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Hyper-parameter spaces for grid search (
) and Bayesian optimizer (
) used for the auto-tuning on the Mendelian dataset
| Parameter |
|
|
|---|---|---|
| nParts | {10, 50, 100, 300} | [10, 300] |
| fp | {1, 2, 5, 10} | [1, 10] |
| ratio | {1, 2, 5, 10} | [1, 10] |
| k | {5} | {5} |
| nTrees | {10, 20, 100} | [10, 100] |
| mTry | {2, 5, 10} | [2, 10] |
