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import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import warnings
warnings.filterwarnings('ignore')
from sklearn.naive_bayes import MultinomialNB
from sklearn.multiclass import OneVsRestClassifier
from sklearn import metrics
from sklearn.metrics import accuracy_score
from pandas.plotting import scatter_matrix
from sklearn.neighbors import KNeighborsClassifier
from sklearn import metrics
resumeDataSet = pd.read_csv('UpdatedResumeDataSet.csv' ,encoding='utf-8')
resumeDataSet['cleaned_resume'] = ''
resumeDataSet.head()
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