Stratified Sampling-Based Deep Learning Approach to Increase Prediction Accuracy of Unbalanced Dataset

Stratified Sampling-Based Deep Learning Approach to Increase Prediction Accuracy of Unbalanced Dataset

Due to the imbalanced nature of datasets, classifying unbalanced data classes and drawing accurate predictions is still a challenging task. Sampling procedures, along with machine learning and deep learning algorithms, are a boon for solving this kind of challenging task. This study’s objective is t...

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Bibliographic Details
Main Authors: Jeyabharathy Sadaiyandi, Padmapriya Arumugam, Arun Kumar Sangaiah, Chao Zhang
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Electronics
Subjects:
machine learning
deep learning
imbalanced datasets
stratified sampling
prediction
classification
Online Access:https://www.mdpi.com/2079-9292/12/21/4423

Internet

https://www.mdpi.com/2079-9292/12/21/4423

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