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Machine-Learning-Feature-Selection

data science feature selection technique

Feature Selection Techniques

using sklearn library

module and library used-->

1.)

import pandas as pd

import numpy as np

import matplotlib.pyplot as plt

%matplotlib inline

import seaborn as sns

2.)for Univariate Selection

from sklearn.feature_selection import SelectKBest

from sklearn.feature_selection import chi2

3.)for Feature Importance

from sklearn.ensemble import ExtraTreesClassifier

4.)for correlation heatmap

import seaborn as sns

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data science feature selection technique

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