Table 2.
Data analysis method: | k-NN | SVM | PLS | |||
---|---|---|---|---|---|---|
Size of the dataset: | P2 | P2kin | P2 | P2kin | P2 | P2kin |
80% | 0.65 | 0.64 | 0.73 | 0.70 | 0.67 | 0.65 |
60% | 0.60 | 0.59 | 0.70 | 0.67 | 0.64 | 0.62 |
40% | 0.52 | 0.51 | 0.65 | 0.62 | 0.58 | 0.56 |
20% | 0.44 | 0.43 | 0. 56 | 0.53 | 0.49 | 0.47 |
10% | 0.32 | 0.30 | 0.47 | 0.42 | 0.41 | 0.37 |
For explanation of abbreviations see legend to Table 1.