Prediction of geometry deviations in additive manufactured parts: comparison of linear regression with machine learning algorithms.
Ivanna BaturynskaKristian MartinsenPublished in: J. Intell. Manuf. (2021)
Keyphrases
- machine learning algorithms
- linear regression
- linear regression model
- benchmark data sets
- learning algorithm
- least squares
- machine learning
- machine learning methods
- regression problems
- regression methods
- decision trees
- learning problems
- predictive accuracy
- standard machine learning algorithms
- prediction accuracy
- nonlinear regression
- machine learning approaches
- random forests
- learning tasks
- locally weighted
- prediction model
- ridge regression
- machine learning models
- linear predictors
- machine learning systems
- multivariate regression
- kernel density estimators
- prediction error
- data sets
- reinforcement learning
- training data
- statistical machine learning
- video sequences
- machine learning and data mining algorithms