An automl algorithm which first fits a base round of pipelines with default parameters, then does a round of parameter tuning on each pipeline in order of performance.
Register results from evaluating a pipeline
Get the next batch of pipelines to evaluate
Returns the number of batches which have been recommended so far.
Returns the number of pipelines which have been recommended so far.