An Active Learning Approach with Uncertainty, Representativeness, and Diversity

Table 1

Dataset properties and the corresponding sizes used.

Dataset	Classes	Features	Initial set size	Unlabeled set size	Test set size
USPS	10	256	30	5000	2000
Letters	26	16	30	5000	3000
Pendigits	10	16	30	7000	3498