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Commit 0dd774ba authored by Feliks Kiszkurno's avatar Feliks Kiszkurno
Browse files

change to clusters

parent 3bd9ff70
......@@ -96,18 +96,18 @@ def run_all_tests(test_results):
gc.collect()
ada_result_class, ada_accuracy_score, ada_accuracy_labels, ada_accuracy_score_training, ada_accuracy_labels_training, ada_depth_estim, ada_depth_estim_accuracy, ada_depth_estim_labels, ada_depth_estim_training, ada_depth_estim_accuracy_training, ada_depth_estim_labels_training = \
slopestabilityML.ADABOOST.adaboost_run(test_results, random_seed)
ml_results['ADABOOST'] = {'score': ada_accuracy_score, 'labels': ada_accuracy_labels,
'score_training': ada_accuracy_score_training, 'labels_training': ada_accuracy_labels_training,
'depth_estim': ada_depth_estim, 'depth_accuracy': ada_depth_estim_accuracy,
'depth_labels': ada_depth_estim_labels,
'depth_estim_training': ada_depth_estim_training,
'depth_accuracy_training': ada_depth_estim_accuracy_training,
'depth_labels_training': ada_depth_estim_labels_training
}
ml_results_class['ADABOOST'] = ada_result_class
gc.collect()
# ada_result_class, ada_accuracy_score, ada_accuracy_labels, ada_accuracy_score_training, ada_accuracy_labels_training, ada_depth_estim, ada_depth_estim_accuracy, ada_depth_estim_labels, ada_depth_estim_training, ada_depth_estim_accuracy_training, ada_depth_estim_labels_training = \
# slopestabilityML.ADABOOST.adaboost_run(test_results, random_seed)
# ml_results['ADABOOST'] = {'score': ada_accuracy_score, 'labels': ada_accuracy_labels,
# 'score_training': ada_accuracy_score_training, 'labels_training': ada_accuracy_labels_training,
# 'depth_estim': ada_depth_estim, 'depth_accuracy': ada_depth_estim_accuracy,
# 'depth_labels': ada_depth_estim_labels,
# 'depth_estim_training': ada_depth_estim_training,
# 'depth_accuracy_training': ada_depth_estim_accuracy_training,
# 'depth_labels_training': ada_depth_estim_labels_training
# }
# ml_results_class['ADABOOST'] = ada_result_class
# gc.collect()
# print('Running RVM...')
# rvm_accuracy_score, rvm_accuracy_labels, rvm_accuracy_score_training, rvm_accuracy_labels_training = \
......
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