cpragadeesh

...
elseif dmarc_policy == 'reject' then
        if not pct or pct == 100 or (math.random(100) <= pct) then
          task:insert_result(dmarc_symbols['reject'], res, lookup_domain .. ' : ' .. reason_str, dmarc_policy)
          disposition = "reject"
        end
else
...

cpragadeesh

...
if dmarc_policy == 'quarantine' then
        if not pct or pct == 100 or (math.random(100) <= pct) then
          task:insert_result(dmarc_symbols['quarantine'], res, lookup_domain .. ' : ' .. reason_str, dmarc_policy)
          disposition = "quarantine"
        end
...

cpragadeesh

FAKE_REPLY: 1.34
URI_COUNT_ODD: 1.17
HAS_XOIP: -0.32
INVALID_FROM_8BIT: 9.16
SUSPICIOUS_RECIPS: 1.42
CT_EXTRA_SEMI: 0.51
BROKEN_HEADERS: 15.32
HAS_X_PRIO_FIVE: -0.56
TO_EXCESS_BASE64: 1.63
MID_RHS_IP_LITERAL: 1.11

cpragadeesh

epoch: 99 | error: 0.0519916767862 4 

Statistics: 
Time taken: 9.25s

Pre-rescore test data stats:
Accuracy: 69.85 %
F-score: 0.577464788732

Post-rescore test data stats:

cpragadeesh

rspamc output:

Results for file: rar4.eml (0.000 seconds)
HTTP error: 500, invalid command:        


rspamc strace:
execve("/usr/local/bin/rspamc", ["rspamc", "rar4.eml", "/home/pragadeesh/output.txt"], [/* 61 vars */]) = 0
brk(NULL)                               = 0x1ffd000
access("/etc/ld.so.nohwcap", F_OK)      = -1 ENOENT (No such file or directory)

cpragadeesh

#include "LinkedList.cpp"
#include <utility>
#include <typeinfo>

using namespace std;

template<class key_type, class value_type>
class HashTable {

	const int size;

cpragadeesh

SYMBOL                              OLD SCORE     NEW SCORE 
FAKE_REPLY                          1.0           0.69      
URI_COUNT_ODD                       1.0           1.77      
INVALID_FROM_8BIT                   6.0           6.82      
SUSPICIOUS_RECIPS                   1.5           2.06      
CT_EXTRA_SEMI                       1.0           1.65      
BROKEN_HEADERS                      10.0          11.6      
HAS_X_PRIO_FIVE                     0.0           0.22      
TO_EXCESS_BASE64                    1.5           1.26      
MID_RHS_IP_LITERAL                  0.5           1.14      

cpragadeesh

# current error = 0.5285708144281
# current error = 0.52857081431571
    .
    .
    .

# StochasticGradient: you have reached the maximum number of iterations
# training error = 0.52857081431571
SYMBOL                              OLD_SCORE  NEW_SCORE 
R_MIXED_CHARSET                     5          4.65      

cpragadeesh

SYMBOL                              OLD_SCORE  NEW_SCORE 
R_MIXED_CHARSET                     5          5.43      
FORGED_MUA_THEBAT_BOUN              2          0.44      
FORGED_MUA_THEBAT_MSGID_UNKNOWN     3          17.22     
MID_BARE_IP                         2          -5.16     
FROM_EXCESS_BASE64                  1.5        3.21      
SUBJ_ALL_CAPS                       3          20.95     
FAKE_REPLY_C                        6          2.69      
TO_DOM_EQ_FROM_DOM                  0          9.70      
R_BAD_CTE_7BIT                      4          22.36     

cpragadeesh

SYMBOL                              OLD_SCORE  NEW_SCORE 
R_MIXED_CHARSET                     5          3.69      
FORGED_MUA_THEBAT_BOUN              2          0.43      
FORGED_MUA_THEBAT_MSGID_UNKNOWN     3          1.52      
MID_BARE_IP                         2          0.64      
FROM_EXCESS_BASE64                  1.5        1.71      
SUBJ_ALL_CAPS                       3          1.56      
FAKE_REPLY_C                        6          2.69      
TO_DOM_EQ_FROM_DOM                  0          3.69      
R_BAD_CTE_7BIT                      4          5.56