The table shows the evaluated features sorted by their decreasing value for tissue classification (F-score). For each feature it is given whether it is of morphological (M), intensity (I), and topolog
Feature selection is a crucial preprocessing step in the fields of machine learning, data mining and pattern recognition. In medical data analysis, the large number and complexity of features are ofte
The AUC of the precision and recall curve is shown (AUC with feature selection) for training and testing with the most important ROIs and with all ROIs (AUC without feature selection).