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!pip install jovian --upgrade --quiet


Importing required libraries.

import math
import numpy as np 
import pandas as pd
import matplotlib as mpl
from sklearn import preprocessing
import matplotlib.pyplot as plt
from sklearn import datasets
from sklearn.model_selection import train_test_split
from sklearn.tree import DecisionTreeClassifier
from sklearn import tree
from sklearn.metrics import r2_score,mean_squared_error

%matplotlib inline


Reading the dataset using pandas function read_csv().

from sklearn.utils import shuffle

# Load dataset
data = pd.read_csv("output.csv")
data = data.sample(frac=1) 
data