Exact(2)
The related object label l of this distance is identified as the final label of s, thus the object label of s is determined.
This frames an optimization problem between two conditions: (i) that the function of neighboring nodes be similar (smoothness condition), and (ii) that the final label of a node be consistent with its initial label if its function was known (initial condition).
Similar(58)
Fig. 8 Comparison of raw labeling and final labeling of our method.
Best viewed in color Table 1 Performance comparison of scene-level labeling on Polo Method Total accuracy Average accuracy Shotton [4] 83.9 77.1 Ours 85.3 81.7 Table 2 Performance comparison of scene-level labeling on TUD Method Total accuracy Average accuracy Shotton [4] 95.1 91.9 Ours 95.5 92.8. Figure 8 shows the raw labeling and the final labeling of our method.
The final labels of the testing data are computed using a majority voting scheme.
The final labeling of the nodes indicates association with the case or control group.
The solution results in a final labeling of all nodes in the graph, including the feature nodes, which balances the diffusion of the labels with consistency with the original labeling.
In order to accommodate the high sensitivity of the IRMS, samples were diluted to a final labeling of about 1 atom% N by adding a standard (acetanilide; alice-1) to the sample.
The nominal group was also asked to agree on a final label for each of the 11 components.
We treat as an ensemble of models for this task and aggregate the output labels from all models to get the final labels on the test data.
Based on these results an SPIO dose of 10 µg/correspondingnding to a final labeling concentration of 50 µg/ml SPIO, was considered optimal and used in all further experiments.
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