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Acute Myeloid Leukemia Risk Group Prediction from Gene Expression Data with Feed-Forward Neural Networks

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HeliJulia/AML-Risk-Group-Prediction

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Acute Myeloid Leukemia Risk Group Prediction from Gene Expression Data with Feed-Forward Neural Networks

This repository includes the following supplementary files.

config_set.txt

  • 100 randomly chosen network configurations
  • layers: number of hidden layers in the network
  • units: number of hidden units in each hidden layer
  • drop: rate for randomly removing nodes in each layer
  • lr: the learning rate
  • batch_size: number of training samples for each epoch

important_genes.txt

  • List of 109 genes selected with RFE

laml_data.zip

  • A zip file including the gene expression data (laml.csv)

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