Adaptive Method for Machine Learning Model Selection in Data Science Projects.
Cristina TavaresNathalia Moraes do NascimentoPaulo S. C. AlencarDonald D. CowanPublished in: Big Data (2022)
Keyphrases
- model selection
- machine learning
- cross validation
- hyperparameters
- statistical learning
- regression model
- parameter estimation
- error estimation
- unsupervised learning
- mixture model
- real world
- statistical methods
- selection criterion
- query processing
- prior knowledge
- bayesian inference
- high dimensional
- support vector
- model selection criteria
- data science
- parameter determination