ScatterUQ: Interactive Uncertainty Visualizations for Multiclass Deep Learning Problems.
Harry LiSteven JorgensenJohn T. HolodnakAllan B. WollaberPublished in: CoRR (2023)
Keyphrases
- learning problems
- multi class
- binary classification
- error correcting output codes
- multiclass learning
- multiclass classification
- machine learning algorithms
- learning tasks
- learning algorithm
- supervised learning
- kernel methods
- multi task
- multiclass problems
- semi supervised learning
- machine learning
- support vector machine
- multi class classification
- reinforcement learning
- pairwise
- statistical learning theory
- pac learning
- multi task learning
- feature selection
- binary classifiers
- perceptron algorithm
- sample complexity
- reproducing kernel hilbert space
- cost sensitive
- binary classification problems
- multiple kernel learning
- decision trees
- inductive inference
- transfer learning
- model selection
- collaborative filtering
- semi supervised
- recommender systems