| | |
train2431
|
train2431
|
train2431
|
|---|
| | |
test2431
|
test579
|
test2431 10 × cross val
|
|
t- test
|
FN2431
|
R
|
MSE
|
R
|
MSE
|
R
|
MSE
|
|
0
|
1444(1444)
|
0.783
|
0.017
|
0.492
|
0.096
|
0.784
|
0.022
|
|
1
|
842(835.5)
|
0.782
|
0.016
|
0.479
|
0.098
|
0.782
|
0.022
|
|
2
|
469(438.2)
|
0.777
|
0.016
|
0.485
|
0.102
|
0.765
|
0.023
|
|
3
|
206(191)
|
0.754
|
0.017
|
0.471
|
0.102
|
0.731
|
0.024
|
|
4
|
91(78.4)
|
0.736
|
0.018
|
0.459
|
0.103
|
0.702
|
0.026
|
|
5
|
42(37.2)
|
0.700
|
0.020
|
0.459
|
0.102
|
0.677
|
0.027
|
|
6
|
20(15.4)
|
0.658
|
0.023
|
0.445
|
0.106
|
0.626
|
0.030
|
|
7
|
10(8.7)
|
0.553
|
0.028
|
0.344
|
0.105
|
0.567
|
0.032
|
|
8
|
6(5.4)
|
0.512
|
0.029
|
0.356
|
0.103
|
0.525
|
0.034
|
|
9
|
2(2)
|
0.407
|
0.033
|
0.257
|
0.108
|
0.454
|
0.037
|
- 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.
