Machine Learning Workflow to Explain Black-Box Models for Early Alzheimer's Disease Classification Evaluated for Multiple Datasets.
Louise BlochChristoph M. FriedrichPublished in: SN Comput. Sci. (2022)
Keyphrases
- black box
- machine learning
- machine learning methods
- machine learning algorithms
- model selection
- machine learning approaches
- pattern recognition
- classification models
- text classification
- benchmark datasets
- decision trees
- black boxes
- uci machine learning repository
- supervised machine learning
- hybrid systems
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- classification accuracy
- feature extraction
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- supervised learning
- support vector machine
- training set
- rule extraction
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- data sets
- integration testing
- regression problems
- statistical methods
- neural network