autosklearn-zeroconf is a fully automated binary classifier. It is based on the AutoML challenge winner auto-sklearn. Give it a dataset with known outcomes (labels) and it returns a list of predicted outcomes for your new data. It even estimates the precision for you! The engine is tuning massively parallel ensemble of machine learning pipelines for best precision/recall.
BSD 3-Clause "New" or "Revised" License
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auto-sklearn 0.2.0 api changes SimpleClassificationPipeline has no pre_transform method #6
possible candidate for replacement fit_transformer()