• SMOTE

  • Referenced in 152 articles [sw34239]
  • SMOTE: Synthetic Minority Over-sampling Technique. An approach to the construction of classifiers from imbalanced...
  • SMOTEBoost

  • Referenced in 34 articles [sw12571]
  • class labels. It uses a combination of SMOTE and the standard boosting procedure AdaBoost ... broader representation of those instances (achieved by SMOTE). Since boosting algorithms give equal weight ... increase the sampling weights of minority class, SMOTE is introduced at each round of boosting ... Introduction of SMOTE increases the number of minority class samples for the learner and focus...
  • smotefamily

  • Referenced in 3 articles [sw22355]
  • Techniques for Class Imbalance Problem Based on SMOTE. A collection of various oversampling techniques developed ... from SMOTE is provided. SMOTE is a oversampling technique which synthesizes a new minority instance...
  • UCI-ml

  • Referenced in 3397 articles [sw04074]
  • UC Irvine Machine Learning Repository. We currently maintain...
  • psych

  • Referenced in 44 articles [sw04549]
  • R package psych: Procedures for Psychological, Psychometric, and...
  • JStatCom

  • Referenced in 104 articles [sw04873]
  • JStatCom is a software framework that makes it...
  • KEEL

  • Referenced in 153 articles [sw06791]
  • KEEL: a software tool to assess evolutionary algorithms...
  • Scikit

  • Referenced in 603 articles [sw08058]
  • Scikit-learn: machine learning in python. Scikit-learn...
  • C4.5

  • Referenced in 1162 articles [sw12176]
  • C4.5: programs for machine learning. (C4.5 has been...
  • Python

  • Referenced in 2049 articles [sw14460]
  • Python is a widely used high-level, general...
  • hyperSMURF

  • Referenced in 0 articles [sw16396]
  • R package hyperSMURF. Machine learning supervised method to...
  • CIFAR

  • Referenced in 167 articles [sw17861]
  • The CIFAR-10 and CIFAR-100 are labeled...
  • XGBoost

  • Referenced in 125 articles [sw21035]
  • XGBoost is an optimized distributed gradient boosting library...
  • iLoc-Gpos

  • Referenced in 18 articles [sw22418]
  • iLoc-Gpos: a multi-layer classifier for predicting...