Posts tagged ensembles
How Does Auger.AI Provide Such Fast And Accurate AutoML?

In our last post, we pointed out that Auger outperforms the new Microsoft AutoML and other AutoML tools such as H2O and TPOT. Specifically, we took the OpenML datasets that Microsoft used to compare their AutoML with other tools, time limited to one hour and compared Auger’s predictive models (algorithms plus hyperparameters). The big question we have received on this is “how is this possible to have such dramatically higher accuracy?”.

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Ensembles in Auger

Among the many advanced automated machine learning techniques which Auger offers, one is to provide better predictive results is ensemble generation. Ensemble generation is a powerful technique which aims to increase the predictive performance for a given machine learning task by combining several predictive models.

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