score FONT_INVIS_MSGID               1.498
57score FORGED_SPF_HELO                1.399
58score FORM_FRAUD                     0.881
59score FORM_FRAUD_3                   2.299
60score FORM_FRAUD_5                   0.001
61score FOUND_YOU                      3.249
62score FREEMAIL_FORGED_FROMDOMAIN     0.250
63score FROMSPACE                      2.899
64score FROM_2_EMAILS_SHORT            1.158
65score FROM_BANK_NOAUTH               0.999
66score FROM_FMBLA_NEWDOM              1.499
67score FROM_FMBLA_NEWDOM14            1.000
68score FROM_FMBLA_NEWDOM28            0.799
69score FROM_GOV_DKIM_AU               -0.124
70score FROM_IN_TO_AND_SUBJ            1.799
71score FROM_MISSPACED                 0.001
72score FROM_MISSP_EH_MATCH            0.001
73score FROM_MISSP_FREEMAIL            0.001
74score FROM_MISSP_MSFT                0.001 # force non-zero
75score FROM_MISSP_SPF_FAIL            0.001
76score FROM_MISSP_TO_UNDISC           0.032
77score FROM_MISSP_USER                0.001
78score FROM_MISSP_XPRIO               0.497
79score FROM_MULTI_NORDNS              1.895
80score FROM_NEWDOM_BTC                1.946
81score FROM_PAYPAL_SPOOF              1.599
82score FROM_SUSPICIOUS_NTLD           0.499
83score FROM_SUSPICIOUS_NTLD_FP        0.523
84score FSL_BULK_SIG                   1.753
85score FSL_CTYPE_WIN1251              0.001
86score FSL_HELO_FAKE                  2.899
87score FSL_NEW_HELO_USER              0.001
88score FUZZY_BITCOIN                  2.464
89score FUZZY_BTC_WALLET               0.341
90score FUZZY_WALLET                   2.800
91score GAPPY_LOW_CONTRAST             2.499
92score GB_FAKE_RF_SHORT               0.001
93score GB_FREEMAIL_DISPTO             0.500
94score GOOG_REDIR_NORDNS              2.900
95score GOOG_REDIR_SHORT               3.099
96score GOOG_STO_EMAIL_PHISH           2.999
97score GOOG_STO_IMG_HTML              2.999
98score GOOG_STO_NOIMG_HTML            2.999
99score HAS_X_OUTGOING_SPAM_STAT       0.803
100score HDRS_LCASE_IMGONLY             0.100
101score HDRS_MISSP                     2.499
102score HDR_ORDER_FTSDMCXX_DIRECT      1.999
103score HDR_ORDER_FTSDMCXX_NORDNS      2.554
104score HEADER_FROM_DIFFERENT_DOMAINS  0.250
105score HELO_NO_DOMAIN                 0.001
106score HK_LOTTO                       0.999
107score HK_NAME_MR_MRS                 0.999
108score HK_RANDOM_ENVFROM              0.990
109score HK_RANDOM_FROM                 0.999
110score HK_RANDOM_REPLYTO              0.500
111score HK_SCAM                        0.933
112score HK_WIN                         0.001
113score HOSTED_IMG_DIRECT_MX           0.946
114score HOSTED_IMG_FREEM               3.499
115score HOSTED_IMG_MULTI_PUB_01        2.997
116score HTML_ENTITY_ASCII              0.947
117score HTML_FONT_TINY_NORDNS          1.779
118score HTML_OFF_PAGE                  2.999
119score HTML_SINGLET_MANY              0.001
120score HTML_TAG_BALANCE_CENTER        3.000
121score HTML_TEXT_INVISIBLE_FONT       0.955
122score HTML_TEXT_INVISIBLE_STYLE      0.940
123score JH_SPAMMY_HEADERS              3.499
124score KHOP_HELO_FCRDNS               0.399
125score LONGLN_LOW_CONTRAST            0.879
126score LONG_HEX_URI                   0.223
127score LONG_IMG_URI                   0.001
128score LONG_INVISIBLE_TEXT            0.981
129score LOTS_OF_MONEY                  0.010
130score LOTTO_DEPT                     0.001
131score MALWARE_NORDNS                 1.728
132score MANY_SPAN_IN_TEXT              2.199
133score MILLION_HUNDRED                0.001
134score MIMEOLE_DIRECT_TO_MX           1.468
135score MIXED_AREA_CASE                1.762
136score MIXED_CENTER_CASE              0.516
137score MIXED_ES                       2.595
138score MIXED_FONT_CASE                2.499
139score MIXED_HREF_CASE                1.999
140score MIXED_IMG_CASE                 1.246
141score MONEY_ATM_CARD                 0.753
142score MONEY_FORM                     0.001
