Comparative Survey Of Different Classification Techniques In Data Mining
Keywords:Bayesian, classification technique, fuzzy logic, ID3, k-nearest neighbour, Decision Tree induction
Classification is a data mining (machine learning) technique used to predict group membership for data
instances. Classification is used to find out in which group each data instance is related within a given dataset. It is
used for classifying data into different classes according to some constrains. Several major kinds of classification
algorithms / techniques including decision tree induction, Bayesian networks, k-nearest neighbor classifier, casebased reasoning, genetic algorithm, C4.5, ID3 and fuzzy logic techniques. The goal of this survey is to provide a
comprehensive review of different classification techniques in data mining.