SurvLIME: A method for explaining machine learning survival models.
Maxim S. KovalevLev V. UtkinErnest M. KasimovPublished in: CoRR (2020)
Keyphrases
- machine learning methods
- machine learning
- high accuracy
- probabilistic model
- prior knowledge
- clustering method
- significant improvement
- preprocessing
- objective function
- cost function
- experimental evaluation
- learning algorithm
- synthetic data
- detection method
- statistical methods
- linear model
- machine learning approaches
- statistical model
- segmentation method
- unsupervised learning
- support vector machine svm
- computer vision
- parameter estimation
- neural network
- edge detection
- computational complexity
- support vector
- learning tasks
- linear regression
- prediction model
- reinforcement learning
- learned models
- data driven approaches