Medical Data Clustering and Classification Using TLBO and Machine Learning Algorithms

This study aims to empirically analyze teaching-learning-based optimization (TLBO) and machine learning algorithms using k-means and fuzzy c-means (FCM) algorithms for their individual performance evaluation in terms of clustering and classification. In the first phase, the clustering (k-means and F...

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Vydané v:	Computers, materials & continua Ročník 70; číslo 3; s. 4523 - 4543
Hlavní autori:	Kumar Dubey, Ashutosh, Gupta, Umesh, Jain, Sonal
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Henderson Tech Science Press 2022
Predmet:	Accuracy Algorithms Classification Clustering Comparative studies Datasets Experimentation Heart diseases Machine learning Optimization Performance evaluation Sensitivity
ISSN:	1546-2226, 1546-2218, 1546-2226
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