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@@ -173,7 +173,7 @@ def main():
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x_test_filters = self._data['x_test'].iloc[:, indices]
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# model = _get_best_model(x_train_filters, y_train_filters)
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- model = RandomForestClassifier(n_estimators=300, class_weight='balanced', n_jobs=-1)
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+ model = RandomForestClassifier(n_estimators=500, class_weight='balanced', bootstrap=True, max_samples=0.75, n_jobs=-1)
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model = model.fit(x_train_filters, y_train_filters)
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y_test_model = model.predict(x_test_filters)
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