Web: https://towardsdatascience.com/explaining-regression-methods-on-the-selling-price-of-hdb-resale-flats-using-shap-5b6d8ea9c77f?source=rss----7f60cf5620c9---4

Jan. 25, 2022, 9:04 a.m. | Jim Meng Kok

Towards Data Science - Medium towardsdatascience.com

SHAP — a tool that helps to explain what are the main features that affect the output of the regression model

Photo by Muhd Asyraaf on Unsplash

Introduction

Machine learning models have been considered as black boxes due to that they are hard for data analysts or data scientists to interpret and understand what the algorithms do.

In my last article, I have used linear regression to predict the selling price of the HDB resale flats from January 1990 to …

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