Imbalance-aware Presence-only Loss Function for Species Distribution Modeling.
Robin ZbindenNina Van TielMarc RußwurmDevis TuiaPublished in: CoRR (2024)
Keyphrases
- kernel function
- loss function
- support vector
- reproducing kernel hilbert space
- support vector machine
- learning to rank
- pairwise
- feature space
- logistic regression
- regularization term
- empirical risk
- convex loss functions
- risk minimization
- boosting framework
- maximum entropy
- stochastic gradient descent
- class imbalance
- bayes rule