Extracting Surrogate Decision Trees from Black-Box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft Survival.
Jaber RadKarthik K. TennankoreAmanda VinsonSyed Sibte Raza AbidiPublished in: AIME (2022)
Keyphrases
- black box
- decision trees
- classification models
- black boxes
- machine learning algorithms
- white box
- machine learning
- feature extraction
- feature selection
- temporal sequences
- test cases
- feature set
- hybrid systems
- feature construction
- rule extraction
- database
- feature space
- training data
- artificial intelligence
- neural network
- data sets