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Table 1 This table counts the number of features in the data before and after processing

From: Deep in the Bowel: Highly Interpretable Neural Encoder-Decoder Networks Predict Gut Metabolites from Gut Microbiome

  Raw Complete Summarized
Metabolites 8848 clusters 1692 clusters 143 classes
Bacteria 201 species 191 species 51 genera
  1. Removal of features with mostly zeros reduced the number of metabolite clusters from 8848 to 1692, and the number of bacteria species from 201 to 191. Summarization further reduced the dimensionality to 143 classes and 51 genera