Prediction of mental effort derived from an automated vocal biomarker using machine learning in a large-scale remote sample.
Nick TaptiklisMerina SuJennifer H. BarnettCaroline SkirrowJasmin KrollFrancesca CormackPublished in: Frontiers Artif. Intell. (2023)
Keyphrases
- machine learning
- prediction accuracy
- semi automated
- pattern recognition
- fully automated
- information extraction
- mental states
- machine learning methods
- small scale
- feature selection
- machine learning algorithms
- prediction model
- text classification
- natural language processing
- text mining
- prediction error
- model selection
- machine learning approaches
- active learning
- real life
- emotion recognition
- predictive modeling
- decision trees
- real world
- outcome prediction
- knowledge acquisition
- speech signal
- explanation based learning
- computer aided
- learning systems
- data sets
- support vector machine
- knowledge discovery
- knowledge representation
- artificial neural networks
- natural language
- reinforcement learning
- neural network