143score MONEY_FORM_SHORT               2.499
144score MONEY_FRAUD_3                  0.032
145score MONEY_FRAUD_5                  1.661
146score MONEY_FRAUD_8                  2.899
147score MONEY_FREEMAIL_REPTO           0.001
148score MONEY_FROM_41                  1.321
149score MONEY_FROM_MISSP               1.947
150score MSMAIL_PRI_ABNORMAL            0.001
151score NAME_EMAIL_DIFF                2.674
152score NA_DOLLARS                     1.350
153score NICE_REPLY_A                   -3.608
154score NORDNS_LOW_CONTRAST            0.001
155score NO_FM_NAME_IP_HOSTN            0.001
156score NSL_RCVD_FROM_USER             0.001
157score NSL_RCVD_HELO_USER             2.279
158score OBFU_BITCOIN                   2.149
159score OBFU_TEXT_ATTACH               0.860
160score ODD_FREEM_REPTO                2.496
161score ONLINE_MKTG_CNSLT              2.499
162score PDS_BTC_ID                     0.499
163score PDS_BTC_MSGID                  0.999
164score PDS_CPANEL_PORT_SPOOFEDURL     0.500
165score PDS_DBL_URL_TNB_RUNON          1.999
166score PDS_FRNOM_TODOM_DBL_URL        1.499
167score PDS_FRNOM_TODOM_NAKED_TO       1.399
168score PDS_FROM_2_EMAILS              0.493
169score PDS_FROM_NAME_TO_DOMAIN        1.999
170score PDS_OTHER_BAD_TLD              1.999
171score PDS_PHP_EVAL                   1.496
172score PDS_RDNS_DYNAMIC_FP            0.001 # force non-zero
173score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
174score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
175score PDS_TO_EQ_FROM_NAME            0.456
176score PHP_ORIG_SCRIPT                2.499
177score PHP_ORIG_SCRIPT_EVAL           2.904
178score PHP_SCRIPT                     2.499
179score PP_MIME_FAKE_ASCII_TEXT        0.999
180score RAND_MKTG_HEADER               1.999
181score RATWARE_NO_RDNS                2.999
182score RCVD_IN_MSPIKE_H2              -0.001
183score RDNS_NUM_TLD_XM                0.001
184score REPLYTO_EMPTY                  2.699
185score REPTO_419_FRAUD_GM             0.932
186score SCRIPT_GIBBERISH               2.700
187score SENDGRID_REDIR                 0.454
188score SERGIO_SUBJECT_VIAGRA01        2.892
189score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
190score SHORTENED_URL_SRC              2.299
191score SHORT_SHORTNER                 1.999
192score SPOOFED_FREEMAIL               1.263
193score SPOOFED_FREEMAIL_NO_RDNS       0.001
194score SPOOFED_FREEM_REPTO            1.566
195score SPOOF_GMAIL_MID                1.064
196score STATIC_XPRIO_OLE               0.001
197score STOX_BOUND_090909_B            2.222
198score THIS_AD                        0.699
199score TO_EQ_FM_DIRECT_MX             0.001
200score TO_EQ_FM_DOM_SPF_FAIL          0.001 # force non-zero
201score TO_EQ_FM_SPF_FAIL              0.001 # force non-zero
202score TO_IN_SUBJ                     0.100
203score TO_NAME_SUBJ_NO_RDNS           1.592
204score TO_NO_BRKTS_DYNIP              0.001
205score TO_NO_BRKTS_FROM_MSSP          2.456
206score TO_NO_BRKTS_HTML_IMG           1.825
207score TO_NO_BRKTS_HTML_ONLY          1.999
208score TO_NO_BRKTS_NORDNS_HTML        0.001
209score TO_NO_BRKTS_PCNT               1.760
210score TRANSFORM_LIFE                 2.499
211score TUMBLR_IMG_NOT_RCVD_TUMB       1.220
212score TVD_RCVD_SPACE_BRACKET         1.976
213score UNDISC_FREEM                   3.099
214score UNDISC_MONEY                   3.100
215score UNICODE_OBFU_ASC               2.499
216score URI_DOTEDU                     1.999
217score URI_FIREBASEAPP                2.999
218score URI_GOOGLE_PROXY               2.193
219score URI_IN_URI_10                  2.599
220score URI_ONLY_MSGID_MALF            1.999
221score URI_PHISH                      2.633
222score URI_PHP_REDIR                  3.277
223score URI_TRY_3LD                    1.458
224score URI_WPADMIN                    2.399
225score URI_WP_DIRINDEX                2.863
226score URI_WP_HACKED                  3.499
227score URI_WP_HACKED_2                2.499
