Machine learning for imbalanced data tackle imbalanced datasets using machine learning and deep learning techniques

As machine learning practitioners, we often encounter imbalanced datasets in which one class has considerably fewer instances than the other. Many machine learning algorithms assume an equilibrium between majority and minority classes, leading to suboptimal performance on imbalanced data. This compr...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Abhishek, Kumar (VerfasserIn), Abdelaziz, Mounir (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Birmingham, UK Packt Publishing Ltd. 2023
Ausgabe:	[First edition].
Schlagworte:	Machine learning Data sets Apprentissage automatique Jeux de données
Online-Zugang:	lizenzpflichtig
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!