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Sara Del Río García's Projects

chi-frbcs-bigdatacs icon chi-frbcs-bigdatacs

Chi-FRBCS-BigDataCS: MapReduce implementation of the basic Chi et al.’s algorithm for imbalanced big data

cursocienciadatosr icon cursocienciadatosr

Material de las sesiones de Hadoop del curso Ciencia de datos del Centro Mediterráneo (UGR)

hadoop-imbalanced-preprocessing icon hadoop-imbalanced-preprocessing

MapReduce implementations of random oversampling, random undersampling and ‘‘Synthetic Minority Oversampling TEchnique’’ (SMOTE) algorithms using Hadoop

imb-sampling-ros_and_rus icon imb-sampling-ros_and_rus

Spark implementations of two data sampling methods (random oversampling and random undersampling) for imbalanced classification datasets

rf-bigdatacs icon rf-bigdatacs

RF-BigDataCS: A cost-sensitive approach for Random Forest MapReduce algorithm to deal with Imbalanced Big Data.

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