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This Jupyter notebook demonstrates tuning hyperparameters of machine learning models with total profit as a scoring metric to gain maximum total profit.

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hanfei1986/Hyperparameter-tuning-with-a-custom-scoring-metric

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Hyperparameter-tuning-with-a-custom-scoring-metric

This Jupyter notebook demonstrates tuning hyperparameters of machine learning models with total profit as a scoring metric to gain maximum total profit.

Results for hyperparameter tuning:

image

Furtherly tune the desicion thresholds to gain maximum total profit:

image

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This Jupyter notebook demonstrates tuning hyperparameters of machine learning models with total profit as a scoring metric to gain maximum total profit.

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