A Novel Parameter Initialization Technique Using RBM-NN for Human Action Recognition

Table 1

Comparison of test error rates of the initialization method.

Dataset	Test error rates
	Xavier parameter initialization method (%)	Proposed parameter initialization method (%)
MS-COCO	10.25 ± 0.02	8.15 ± 0.09
CIFAR-100	19.38 ± 0.19	17.51 ± 0.22
ImageNet	23.19 ± 0.12	21.25 ± 0.17