Parameters
Query Strategy
See the current available strategies here.
Ratio test
Portion of the dataset to be used to evaluate the performance of the dataset.
Value to choose between 0 and 1.
Size seed
Number of samples to start the training with.
Value to choose between 1 and the number of samples in your dataset minus the portion of the dataset used for testing purposes.
Stop criterion
The stop criterion is the criterion when the active learning loop will stop.
Budget-based
The loop will stop once a specific number of samples have been labeled.
Performance-based
The loop will stop once a minimal accuracy has been reached by the model.