Featurewiz: Fast way to select the best features in a data | by Himanshu Sharma | Dec, 2020

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A brand new progressed and speedy way to select the best features in a dataset

Himanshu Sharma
Photo by Franki Chamaki on Unsplash

a. SULOV:

b. Recursive XGBoost

pip set up featurewiz
import pandas as pd
from featurewiz import featurewiz
df = pd.read_csv("boston.csv")
df.head()
Dataset(Source: By Author)
features = featurewiz(df, goal='medv', corr_limit=0.70, 
verbose=2)
Feature Selection(Source: By Author)

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