Sentence examples for the classification mode from inspiring English sources

Results show that (a) decisions made in the screening mode tend to induce over-confidence; (b) the discrimination mode leads to fast learning and high correspondence between performance and confidence; and (c) the detailed feedback provided in the classification mode results in slow and steady improvement of the correspondence between confidence and performance.

Hence, it is safe to recommend using the classification mode with the respective class probability estimate.

In case of RF the classification mode has a slight edge while for NNs and SVMs the regression mode wins.

For RFs, Random Jungle was utilized in the classification mode, again using default parameters but without pruning.

We utilize a one-vs-all classification mode to get the raw probability for each category.

The largest difference between the two alternative classification modes is associated with the largest families.

In this review, the classification and mode of action of xylanase including genetic regulation and strategy for robust xylanase production have been critically discussed from recent reports.

In classification mode, log loss function is always the best objective function while AdaBoost will choose exponential loss.

With RF in regression and classification mode a similar argument applies since the output of both simply depends on the fraction of major class compounds in the terminal leaf in the considered case.

The data are grouped by classification technique where regression and classification mode for a particular technique were grouped together (e.g. classification and regression RF).

The raw probability for each category is predicted via a one-vs-all classification mode.