Multiclass Classification One vs All (One vs Rest) One vs One Machine Learning by Dr. Mahesh Huddar
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2 سال پیش
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Multiclass Classification One vs All
Multiclass Classification One vs All (One vs Rest) | One vs One Machine Learning by Dr. Mahesh Huddar
Multi-class Classification
Multiple class labels are present in the dataset.
The number of classifier models depends on the classification technique we are applying to.
One vs. All:- N-class instances then N binary classifier models
One vs. One:- N-class instances then N* (N-1)/2 binary classifier models
Example:- Check whether the fruit is apple, banana, or orange.
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Multi-class Classification
Multiple class labels are present in the dataset.
The number of classifier models depends on the classification technique we are applying to.
One vs. All:- N-class instances then N binary classifier models
One vs. One:- N-class instances then N* (N-1)/2 binary classifier models
Example:- Check whether the fruit is apple, banana, or orange.
********************************
1. Blog / Website: https://www.vtupulse.com/
2. Like Facebook Page: Facebook: VTUPulse
3. Follow us on Instagram: Instagram: vtupulse
4. Like, Share, Subscribe, and Don't forget to press the bell ICON for regular updates
2 سال پیش
در تاریخ 1401/01/28 منتشر شده
است.
38,279
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