ConfusionLens: Dynamic and Interactive Visualization for Performance Analysis of Multiclass Image Classifiers.
Keito UwasekiKazuyuki FujitaKazuki TakashimaYoshifumi KitamuraPublished in: UIST (Adjunct Volume) (2022)
Keyphrases
- multi class
- interactive visualization
- multiclass classification
- error correcting output codes
- binary classifiers
- multi class classifier
- binary classification
- multiple classes
- image retrieval
- support vector
- multinomial logistic regression
- boosting algorithms
- cost sensitive
- feature selection
- single class
- data visualization
- multiclass problems
- binary classification problems
- information visualization
- image classification
- perceptron algorithm
- multi class problems
- pairwise
- multiclass support vector machines
- binary classification tasks
- feature values
- multi class classification
- machine learning algorithms
- feature set
- support vector machine
- data analysis
- training data