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super-learner-classifier

The key of this classifier, a stacked ensembling technique, was inspired from van der Laan's paper on super leaner.

The super learner is implemented based on the base estimator of sci-kit learn platform, so that this classifier can be compatible with sci-kit learn's modules, like metrics and grid-search.

More details can be found in the jupyter notebook and the assignment instructions.

Fashion MNIST was used as the dataset.

Below is the super learner's structure. Super Learner's structure

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๐Ÿ‘š๐Ÿ‘•๐Ÿ‘–๐Ÿ‘”๐Ÿ‘ ๐Ÿ‘ž๐Ÿงข๐Ÿ‘’Classification model using Zalando's Fashion MNIST dataset.

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