Feature mining for prediction of degree of liver fibrosis.
Benjamin W Mayer, Huzefa S. Rangwala, Rohit Gupta, Jaideep Srivastava, George Karypis, Vipin Kumar, Piet C. de Groen · PubMed · 2005
L A B E L S 19 5 10 30 0 f4 12 7 8 36 0 f3 4 6 20 70 0 f2 4 3 15 165 0 f1 0 0 0 12 0 f0 f4 f3 f2 f1 f0 For such a medical problem it would be ideal to get the predictions as close to the diagonal. There is a mixing of classes as shown by the red marked region. (Note: There is a mixing in classes especially in stage 1 and stage 2 in fibro test shown below) FibroTest ® Note extensive overlap between stages when 5 specific markers are used. 3 of 5 markers are not commonly used tests