Impact of Altering Data Granularity Levels on Predictive Modelling: A Case Study of Fall Risk Prediction in Older Persons.
Noman DormoshAmeen Abu-HannaNathalie van der VeldeMartijn C. SchutPublished in: MIE (2020)
Keyphrases
- data sets
- synthetic data
- database
- complex data
- data collection
- computer systems
- case study
- prediction accuracy
- raw data
- data distribution
- high dimensional data
- image data
- prior knowledge
- data analysis
- training data
- data points
- data mining algorithms
- data objects
- data quality
- prediction model
- risk management
- historical data
- fine granularity