Subkey |
Description |
---|---|
scoring_method |
Specify the optimization metric for your hyperparameter search. |
test_size |
Size of test set in the hyperoptimization cross validation, given as a percentage of the whole dataset. |
n_splits |
Number of iterations in train-validation cross-validation used for model optimization. |
N_iterations |
Number of iterations used in the hyperparameter optimization. This corresponds to the number of samples drawn from the parameter grid. |
n_jobspercore |
Number of jobs assigned to a single core. Only used if fastr is set to true in the classfication. |
maxlen |
Number of estimators for which the fitted outcomes and parameters are saved. Increasing this number will increase the memory usage. |
ranking_score |
Score used for ranking the performance of the evaluated workflows. |
memory |
When using DRMAA plugin, e.g. on BIGR cluster, memory usage of a single optimization job. Should be a string consisting of an integer + āGā. |