We generated a D-optimal design matrix [44] to group the samples in blocks of three, and assign a label to each sample (Fig 1).
Membrane segments of interest were drawn in the overlay and assigned a type label.
After the statistical treatments as described above, a board-certified pathologist manually edited the clustered DO terms, resolved the computational artefacts and assigned a class label for each DOLite term.
Many real-world pattern recognition problems can be modeled using multiple-instance learning (MIL), where instances are grouped into bags, and each bag is assigned a label.
This process continues until all reactions and metabolite pools are assigned a label.
Table 1 shows the percentage of PhymmBL input set reads correctly labeled for select ranks and reads that were incorrectly labeled or failed to be assigned a label.
Each node of the graph is assigned a label (active or non active).
Each node has assigned a label belonging to the group.
The feature vector is assigned a label that has highest probability for it.
Profiles are assigned a label to substantiate these differences.
