the field according this question is exploration data analysis

Q4: As you know, performance of the classification methods very much de- pend on the data. A data set - 100 data points - each consists of response (Y - classes 0 /1) and 10 features are available for you and you have to identify the best classification method to predict the classes of new data (20 data points) where you do not know the classes. Explain systematically, how you approach this problem (with your justifications). [10 marks]