Explainable outlier detection through decision tree conditioning.
David CortesPublished in: CoRR (2020)
Keyphrases
- outlier detection
- decision trees
- detecting outliers
- fraud detection
- knowledge discovery
- detection algorithm
- data streams
- naive bayes
- density estimation
- machine learning algorithms
- data mining
- machine learning
- detect outliers
- high dimensional datasets
- density ratio estimation
- training data
- training set
- database
- databases
- spatial outliers
- outlier mining
- distance based outlier detection
- change point detection
- density based clustering
- social network analysis
- text classification