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Table 1 Reconstruction error of models with different architectures

From: Learning a hierarchical representation of the yeast transcriptomic machinery using an autoencoder model

Reconstruction error Architecture 1 (100:100:50:25) Architecture 2 (150:100:50:25) Architecture 3 (214:100:50:25) Architecture 4 (428:100:50:25)
Autoencoder training 150.20 150.23 148.94 150.81
Autoencoder test 188.57 189.12 190.76 189.63
Sparse autoencoder training (0.1) 170.19 170.07 170.41 171.94
Sparse autoencoder test (0.1) 206.58 208.40 203.99 203.27