Table 2 Exponential decay learning rate parameters for all datasets
From: RN-Autoencoder: Reduced Noise Autoencoder for classifying imbalanced cancer genomic data
Dataset | Initial Learning Rate | Decay steps | Decay Rate |
|---|---|---|---|
Colon | 1 \({{\varvec{e}}}^{-4}\) | 10,000 | 0.9 |
Leukemia | 1 \({{\varvec{e}}}^{-4}\) | 10,000 | 0.9 |
DLBCL | 1.1 \({{\varvec{e}}}^{-4}\) | 10,000 | 0.75 |
Lung (Michigan) | 1 \({{\varvec{e}}}^{-4}\) | 10,000 | 0.9 |
WDBC | 1.1 \({{\varvec{e}}}^{-4}\) | 10,000 | 0.95 |