Bias and Variance of Rotation-Based Ensembles.
Juan José RodríguezCarlos J. AlonsoOscar J. PrietoPublished in: IWANN (2005)
Keyphrases
- low variance
- variance reduction
- bias variance decomposition
- ensemble methods
- bias variance analysis
- bias variance
- ensemble learning
- rotation invariant
- real valued
- correlation coefficient
- standard deviation
- machine learning
- monte carlo
- trade off
- decision trees
- normal distribution
- base learners
- neural network ensemble
- computer vision