Large tabular data & AutoAI

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Large tabular data & AutoAI 

Wed March 22, 2023 03:00 PM

written by: Lukasz Cmielowski, PhDThomas Parnell

In Cloud Pak for Data 4.6, Watson Studio AutoAI is introducing support for large tabular data. Data sets up to 100 GB are consumed using the combination of ensembling and incremental learning. Adoption of BatchedTreeEnsembleClassifier and BatchedTreeEnsembleRegressor from Snap Machine Learning allows for adding “partial_fit()” capabilities (training on batches) to classical algorithms:


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