Classification and Automated Interpretation of Spinal Posture Data Using a Pathology-Independent Classifier and Explainable Artificial Intelligence (XAI).
Carlo DindorfJürgen KonradiClaudia WolfBertram TaetzGabriele BleserJanine HuthwelkerFriederike WerthmannEva BartaguizJohanna KniepertPhilipp DreesUlrich BetzMichael FröhlichPublished in: Sensors (2021)
Keyphrases
- training data
- artificial intelligence
- data sets
- input data
- training samples
- feature selection
- data analysis
- feature space
- test data
- sufficient training data
- classification algorithm
- svm classifier
- automated classification
- supervised classification
- classification method
- support vector
- high dimensional data
- decision trees
- classification accuracy
- data mining techniques
- feature set
- missing values
- high dimensional
- training dataset
- classification process
- decision boundary
- classification trees
- supervised classifiers
- training set
- pattern recognition