1. A method for classifying a pathological state of tissue based on image data comprising the steps of: extracting a plurality of tissue parameters from image data of tissue to be classified; preprocessing each of said plurality of tissue parameters; and classifying said tissue using a classification algorithm and said preprocessed tissue parameters, wherein the classification algorithm utilizes a decision model trained using a machine learning algorithm based on mutual information between a plurality of preprocessed tissue parameters of training data.