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Title: :  COMPARATIVE ANALYSIS AND CLASSIFICATION OF LEUCODERMA USING SUPPORT VECTOR MACHINE AND K-NEAREST NEIGHBOUR ALGORITHM
PaperId: :  18490
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 6 2022
DUI:    16.0415/IJARIIE-18490
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Harish Chandra MauryaBhagwant Uniersity Ajmer Rajasthan
Anjali Mittal Bhagwant Uniersity Ajmer Rajasthan

Abstract

Computer Engineering
Dermatology, Support vector machine, leucoderma.
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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IJARIIE 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 Volume 8 Issue 6 2022 Page 248-254
MLA 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 8.6(2022) : 248-254.
APA Harish Chandra Maurya, & Anjali Mittal . (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.
Chicago 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 8, no. 6 (2022) : 248-254.
Oxford 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, 2022, p. 248-254. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/COMPARATIVE_ANALYSIS_AND_CLASSIFICATION_OF_LEUCODERMA_USING_SUPPORT_VECTOR_MACHINE_AND_K_NEAREST_NEIGHBOUR_ALGORITHM_ijariie18490.pdf (Accessed : 07 February 2024).
Harvard Harish Chandra Maurya, and Anjali Mittal . (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. 248-254IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/COMPARATIVE_ANALYSIS_AND_CLASSIFICATION_OF_LEUCODERMA_USING_SUPPORT_VECTOR_MACHINE_AND_K_NEAREST_NEIGHBOUR_ALGORITHM_ijariie18490.pdf (Accessed : 07 February 2024)
IEEE 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, Nov-Dec 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/COMPARATIVE_ANALYSIS_AND_CLASSIFICATION_OF_LEUCODERMA_USING_SUPPORT_VECTOR_MACHINE_AND_K_NEAREST_NEIGHBOUR_ALGORITHM_ijariie18490.pdf [Accessed : 07 February 2024].
Turabian 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 [Online]. volume 8 number 6 (07 February 2024).
Vancouver 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 [Internet]. 2022 [Cited : 07 February 2024]; 8(6) : 248-254. Available from: https://ijariie.com/AdminUploadPdf/COMPARATIVE_ANALYSIS_AND_CLASSIFICATION_OF_LEUCODERMA_USING_SUPPORT_VECTOR_MACHINE_AND_K_NEAREST_NEIGHBOUR_ALGORITHM_ijariie18490.pdf
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