Parameter optimization.
[Category diff]
+1 194
-1 21
+2 15
-2 1
+3 1
-3 15
+4 152
-4 90
+5 108
-5 197
+6 94
-6 136
+7 28
-7 132
[Weighted category diff]
+1 230
-1 23
+2 15
-2 1
+3 1
-3 15
+4 180
-4 106
+5 122
-5 224
+6 107
-6 158
+7 29
-7 157
show diff for ./en_user_log_phones_2011_08.csv
+1 171
-1 9
+2 7
-2 1
+3 1
-3 7
+4 123
-4 76
+5 84
-5 157
+6 66
-6 119
+7 20
-7 103
Before
---- count ----
Count(1):75.64%, 177913
Count(2):1.06%, 2510
Count(3):0.56%, 1319
Count(4):6.63%, 15612
Count(5):9.87%, 23223
Count(6):2.79%, 6580
Count(7):3.41%, 8038
---- weight ----
Weight(1):96.88%, 2009907
Weight(2):0.24%, 5157
Weight(3):0.09%, 2025
Weight(4):0.77%, 16095
Weight(5):1.11%, 23077
Weight(6):0.39%, 8172
Weight(7):0.48%, 10146
---- score ----
Conservative score = 66.406
Normal score = 81.512
Agressive score = 89.064
Insane score = 92.841
After
---- count ----
Count(1):75.71%, 178087
Count(2):1.07%, 2524
Count(3):0.55%, 1305
Count(4):6.66%, 15677
Count(5):9.83%, 23133
Count(6):2.78%, 6539
Count(7):3.37%, 7930
---- weight ----
Weight(1):96.89%, 2010118
Weight(2):0.24%, 5171
Weight(3):0.09%, 2011
Weight(4):0.78%, 16184
Weight(5):1.1%, 22972
Weight(6):0.39%, 8109
Weight(7):0.48%, 10014
---- score ----
Conservative score = 66.431
Normal score = 81.531
Agressive score = 89.08
Insane score = 92.855
No diffs for 10+ freq user log.
Change-Id: Ica4a7604507a2c91aaa7daf5bacf4fce4039f547
15b1a0fd14