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Table 2 BIC scores of different models

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

  Arch 1 (100,100,50,25) Arch 2 (214, 100, 50, 25)
Autoencoder 3.25e + 006 = 1.99e + 006 + 1.26e + 006; 4.41e + 006 = 1.71e + 006 + 2.70e + 006;
Sparse autoencoder 2.06e + 006 = 1.93e + 006 + 1.26e + 005; 1.96e + 006 = 1.69e + 006 + 2.70e + 005;
  1. The cells show the BIC score (bold) and the individual terms of the BIC (see Methods). The numbers in the parentheses associated with each architecture (Arch) indicate the number of hidden nodes in 1st – 4th hidden layers