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Abstract
Brain tumour is one of the main concerns in the medical applications. It can be noticed that the most of the cancers are related to the brains and are very serious concerns in the medical applications. So a lot of work is done using segmentations of the cancerous regions but very less work is done for the classification of the cancers that the patient is having cancer or not. So this paper put light on the automatic classification of the brain tumour in the medical applications which is taken place in the MATLAB environment. The proposed approach is able to achieve satisfactory results in terms of high accuracy rate, high peak signal to noise ratio and low error rates which is the desired output for the high efficiency of the system.