SurvBeX: An explanation method of the machine learning survival models based on the Beran estimator.
Lev V. UtkinDanila Y. EremenkoAndrei V. KonstantinovPublished in: CoRR (2023)
Keyphrases
- machine learning
- machine learning methods
- model selection
- high accuracy
- statistical model
- modeling method
- prior knowledge
- statistical methods
- detection method
- probabilistic model
- cost function
- feature selection
- clustering method
- significant improvement
- decision trees
- bayesian framework
- parametric models
- multiple models
- machine learning algorithms
- recursive least squares
- parameter estimation
- maximum likelihood
- least squares
- motion estimation
- computational cost
- pairwise
- objective function
- image segmentation
- computer vision