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Created 5 years ago
Building machine learning model for spam classifier for text message
load all the required libraries
import numpy as np
import pandas as pd
import re
import spacy as sp
import nltk as nl
import seaborn as sns
import matplotlib.pyplot as plt
from sklearn.feature_extraction.text import CountVectorizer,TfidfVectorizer
from sklearn.naive_bayes import MultinomialNB
from sklearn.model_selection import train_test_split
from sklearn.metrics import confusion_matrix,accuracy_score,classification_report
load english model for spacy
nlp = sp.load("en_core_web_sm")