Figure 5.
Results of ablation studies on the BreakHis dataset for MSI-MFNet and DNet with maximum voting criteria. Using the four different types of evaluation metrics, and we select a different combination of MSI fusion (i.e., 1×, 0.5×, 0.33×, and 0.25×) and a way of passing input data to MSI-MFNet, such as quadruplets, triplets, duplets, and individual raw features. For example: a× or ab× represents that we used only 1× or 1× and 0.5×, respectively.