data.csv

This file contains the dataset of statistical parameters of control and inflammated macrophages and trophoblasts. We have extracted number of parameters such as maximum phase, optical thickness (OT), area of the cell, mean, variance, entropy, kurtosis and skewness. These parameters are derived from the quantitative phase maps of the specimen. We have extracted information from 201 cells of each class and used this data as input of support vector machine based classifier for the classification of control and inflammation stages of the cells. Data_1 file is corresponding to macrophages and data_2 is corresponding to trophoblasts. Their class is also defined in the last column of the dataset i.e. 0 for control and 1 for inflammated one.