Explaining machine learning models for age classification in human gait analysis.
Djordje SlijepcevicFabian HorstMarvin SimakSebastian LapuschkinAnna-Maria RabergerWojciech SamekChristian BreitenederWolfgang Immanuel SchöllhornMatthias ZeppelzauerBrian HorsakPublished in: CoRR (2022)
Keyphrases
- gait analysis
- machine learning models
- machine learning approaches
- spam filtering
- machine learning algorithms
- human gait
- motion analysis
- classification accuracy
- person identification
- machine learning
- decision trees
- image classification
- human motion
- gait recognition
- feature extraction
- training set
- human identification
- text classification
- support vector machine
- classification algorithm
- machine learning methods
- human computer interaction
- motion tracking
- markerless
- pattern classification
- unsupervised learning
- supervised learning
- feature vectors
- support vector
- training data
- feature selection
- computer vision