Classification and Optimization of chemical Drugs.
Author(s):
Pradip A. Sarkate, A. V. Deorankar
Keywords:
chemical medicine classification, data mining, k-NN algorithm,Optimization,Gradient descent algorithm
Abstract
In data mining, classification is supervised learning method that can be used to design model which are describing important data classes. Classification in chemical drugs or medicine field is distinct from other field. There are large numbers of chemical and biomedical drug dataset which are necessary to classify the drugs. K-Nearest Neighbor is simple efficient method used to classify chemical drug dataset. Optimization technique is used to optimal solution, which are enhanced knowledge based classification.It will assign weigh value based on gradient descent algorithm which has better influenced of classification model.
