ScatterUQ: Interactive Uncertainty Visualizations for Multiclass Deep Learning Problems.
Harry X. LiSteven JorgensenJohn T. HolodnakAllan B. WollaberPublished in: IEEE VIS (Short Papers) (2023)
Keyphrases
- learning problems
- multi class
- binary classification
- multiclass learning
- error correcting output codes
- multiclass classification
- learning tasks
- machine learning algorithms
- supervised learning
- multiclass problems
- kernel methods
- multi task
- learning algorithm
- support vector machine
- semi supervised learning
- machine learning
- multi class classification
- pairwise
- binary classifiers
- learning models
- reinforcement learning
- sample complexity
- statistical learning theory
- multiple kernel learning
- cost sensitive
- multi task learning
- binary classification problems
- base classifiers
- decision trees
- multi label
- pac learning
- text categorization
- unlabeled data
- unsupervised learning
- perceptron algorithm
- multitask learning
- markov random field
- semi supervised
- active learning