Several Model Validation Techniques in Python

By Medium - 2021-03-18

Description

I wanted to write this article because I think a lot of people tend to overlook the validation and testing stage of machine learning. Similar to experimental design, it’s important that you spend…

Summary

  • A comprehensive guide to four popular cross validation techniques I wanted to write this article because I think a lot of people tend to overlook the validation and testing stage of machine learning.
  • Similar to experimental design, it’s important that you spend enough time and use the right technique(s) to validate your ML models.
  • It allows me to interactively test different inputs into the model.
  • The execution is relatively quick in comparison to other methods.

 

Topics

  1. Backend (0.19)
  2. Machine_Learning (0.13)
  3. NLP (0.11)

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