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  • Homage to Lofti A. Zadeh

    At IPMU2018 a well-deserved homage will be paid to his scientific work.
    Cádiz, Spain, June 11th - 15th, 2018

  • ISAPEP'21

    5th I W on Intelligent Systems for Agriculture Production and Environment Protection
    Dubai, United Arab Emirates, June 21th - 22th, 2021

  • NIP
    NIP-Software tool to manage
    low quality datasets
    © Univ. Murcia 2012
    R.P.I. nº 8/2012/700

  • FCTA 2011
    Best Student Paper Award
    "Constructing Fuzzy Partitions from Imprecise Data"
    J.M. Cadenas, M.C. Garrido, R. Martinez

  • FCTA 2012
    Best Paper Award
    "Towards an Approach to Select Features from Low Quality Datasets"
    J.M. Cadenas, M.C. Garrido, R. Martinez

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
 Experimental studies and results (with low quality dataset)
 Experimental studies and results (miscellaneous)