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. 2018 Sep 4;13(9):e0202652. doi: 10.1371/journal.pone.0202652

Table 3. Cross validation summary.

Summary of each fold of the 7-fold CV of the trajectory data. Shown are the number of targets (# TR), number of trajectories (# Trj), number of snapshots (# Snap.), percentage of snapshots with improved quality (I (%)), percentage of snapshots with no change in quality (N (%)), percentage of snapshots with decreased quality (D (%)).

Training Set
Fold # TR # Trj. # Snap. I (%) N (%) D (%)
0 36 780 1,463,580 8.38 15.00 76.62
1 36 772 1,451,572 8.39 14.07 77.54
2 36 772 1,451,572 8.54 14.00 77.46
3 36 772 1,451,572 7.47 14.38 78.14
4 36 780 1,462,780 8.09 14.46 77.45
5 36 782 1,499,782 8.22 14.90 76.88
6 36 766 1,477,366 8.35 14.87 76.78
Validation Set
Fold # TR # Trj. # Snap. I (%) N (%) D (%)
0 6 124 246,124 7.16 11.74 81.10
1 6 132 258,132 7.17 17.14 75.70
2 6 132 258,132 6.34 17.49 76.17
3 6 132 258,132 12.34 15.35 72.31
4 6 124 246,924 8.90 14.93 76.17
5 6 122 209,922 8.12 11.87 80.01
6 6 138 232,338 7.31 12.36 80.33