We don't need to actually make an ensemble in the online active learning until we're certain we're going to need. For example, if the first point is the same as the training data, we should just use the data and make/update the ensemble as points are added.
We don't need to actually make an ensemble in the online active learning until we're certain we're going to need. For example, if the first point is the same as the training data, we should just use the data and make/update the ensemble as points are added.
https://github.com/ulissigroup/al_mlp/blob/buildfix/al_mlp/online_learner.py#L79