COMPARATIVE ANALYSIS AND CLASSIFICATION OF LEUCODERMA USING SUPPORT VECTOR MACHINE AND K-NEAREST NEIGHBOUR ALGORITHM

Harish Chandra Maurya; Anjali Mittal

COMPARATIVE ANALYSIS AND CLASSIFICATION OF LEUCODERMA USING SUPPORT VECTOR MACHINE AND K-NEAREST NEIGHBOUR ALGORITHM

October 2022

Vol-8, Issue-6

Paper ID: 18490

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Engineering

Keywords

Dermatology Support vector machine leucoderma.

Abstract

Support Vector Machines (SVM) as well as k- Nearest Neighbour Algorithm (KNN) is very powerful tools which can be utilized for skin disease recognition. They are being used in a large array of different areas including medicine. This thesis exemplifies the applicability of computer science in medicine especially in skin disease detection. Leucoderma or commonly known as Vitiligo is a very common disease among all other skin diseases. In the research work I am comparing SVM classifier and KNN, two the most effective techniques for data classification (especially for medical diagnoses), implemented using matlab tool and classify the patients affected by Leucoderma. Experimental results show that the proposed methodology efficiently discriminates between a leucoderma skin and a normal skin.

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Author Information

#	Name	Institute / Affiliation
1	Harish Chandra Maurya	Bhagwant Uniersity Ajmer Rajasthan
2	Anjali Mittal	Bhagwant Uniersity Ajmer Rajasthan

How to Cite

Use the following formats to cite this article in your research.

APA Style

Maurya, Harish Chandra & Mittal, Anjali (2022). COMPARATIVE ANALYSIS AND CLASSIFICATION OF LEUCODERMA USING SUPPORT VECTOR MACHINE AND K-NEAREST NEIGHBOUR ALGORITHM. International Journal of Advance Research and Innovative Ideas In Education, 8(6), 248-254.

MLA Style

Maurya, Harish Chandra, and Anjali Mittal. "COMPARATIVE ANALYSIS AND CLASSIFICATION OF LEUCODERMA USING SUPPORT VECTOR MACHINE AND K-NEAREST NEIGHBOUR ALGORITHM." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 6, 2022, pp. 248-254.

IEEE Style

Harish Chandra Maurya and Anjali Mittal, "COMPARATIVE ANALYSIS AND CLASSIFICATION OF LEUCODERMA USING SUPPORT VECTOR MACHINE AND K-NEAREST NEIGHBOUR ALGORITHM," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 6, pp. 248-254, 2022.

Vancouver Style

Maurya Harish Chandra, Mittal Anjali. COMPARATIVE ANALYSIS AND CLASSIFICATION OF LEUCODERMA USING SUPPORT VECTOR MACHINE AND K-NEAREST NEIGHBOUR ALGORITHM. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(6):248-254.

Harvard Style

Maurya, Harish Chandra & Mittal, Anjali (2022) 'COMPARATIVE ANALYSIS AND CLASSIFICATION OF LEUCODERMA USING SUPPORT VECTOR MACHINE AND K-NEAREST NEIGHBOUR ALGORITHM', International Journal of Advance Research and Innovative Ideas In Education, 8(6), pp. 248-254.

Chicago Style

Maurya, Harish Chandra and Anjali Mittal. "COMPARATIVE ANALYSIS AND CLASSIFICATION OF LEUCODERMA USING SUPPORT VECTOR MACHINE AND K-NEAREST NEIGHBOUR ALGORITHM." International Journal of Advance Research and Innovative Ideas In Education 8, no. 6 (2022): 248-254.

Turabian Style

Maurya, Harish Chandra and Anjali Mittal. "COMPARATIVE ANALYSIS AND CLASSIFICATION OF LEUCODERMA USING SUPPORT VECTOR MACHINE AND K-NEAREST NEIGHBOUR ALGORITHM." International Journal of Advance Research and Innovative Ideas In Education 8, no. 6 (2022): 248-254.