TY  - JOUR
AU  - Varotto, Giulia
AU  - Susi, Gianluca
AU  - Tassi, Laura
AU  - Gozzo, Francesca
PY  - 2021
DO  - 10.3389/fninf.2021.715421
UR  - https://hdl.handle.net/20.500.14352/116635
T2  - Frontiers in Neuroinformatics
AB  - Aim: In neuroscience research, data are quite often characterized by an imbalanced distribution between the majority and minority classes, an issue that can limit or even worsen the prediction performance of machine learning methods. Different...
LA  - eng
M2  - 715421-1
PB  - Frontiers Media
KW  - imbalanced dataset classification
KW  - re-sampling techniques
KW  - oversampling and undersampling
KW  - ensemble methods
KW  - network analysis
KW  - epilepsy surgery
KW  - stereo-EEG
KW  - intracranial recordings
KW  - epileptogenic zone localization
TI  - Comparison of Resampling Techniques for Imbalanced Datasets in Machine Learning: Application to Epileptogenic Zone Localization From Interictal Intracranial EEG Recordings in Patients With Focal Epilepsy
TY  - journal article
VL  - 15
ER  -