Open AccessCombination of PCA with SMOTE Oversampling for Classification of High-Dimensional Imbalanced Data
Author(s) -
Guhdar A. A. Mulla,
Yıldırım Demir,
Masoud Muhammed Hassan
Publication year - 2021
Publication title -
bitlis eren üniversitesi fen bilimleri dergisi/bitlis eren üniversitesi fen bilimleri dergisi
Language(s) - English
Resource type - Journals
eISSN - 2147-3188
pISSN - 2147-3129
DOI - 10.17798/bitlisfen.939733
Subject(s) - oversampling , principal component analysis , computer science , data mining , decision tree , artificial intelligence , pattern recognition (psychology) , k nearest neighbors algorithm , classifier (uml) , dimensionality reduction , random subspace method , statistical classification , machine learning , bandwidth (computing) , computer network