Hyperparameters optimisation of ensemble classifiers and its application for landslide hazards classification.
Jiuyuan HuoHamzah Murad Mohammed Al-NeshmiPublished in: Int. J. Model. Identif. Control. (2022)
Keyphrases
- ensemble classifier
- hyperparameters
- cross validation
- model selection
- classification models
- support vector
- image classification
- decision trees
- support vector machine
- supervised learning
- random forest
- closed form
- classification accuracy
- ensemble learning
- class labels
- bayesian inference
- machine learning
- semi supervised
- text classification
- feature vectors
- feature space
- prior information
- bayesian framework
- training set
- ensemble methods
- data sets
- maximum likelihood
- feature selection
- training data
- multiscale
- incremental learning
- maximum a posteriori
- machine learning methods
- benchmark datasets
- support vector machine svm
- training samples