Covariance Matrix Visualization Using Seaborn’s Heatmap Plot
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. This tutorial illustrates how the covariance matrix can be created and visualized using the seaborn library Image by Benjamin O. Tayo Before implementing a machine learning algorithm, it is necessary to select …
Feature Selection and Dimensionality Reduction Using Covariance Matrix Plot
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. 1. Import Necessary Libraries Top highlight This article will discuss how the covariance matrix plot can be used for feature selection and dimensionality reduction. A machine learning algorithm (such as classification, clustering …
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