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Although this combined normalization may have a slight impact on performance estimates as more test examples are added to the datasets, the performance should be shifted towards better generalizability to the test set.
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Remarkably, FABS-NC′ generalizes better than any other methods as more training and test examples become available.
For the classification of points using LSSHOT descriptor and a random forest classifier, the accuracy of results for the points of two major scaffolding elements reaches more than 70% in our test examples.
At more lenient thresholds (3 20% of test examples being called positive), PhyloP-SCORE outperforms the other three approaches.
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Koedinger et al. (2013) estimated the raw number of possible instructional choices to be on the order of an impossible 330, which includes decisions such as more worked examples vs. more tests, immediate vs. delayed feedback, and longer vs. shorter videos.
"The physicians can go back to practicing without constraints," he said, for example ordering more tests and procedures.
