setDefaultResNet — setDefaultResNet • DeepPatientLevelPrediction

Creates settings for a default ResNet model

setDefaultResNet(
  estimatorSettings = setEstimator(learningRate = "auto", weightDecay = 1e-06, device =
    "cpu", batchSize = 1024, epochs = 50, seed = NULL)
)

Arguments

estimatorSettings: created with ```setEstimator```

Details

Model architecture from by https://arxiv.org/abs/2106.11959 . Hyperparameters chosen by a experience on a few prediction problems.