228score VFY_ACCT_NORDNS                2.999
229score XFER_LOTSA_MONEY               0.999
230score XM_DIGITS_ONLY                 2.161
231score XM_LIGHT_HEAVY                 2.499
232score XM_RANDOM                      2.499
233score XM_RECPTID                     3.000
234score XPRIO                          0.001 # force non-zero
235score YOU_INHERIT                    1.482
236score AC_POST_EXTRAS                 1.000
237score AC_SPAMMY_URI_PATTERNS1        1.000
238score AC_SPAMMY_URI_PATTERNS10       1.000
239score AC_SPAMMY_URI_PATTERNS11       1.000
240score AC_SPAMMY_URI_PATTERNS12       1.000
241score AC_SPAMMY_URI_PATTERNS2        1.000
242score AC_SPAMMY_URI_PATTERNS3        1.000
243score AC_SPAMMY_URI_PATTERNS4        1.000
244score AC_SPAMMY_URI_PATTERNS8        1.000
245score AC_SPAMMY_URI_PATTERNS9        1.000
246score ADULT_DATING_COMPANY           10.001 # force non-zero
247score ALIBABA_IMG_NOT_RCVD_ALI       1.000
248score APP_DEVELOPMENT_FREEM          1.000
249score APP_DEVELOPMENT_NORDNS         1.000
250score BEBEE_IMG_NOT_RCVD_BB          1.000
251score BITCOIN_BOMB                   1.000
252score BITCOIN_EXTORT_01              1.000
253score BITCOIN_EXTORT_02              1.000
254score BITCOIN_IMGUR                  1.000
255score BITCOIN_OBFU_SUBJ              1.000
256score BITCOIN_ONAN                   1.000
257score BITCOIN_PAY_ME                 1.000
258score BITCOIN_SPAM_01                1.000
259score BITCOIN_SPAM_03                1.000
260score BITCOIN_SPAM_04                1.000
261score BITCOIN_SPAM_06                1.000
262score BITCOIN_SPAM_08                1.000
263score BITCOIN_SPAM_10                1.000
264score BITCOIN_SPAM_11                1.000
265score BITCOIN_SPAM_12                1.000
266score BITCOIN_SPF_ONLYALL            1.000
267score BOGUS_MSM_HDRS                 1.000
268score BOMB_FREEM                     1.000
269score BOMB_MONEY                     1.000
270score BTC_ORG                        1.000
271score BULK_RE_SUSP_NTLD              1.000
272score CANT_SEE_AD                    1.000
273score COMMENT_GIBBERISH              1.000
274score DAY_I_EARNED                   1.000
275score DKIMWL_BLOCKED                 0.001
276score DOTGOV_IMAGE                   1.000
277score EBAY_IMG_NOT_RCVD_EBAY         1.000
278score ENCRYPTED_MESSAGE              -1.000
279score ENVFROM_GOOG_TRIX              1.000
280score FACEBOOK_IMG_NOT_RCVD_FB       1.000
281score FBI_MONEY                      1.000
282score FBI_SPOOF                      1.000
283score FONT_INVIS_NORDNS              1.000
284score FONT_INVIS_POSTEXTRAS          1.000
285score FREEM_FRNUM_UNICD_EMPTY        1.000
286score FRNAME_IN_MSG_XPRIO_NO_SUB     1.000
287score FROM_ADDR_WS                   1.000
288score FROM_FMBLA_NDBLOCKED           0.001
289score FROM_GOV_REPLYTO_FREEMAIL      1.000
290score FROM_GOV_SPOOF                 1.000
291score FROM_MISSP_PHISH               1.000
292score FROM_NTLD_LINKBAIT             1.000
293score FROM_NTLD_REPLY_FREEMAIL       1.000
294score FROM_NUMBERO_NEWDOMAIN         1.000
295score FROM_NUMERIC_TLD               1.000
296score GAPPY_SALES_LEADS_FREEM        1.000
297score GB_FORGED_MUA_POSTFIX          1.000
298score GB_FREEMAIL_DISPTO_NOTFREEM    0.500
299score GB_GOOGLE_OBFUR                0.750
300score GB_GOOG_IMG_NOT_RCVD_GOOG      1.000
301score GOOGLE_DOCS_PHISH              1.000
302score GOOGLE_DOCS_PHISH_MANY         1.000
303score GOOGLE_DOC_SUSP                1.000
304score GOOGLE_DRIVE_REPLY_BAD_NTLD    1.000
305score GOOG_MALWARE_DNLD              1.000
306score GOOG_STO_HTML_PHISH            1.000
307score GOOG_STO_HTML_PHISH_MANY       1.000
308score GOOG_STO_IMG_NOHTML            1.000
309score HAS_X_NO_RELAY                 1.000
310score HEXHASH_WORD                   1.000
311score HK_CTE_RAW                     1.000
312score HK_RCVD_IP_MULTICAST           1.000
313score HOSTED_IMG_DQ_UNSUB            1.000
