SIDISH.SIDISH.SIDISH.init_Phase2

SIDISH.init_Phase2(epochs, hidden, lr, dropout, test_size, batch_size_bulk)[source]

Initializes Phase 2: training a Deep Cox model for survival analysis using bulk RNA-seq data.

Parameters:

  • epochs (int) – Number of training epochs for Deep Cox model.

  • hidden (int) – Number of neurons in the hidden layer.

  • lr (float) – Learning rate for Deep Cox model.

  • dropout (float) – Dropout rate for training.

  • test_size (float) – Proportion of dataset allocated to the test split.

  • batch_size_bulk (int) – Number of samples per batch for bulk data.

Return type:

None

Returns:

None