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Last Contribution on
Sep 23, 2019
By
Mausam Gaurav
8 Articles in Data Science

 

Article Sep 23, 2019
Article Author   Mausam Gaurav
Page Visits   9394
Machine Learning Data Science Python

To demonstrate the automated feature selection methods in Python we would use the diabetes dataset. Import the diabetes .csv file into a data-frame with Pandas as below:  

import pandas as pd
names = ['preg', 'plas', 'pres', 'skin', 'test', 'mass', 'pedi', 'age', 'class']
df_diabetes = pd.read_csv('diabetes.csv', names = names)
df_diabetes ...
Article Aug 25, 2019
Article Author   Mausam Gaurav
Page Visits   4686
Machine Learning Python

Prerequisites: You would need to have Jupyter Notebook installed. Python 3.7 and Pandas 0.25.1 were used for this post. You would also need the following packages:

  • plotly   pip install plotly==4.1.0
  • itertools (usually pre-installed with Python)

All the code used in this article, and the ...

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