A Tabular Variational Auto Encoder-Based Hybrid Model for Imbalanced Data Classification With Feature Selection

A Tabular Variational Auto Encoder-Based Hybrid Model for Imbalanced Data Classification With Feature Selection

Cancer is the deadliest disease in humankind. Ovarian Cancer (OC) is important among female-specific cancers. Epithelial Ovarian Cancer (EOC) is the most commonly occurring subtype of OC. The disease is identified in later stages due to the unrevealed symptoms in the early stages. Gene Expression ex...

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Bibliographic Details
Main Authors: Asha Abraham, Habeeb Shaik Mohideen, R. Kayalvizhi
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Machine learning
ovarian cancer
pickle
Optuna
TVAE
Boruta
Online Access:https://ieeexplore.ieee.org/document/10304147/

Internet

https://ieeexplore.ieee.org/document/10304147/

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