Deep Similarity Learning Loss Functions in Data Transformation for Class Imbalance.

Damian Horna Mateusz Lango Jerzy Stefanowski

Published in: LIDTA (2023)

Keyphrases

loss function
class imbalance
data transformation
learning models
learning algorithm
pairwise
learning process
active learning
learning tasks
multi class
similarity measure
feature extraction
supervised learning
test set
support vector
high dimensionality
cost sensitive
class distribution
machine learning