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The data sets used for selecting the default values of w, r, and cγ.
| Name | # of data instances in the training set |
# of data instances in the validation set |
data instance size |
# of classes |
|---|---|---|---|---|
| Subset of ILSVRC2012 | 44,570 | 1,750 | image size: 32×32 | 35 |
| Large Movie Review Dataset | 23,000 | 2,000 | sequence length: 10-2,470 (234 on average) | 2 |
| Subset of THUCNews | 50,000 | 5,000 | sequence length: 8-26,849 (903 on average) | 10 |
