1) [128] => True True 
2) [128] => True True 
3) [128] => True True 
4) [64] => True True 
5) [64] => True True 
6) [128] => True True 
7) [64] => True True 
8) [16] => False False 
9) [64] => False True ***
10) [16] => False False 
11) [128] => True True 
12) [64] => True True 
13) [16] => False False 
14) [128] => True True 
15) [128] => True True 
16) [16] => False False 
17) [16] => False False 
18) [64] => True True 
19) [16] => False False 
20) [16] => False False 

Model RMSE =      0.22360679775
Prediction rate = 95.000%
Mispredictions =  1 out of 20