URL details: fairpai.overfitting.es/index.php?id=1
URL title:
fairpAI - fairpAI
URL description:
Artificial Intelligence approaches are, in general, very data-dependent. A strategy that seems to work well in previous literature, as is the case of neural networks in CC fraud detection, might suffer of overfitting, wrong hyperparameter fitting and other dificulties for a particular dataset. To double check the goodness of the modelling, we will be comparing our approach with two other strategies: random forest (Xuan et al., 2018, applied to credit card fraud), which is designed to avoid overfitting, and
URL keywords:
Artificial Intelligence, fairpAI
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2022-09-17
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