datasets

Datasets processing.

Methods

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 Microsoft Learning to Rank Dataset.

msrank_10k

Load a smaller version of the Microsoft Learning to Rank Dataset. This dataset is a shrunk version of the msrank dataset.

rotten_tomatoes

Load the preprocessed Rotten Tomatoes dataset. This version can be used as a simple matrix-like pool.

titanic

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