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Kushal Mukherjee's Blog (2)

PyHard – A tool to assess dataset quality and identify hard-to-classify instances in general

Picture Courtesy: Freepik

The article explains the algorithm behind the recently introduced Python package named PyHard,…

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Added by Kushal Mukherjee on October 8, 2021 at 1:00pm — 6 Comments

A Gentle Introduction to Non-Parametric Tests

 

What are Non-parametric tests?



Most the statistical tests are optimal under various assumptions like independence, homoscedasticity or normality. However, it might not always be possible to guarantee that the data follows all these assumptions. Non-parametric tests are…

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Added by Kushal Mukherjee on September 29, 2021 at 11:30am — 1 Comment

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