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By varying ζ (sensitivity levels), we investigated the classification potentials of different feature combinations through fROC (free-response operator characteristics) analysis.
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High classification accuracies support methodology for the selection of the working subset of the CP parameters and their classification potential.
We investigate the sea ice type and open water classification potential of CP parameters for future RCM image modes.
A candidate pattern is selected for creating a new unit only if it produces a significant quadratic error while presenting a significant classification potential from its neighborhood properties.
Indeed most of the selected markers provide little classification value for cancer status when considered alone as individual markers (Figure 2; [24]) with only CA-125 and C-reactive protein having appreciable classification potential.
In the absence of another "gold standard" metric, the finding of tissue specific genes over expressed in previously unclassified tumors in accordance to their predicted subtype, serves as confirmation of the classification potential of our predictor.
Using an averaged rank list, gene sets were stepwise expanded and systematically tested for classification potential.
A metabolic pathway with considerable classification potential was found to be the methionine-/polyamine cycle.
As the ultimate gain of the improved performance of the PCS 4000 instrument would be detection of more and better biomarker candidates, we also assessed the classification potential of the data sets generated by both machines.
Under this classification, potential victims include not only those directly injured (physically and psychologically) and those bereaved, but others who may be involved either as witnesses or responders, both in the short or longer term.
However, we have shown here that the adjunction of ANA and RF, as proposed in the ACR criteria, did not modify the classification potential of anti-SSA/SSB alone.
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