Metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave (by benhamner)

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Metrics reviews and mentions

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  • Model evaluation - MAP@K
    1 project | dev.to | 14 Apr 2022
    Starting with Python we’re going to code the functions from scratch using the values determined from the linear regression model. First we’re going to write a function to calculate the Average Precision at K. It will take in three values, the value from the test set, and value from the model prediction, and finally the value for K. This code can be found in the Github for the ml_metrics Python Library.
  • How to Judge your Recommendation System Model ?
    1 project | dev.to | 9 Feb 2021
    These metrics are straightforward to implement, also can be obtained from here. Happy Learning !

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