Introducing the Rank-Biased Overlap as Similarity Measure for Feature Importance in Explainable Machine Learning: A Case Study on Parkinson's Disease.
Alessia SaricaAndrea QuattroneAldo QuattronePublished in: BI (2022)
Keyphrases
- feature importance
- machine learning
- similarity measure
- random forest
- feature selection
- data mining
- semi supervised
- mutual information
- case study
- information extraction
- relevance feedback
- machine learning algorithms
- decision trees
- support vector machine
- natural language processing
- machine learning methods
- clustering method
- semi supervised learning
- reinforcement learning
- computer vision
- text mining
- genetic algorithm
- supervised learning
- ranked list
- similarity scores
- similarity computation