Data partition methodology for validation of predictive models.
Rebecca E. MorrisonCorey M. BryantGabriel TerejanuSerge PrudhommeKenji MikiPublished in: Comput. Math. Appl. (2013)
Keyphrases
- historical data
- predictive model
- data analysis
- experimental data
- database
- data sets
- accurate models
- mathematical models
- data quality
- raw data
- statistical methods
- statistical analysis
- training data
- data processing
- missing data
- high quality
- sensor data
- knowledge discovery
- data collection
- original data
- prior knowledge
- learning models
- data sources
- trading systems
- data structure
- data mining methods
- hidden markov models
- microarray
- attribute values
- complex systems
- parameter estimation