DataSets and Results repository

This page aims at providing to the machine learning researchers a set of benchmarks to analyze the behavior of the learning methods. Concretely, it is possible to find a set of low quality data benchmarks in various formats.

From these pages, any researcher can download any dataset exposed. Apart from the dataset, some extra contents are provided (dataset already partitioned in several formats, dataset descriptions ...). Moreover, for each category we show some relevant research papers and their results. In particular, yoy can find some papers in which these datasets have been employed. Any researcher can obtain, from each one, the complete set of data employed to perform the experimental study and the results achieved.

Data sets With imperfect values

Experimental studies and results (with low quality dataset) Classification and Regression

Experimental studies and results -- Datasets (miscellaneous) Classification and Regression