. 2019 Apr 7;11(4):494. doi: 10.3390/cancers11040494

Table 1.

The size and organization of deep features obtained from the models. The size and structure of the deep features extracted from gene expression data and copy number alteration data by the two denoising autoencoders (DAs) models.

Model	Data Source	Deep Features (Noise Factors = 0.25)
One-input DAs	Gene expressions	Activity values	1085 × 100
	Gene expressions	weights	16,197 × 100
	Copy number alterations	Activity values	1085 × 100
	Copy number alterations	weights	16,197 × 100
Two-input DAs	Gene expressions Copy number alterations	Activity values	1085 × 100
Two-input DAs	Gene expressions Copy number alterations	weights	16,197 × 100