Episode 5 - Tuning the threshold in binary classification tasks

from Your Data Teacher Podcast · host Your Data Teacher

In this episode, I'll talk about tuning the threshold in binary classification tasks. The usual value for the threshold is 0.5, but it's useful to optimize it in order to make the model fit our needs. I talk about optimizing according to the ROC curve and maximizing the balanced accuracy.   Link to the article: https://www.yourdatateacher.com/2021/06/14/are-you-still-using-0-5-as-a-threshold/

What this episode covers

In this episode, I'll talk about tuning the threshold in binary classification tasks. The usual value for the threshold is 0.5, but it's useful to optimize it in order to make the model fit our needs. I talk about optimizing according to the ROC curve and maximizing the balanced accuracy. Link to the article: https://www.yourdatateacher.com/2021/06/14/are-you-still-using-0-5-as-a-threshold/

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Episode 5 - Tuning the threshold in binary classification tasks

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This episode is 7 minutes long.

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This episode was published on June 14, 2021.

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