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Results of binary target classification. Two methods calculate various machine learning models’ performance measures: cross-validation performed on the data collected in the first part of the experiment and tested on a separate dataset of observations collected in the second part of the experiment.
| CV on First Part Data | Test on Second Part Data | |
|---|---|---|
| Accuracy | 97% | 78% |
| Recall of Pythium | 94% | 67% |
| Recall of Phytophthora | 100% | 88% |
| Precision of Pythium | 99% | 74% |
| Precision of Phytophthora | 95% | 85% |
