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Update test_code2 #4

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4 changes: 3 additions & 1 deletion test_code2
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Original file line number Diff line number Diff line change
Expand Up @@ -197,7 +197,9 @@ class learning_data_inividual_protein_data(protein_data):

def RandomForest(self):
x_train, x_test, y_train, y_test = self.test_train()
forest = RandomForestRegressor(n_estimators=1000,criterion='mse',max_depth=10,random_state=1,n_jobs=-1)
#In every instance in which the class RandomForest is defined we need to modify the criterion. mse is not an acceptable option.
#choice of: {'poisson', 'friedman_mse', 'absolute_error', 'squared_error'}
forest = RandomForestRegressor(n_estimators=1000,criterion='squared_error',max_depth=10,random_state=1,n_jobs=-1)
forest.fit(x_train, y_train)
return forest

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