Optimized Unit Tests (Resolved Issue #3) #24
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* test_regression and test_classification is combined to test_supervised. * exp_size will be "wide" only since trying "quick" and "wide" seperately makes no difference * Speed up to 2-3X
* n_folds and group amount are decrased from 5 to 3 * test_size increased from 0.20 to 0.25 * Removed unnecessary param definitions in certain cv methods * Speed up to 20-50%
* Removed poly kernel from SVC model's default tuning_param_grid since poly kernel takes too much time to finish * Combined test_classification_ml_models and test_regression_ml_models unit tests into one function to avoid duplications
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Explanation
Optimized the unit tests in the library. Resolved Issue #3
Supervised Experiment's Unit Tests (test_regression & test_classification)
Cross Validation Unit Tests
test_ml_models Unit Tests