# -*- coding: utf-8 -*-

"""

Created on Wed Mar 28 17:10:14 2018



@author: Dipankar Karmakar

"""

'''TO CLASSIFY ENSEMBLE MODELS'''



import numpy as np 

import pandas as pd

from sklearn.model_selection import train_test_split

from sklearn.tree import DecisionTreeClassifier

from sklearn. ensemble import RandomForestClassifier, BaggingClassifier, AdaBoostClassifier, VotingClassifier

from sklearn.linear_model import LogisticRegression

from sklearn.svm import SVC

DecisionTreeClassifier(class_weight=None, criterion='gini', max_depth=None,

            max_features=None, max_leaf_nodes=None,

            min_impurity_decrease=0.0, min_impurity_split=None,

            min_samples_leaf=1, min_samples_split=2,

            min_weight_fraction_leaf=0.0, presort=False, random_state=None,

            splitter='best')
