"Why Should I Trust You?": Explaining the Predictions of Any Classifier.
Marco Túlio RibeiroSameer SinghCarlos GuestrinPublished in: KDD (2016)
Keyphrases
- training data
- feature space
- trust model
- confidence estimates
- classifier systems
- classification process
- classification method
- decision trees
- nearest neighbor classifier
- class labels
- genetic algorithm
- trust evaluation
- probability estimates
- linear classifiers
- classification rate
- svm classifier
- training examples
- support vector machine
- feature selection
- training process
- bayesian classifier
- nearest neighbor
- k nearest neighbour
- support vector
- multiple classifier systems
- trust management
- trust propagation
- conformal prediction
- neural network
- weighted majority voting