"Why Should I Trust You?": Explaining the Predictions of Any Classifier.
Marco Túlio RibeiroSameer SinghCarlos GuestrinPublished in: HLT-NAACL Demos (2016)
Keyphrases
- trust model
- classifier systems
- training data
- feature space
- classification process
- support vector
- linear classifiers
- classification method
- training set
- classification algorithm
- confidence estimates
- bayesian classifier
- feature set
- training examples
- classification rate
- machine learning
- classification scheme
- support vector machine
- feature selection
- privacy concerns
- learning algorithm
- k nearest neighbour
- genetic algorithm
- nearest neighbor classifier
- classifier combination