Diagnosing heart disease by a novel hybrid method: Effective learning approach

Diagnosing heart disease by a novel hybrid method: Effective learning approach

In this paper, the effective classifier Extreme Learning Machines (ELM), Enhanced Fast Learning Networks (EFLN), Support Vector Machines (SVM), and Decision Trees (DT) for early Heart Disease (HD) diagnostics have been investigated. Using the optimal parameters for the proposed method, ELM, EFLN, SV...

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Bibliographic Details
Main Authors: Aymen A. Altae, Abdolvahab Ehsani Rad
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Heart disease (HD)
Classification
Extreme learning machine (ELM)
Particle swarm Optimization algorithm (PSO)
Hybrid models
Enhanced fast learning network (EFLN)
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914823001193

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http://www.sciencedirect.com/science/article/pii/S2352914823001193

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