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Python 3
Selecting Important Features

Selecting Important Features

Selecting Important Features

Selecting Important Features

The HuffPost dataset contains multiple columns, but not all of them are required for generating recommendations. In this project, we use only the columns that describe the content of each news article.

Code

news = news[

['headline',

'short_description',

'category']

]

Explanation

The selected features provide meaningful textual information.

headline – News title
short_description – Brief summary of the article
category – News category

These columns are sufficient for building a content-based recommendation system.

Output

A new DataFrame containing only the required features is created.

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Selecting Important Features

Contents

Selecting Important Features

Code

Explanation

Output

News Recommendation System Using Machine Learning

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