Explaining Multiclass Classifiers with Categorical Values: A Case Study in Radiography.
Luca FranceschiCemre ZorMuhammad Bilal ZafarGianluca DetommasoCédric ArchambeauTamas MadlMichele DoniniMatthias W. SeegerPublished in: TML4H (2023)
Keyphrases
- multi class
- multiclass classification
- binary classifiers
- error correcting output codes
- multinomial logistic regression
- binary classification problems
- multiclass problems
- binary classification tasks
- feature selection
- multi class problems
- boosting algorithms
- multi class classification
- support vector machine
- binary classification
- multiclass svm
- pairwise
- multiple classes
- decision trees
- cost sensitive
- support vector
- svm classifier
- multi label classification
- categorical data
- perceptron algorithm
- multi task
- data sets
- roc curve
- exploratory analysis
- base classifiers
- machine learning algorithms
- semi supervised learning
- dimensionality reduction
- machine learning