Machine Learning Approaches for Exercise Exertion Level Classification Using Data from Wearable Physiologic Monitors.
Aref SmileyTe-Yi TsaiIhor HavrylchukAileen GabrielElena ZakashanskyTaulant XhakliJinyan LyuWanting CuiIrena ParvanovaJoseph FinkelsteinPublished in: MedInfo (2023)
Keyphrases
- machine learning approaches
- data sets
- data collection
- database
- machine learning
- machine learning methods
- data analysis
- classification accuracy
- data mining techniques
- data mining algorithms
- machine learning algorithms
- training samples
- input data
- knowledge discovery
- decision trees
- data mining methods
- raw data
- pattern recognition
- preprocessing
- feature space
- data sources
- text classification
- support vector machine svm
- data streams
- sensor data
- training data
- classification rules
- feature selection
- supervised learning
- data points