Sparse-Coding-Based Autoencoder and Its Application for Cancer Survivability Prediction

Table 3

Average F1 scores as a function of the changing number of hidden nodes (i.e., ).

	20%	40%	60%	80%
Train	78.1%	81.2%	82.5%	83.1%
Test	75.8%	80.0%	79.9%	79.7%
Time (seconds)	85.3	89.2	93.5	100.1