| Field | Expected Datatype | Descriptions |
|---|---|---|
input-path |
str |
The path to the Dataset |
output-path |
str |
Location to flush all outputs |
negative-dir |
list[str] |
Directory Location to Control Data |
positive-dir |
list[str] |
Directory Location to Cancer Patients |
epoch |
int |
Amount of Epochs to train the model |
lr |
float or list[float] |
Learning Rate, or a List of Learning Rates |
change-lr-at |
float or list[float] |
Epochs to change Learning Rate at. This should be the same datatype as "lr" |
train-split |
float |
The proportion of data to be served as the training data |
bag-accummulate-loss |
int |
The amount of patients to incur a step down the gradient |
l2-penalty |
float |
Amount of Weight Decay |