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# Importing a few necessary libraries
import matplotlib.pyplot as pl
import numpy as np
import pandas as pd
from sklearn import datasets
from sklearn.cross_validation import train_test_split
from sklearn.tree import DecisionTreeRegressor
from sklearn.metrics import make_scorer, mean_squared_error
from sklearn.grid_search import GridSearchCV
from sklearn import tree
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*