How To Do Error Analysis To Make All of Your Models Better

A step by step guide

Nelson Griffiths
Towards Data Science
6 min readOct 16, 2019

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Introduction

There are a lot of ways to improve on out-of-the-box machine learning models. There are things you can do both with the models and the data to obtain better results than you would from the standard scikit-learn version of a model. There is feature engineering, hyper-parameter tuning…

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