314score HOSTED_IMG_MULTI               1.000
315score HTML_ENTITY_ASCII_TINY         1.000
316score HTML_SHRT_CMNT_OBFU_MANY       1.000
317score IMG_ONLY_FM_DOM_INFO           1.000
318score JH_SPAMMY_PATTERN01            1.000
319score JH_SPAMMY_PATTERN02            1.000
320score LINKEDIN_IMG_NOT_RCVD_LNKN     1.000
321score LIST_PRTL_PUMPDUMP             1.000
322score LIST_PRTL_SAME_USER            1.000
323score LOTTO_AGENT                    1.000
324score LUCRATIVE                      1.000
325score MALF_HTML_B64                  1.000
326score MALWARE_PASSWORD               1.000
327score MIME_NO_TEXT                   1.000
328score MONERO_DEADLINE                1.000
329score MONERO_EXTORT_01               1.000
330score MONERO_MALWARE                 1.000
331score MONERO_PAY_ME                  1.000
332score MSGID_DOLLARS_URI_IMG          1.000
333score MSGID_HDR_MALF                 1.000
334score MSM_PRIO_REPTO                 1.000
335score NEWEGG_IMG_NOT_RCVD_NEGG       1.000
336score NEW_PRODUCTS                   1.000
337score OFFER_ONLY_AMERICA             1.000
338score PDS_HELO_SPF_FAIL              1.000
339score PHISH_AZURE_CLOUDAPP           3.500
340score PHISH_FBASEAPP                 1.000
341score PHOTO_EDITING_DIRECT           1.000
342score PHOTO_EDITING_FREEM            1.000
343score PHP_NOVER_MUA                  1.000
344score PHP_SCRIPT_MUA                 1.000
345score PP_TOO_MUCH_UNICODE02          0.500
346score PP_TOO_MUCH_UNICODE05          1.000
347score PUMPDUMP                       1.000
348score PUMPDUMP_MULTI                 1.000
349score RAND_HEADER_LIST_SPOOF         1.000
350score RAND_HEADER_MANY               1.000
351score RCVD_DOTEDU_SHORT              1.000
352score RCVD_DOTEDU_SUSP_URI           1.000
353score RDNS_NUM_TLD_ATCHNX            1.000
354score REPTO_419_FRAUD                1.000
355score REPTO_419_FRAUD_AOL            1.000
356score REPTO_419_FRAUD_AOL_LOOSE      1.000
357score REPTO_419_FRAUD_CNS            1.000
358score REPTO_419_FRAUD_GM_LOOSE       1.000
359score REPTO_419_FRAUD_HM             1.000
360score REPTO_419_FRAUD_OL             1.000
361score REPTO_419_FRAUD_PM             1.000
362score REPTO_419_FRAUD_QQ             1.000
363score REPTO_419_FRAUD_YH             1.000
364score REPTO_419_FRAUD_YH_LOOSE       1.000
365score REPTO_419_FRAUD_YJ             1.000
366score REPTO_419_FRAUD_YN             1.000
367score SENDGRID_REDIR_PHISH           1.000
368score SEO_SUSP_NTLD                  1.000
369score SHORTENER_SHORT_IMG            1.000
370score SHORT_IMG_SUSP_NTLD            1.000
371score SPOOFED_FREEM_REPTO_CHN        1.000
372score SPOOFED_FREEM_REPTO_RUS        1.000
373score STOCK_TIP                      1.000
374score SUBJ_BRKN_WORDNUMS             1.000
375score SYSADMIN                       1.000
376score TAGSTAT_IMG_NOT_RCVD_TGST      1.000
377score TARINGANET_IMG_NOT_RCVD_TN     1.000
378score THIS_IS_ADV_SUSP_NTLD          1.000
379score TONLINE_FAKE_DKIM              1.000
380score TVD_SPACE_ENC_FM_MIME          1.000
381score TW_GIBBERISH_MANY              1.000
382score UC_GIBBERISH_OBFU              1.000
383score UNICODE_OBFU_ZW                1.000
384score URI_ADOBESPARK                 1.000
385score URI_AZURE_CLOUDAPP             1.000
386score URI_DASHGOVEDU                 1.000
387score URI_DATA                       1.000
388score URI_DOTEDU_ENTITY              1.000
389score URI_GOOG_STO_SPAMMY            3.000
390score URI_HEX_IP                     1.000
391score URI_IMG_WP_REDIR               1.000
392score URI_LONG_REPEAT                1.000
393score URI_OPTOUT_3LD                 1.000
394score URI_TRY_USME                   1.000
395score USB_DRIVES                     1.000
396score VPS_NO_NTLD                    1.000
397score WALMART_IMG_NOT_RCVD_WAL       1.000
398score WORD_INVIS                     1.000
399score WORD_INVIS_MANY                1.000
400score XPRIO_SHORT_SUBJ               1.000
401