| |
train2431
|
train2431
|
train2431
|
---|
| |
test2431
|
test579
|
test2431 10 × cross val
|
t- test
|
FN2431
|
R
|
MSE
|
R
|
MSE
|
R
|
MSE
|
0
|
1467(1467)
|
0.793
|
0.015
|
0.518
|
0.098
|
0.767
|
0.023
|
1
|
862(855.7)
|
0.802
|
0.014
|
0.506
|
0.089
|
0.764
|
0.023
|
2
|
488(457.2)
|
0.809
|
0.014
|
0.528
|
0.091
|
0.750
|
0.023
|
3
|
223(208)
|
0.817
|
0.013
|
0.526
|
0.091
|
0.728
|
0.025
|
4
|
108(94.2)
|
0.840
|
0.012
|
0.498
|
0.094
|
0.712
|
0.026
|
5
|
55(48.1)
|
0.840
|
0.012
|
0.495
|
0.096
|
0.711
|
0.026
|
6
|
29(23.1)
|
0.817
|
0.013
|
0.503
|
0.098
|
0.696
|
0.026
|
7
|
17(15.2)
|
0.770
|
0.016
|
0.444
|
0.099
|
0.673
|
0.027
|
8
|
11(9.6)
|
0.702
|
0.020
|
0.452
|
0.106
|
0.616
|
0.030
|
9
|
6(5.9)
|
0.606
|
0.025
|
0.340
|
0.109
|
0.603
|
0.031
|
- Models trained on dataset2431 and testing performed with dataset2431, dataset579 and 10 × cross validation on dataset2431, features removed by increasing stringency of t-test of individual feature to activity from dataset2431.
- Feature numbers in parentheses are the average number of features in cross validations.
- Entries in bold are column maximums and are simply visual landmarks.