Table 2.
Partial Least Squares Z-Prime Training Results
Data Seta | PctDead | PC-1b | PC-5c | PC-10 | PC-70 |
---|---|---|---|---|---|
Training | 0.71 | 0.55 | 0.84 | 0.83 | 0.83 |
Test | 0.55 | 0.80 | 0.80 | 0.80 |
Training data set was used for scoring system development; test data set was used for external validation.
PC-X denotes the inclusion of X number of principal components into the scoring system.
PC-5 was selected as the final model for the highest performance. See Table 3 for final scoring system.