Figure 3
Balanced accuracy in determining the cell type (Test1) and metric (Test2) of different classifiers applied to different descriptors of PDF profiles, i.e. whole PDF profile, wavelet coefficients and recurrence quantitative analysis (RQA) descriptors. The balanced accuracy of a dummy classifier (DUM) is shown for comparison. PDF profiles calculated from a fraction of structural models contained in the COD have been used (training PDF profiles). |