Explainable AI to Predict Male Fertility Using Extreme Gradient Boosting Algorithm with SMOTE

Explainable AI to Predict Male Fertility Using Extreme Gradient Boosting Algorithm with SMOTE

Infertility is a common problem across the world. Infertility distribution due to male factors ranges from 40% to 50%. Existing artificial intelligence (AI) systems are not often human interpretable. Further, clinicians are unaware of how data analytical tools make decisions, and as a result, they h...

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Bibliographic Details
Main Authors: Debasmita GhoshRoy, Parvez Ahmad Alvi, KC Santosh
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Electronics
Subjects:
explainability techniques
extreme gradient boosting (XGB)
SMOTE
male fertility
Online Access:https://www.mdpi.com/2079-9292/12/1/15

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