DTOR: Decision Tree Outlier Regressor to explain anomalies.
Riccardo CrupiDaniele RegoliAlessandro Damiano SabatinoImmacolata MaranoMassimiliano BrinisLuca AlbertazziAndrea CirilloAndrea Claudio CosentiniPublished in: CoRR (2024)
Keyphrases
- decision rules
- decision trees
- outlier detection
- anomaly detection
- random forest
- predictive accuracy
- decision tree algorithm
- machine learning algorithms
- naive bayes
- tree construction
- decision tree induction
- machine learning
- database
- face alignment
- classification trees
- novelty detection
- information gain
- classification models
- training set
- regression model
- detecting anomalies
- decision tree learning
- decision tree classifiers
- decision tree construction
- root cause
- induction algorithms
- logistic regression
- data sets
- real time