datasets

Datasets processing.

Methods

Method Description
adult

Load the UCI Adult Data Set.

amazon

Load the dataset from Kaggle Amazon Employee Access Challenge.

epsilon

Load the Epsilon dataset.

higgs

Load the HIGGS Data Set.

monotonic1

Load the Yandex dataset with monotonic constraints. This dataset contains categorical features.

monotonic2

Load the Yandex dataset with monotonic constraints. This dataset does not contain categorical features.

msrank

Load the Yandex dataset for ranking tasks.

msrank_10k

Load a smaller version of the Yandex dataset for ranking tasks. This dataset is a shrunk version of the msrank dataset.

titanic

Load the dataset from Kaggle Titanic: Machine Learning from Disaster.

Method Description
adult

Load the UCI Adult Data Set.

amazon

Load the dataset from Kaggle Amazon Employee Access Challenge.

epsilon

Load the Epsilon dataset.

higgs

Load the HIGGS Data Set.

monotonic1

Load the Yandex dataset with monotonic constraints. This dataset contains categorical features.

monotonic2

Load the Yandex dataset with monotonic constraints. This dataset does not contain categorical features.

msrank

Load the Yandex dataset for ranking tasks.

msrank_10k

Load a smaller version of the Yandex dataset for ranking tasks. This dataset is a shrunk version of the msrank dataset.

titanic

Load the dataset from Kaggle Titanic: Machine Learning from Disaster.