Two4Two: Evaluating Interpretable Machine Learning - A Synthetic Dataset For Controlled Experiments.
Martin SchuesslerPhilipp WeißLeon SixtPublished in: CoRR (2021)
Keyphrases
- synthetic datasets
- machine learning
- real life
- real dataset
- experimental study
- synthetic data
- pattern recognition
- decision trees
- machine learning algorithms
- real world
- computer science
- feature selection
- learning algorithm
- learning tasks
- learning systems
- information extraction
- inductive learning
- model selection
- application of machine learning methods
- classification rules
- inductive logic programming
- knowledge acquisition
- database
- explanation based learning
- machine learning and data mining
- neural network
- computational biology
- machine learning approaches
- computer controlled
- text mining
- statistical learning
- natural language processing
- supervised learning
- support vector machine
- active learning
- reinforcement learning
- computer vision
- databases
- real time