Estimator for generalization performance of machine learning model trained by biased data collected from multiple references.
Yuriko OkazakiShinichiro OkazakiShingo AsamotoToru YamajiMinoru IshigePublished in: Comput. Aided Civ. Infrastructure Eng. (2023)
Keyphrases
- simulation data
- experimental data
- data sets
- statistical methods
- prior knowledge
- data analysis
- machine learning
- probabilistic model
- input data
- high quality
- database
- mathematical model
- computational model
- data processing
- data points
- probability distribution
- sensor data
- data sources
- least squares
- empirical data
- data quality
- data mining
- high level
- high dimensional data
- data collection
- knowledge discovery
- missing data
- image data
- collected data
- predictive model
- survey data
- data structure