Volume 24 - Issue 2
LUNG CANCER CLASSIFICATION USING KNN CLASSIFIER
Bana Vishnu Vardhan Reddy, R. Puviarasi
Abstract
Lung cancer is a cancer of the lungs that starts. Two spongy organs in your chest are your lungs,
which you ingest inhaling oxygen and releasing carbon dioxide as you exhaust. In the early stages of lung cancer,
it does not usually cause signs or symptoms. Lung cancer symptoms and signs typically arise as the disease
progresses. The early diagnosis is required for lung cancer classification. In this study, the automatic classification
of lung cancer classification system is discussed. Initially, the input images are given to energy featurefor feature
extraction and K-Nearest Neighbor (KNN) classifier is used for classification. The performance of proposed system
produces the classification accuracy of 91%using KNN classifier.
Paper Details
Volume: Volume 24
Issues: Issue 2
Keywords: Lung cancer classification, Energy feature extraction, KNN classifier
Year: 2020
Month: February
Pages: 5684-5686