Prediction of ITK inhibitor kinases activity based on posterior probabilistic weighted average based ensemble voting classification.
Rama Devi ChalasaniY. RadhikaPublished in: J. Intell. Fuzzy Syst. (2023)
Keyphrases
- weighted average
- individual classifiers
- majority voting
- ensemble classifier
- classification accuracy
- prediction accuracy
- training set
- probabilistic model
- final classification
- feature selection
- ensemble methods
- support vector
- feature vectors
- feature extraction
- weighted sum
- random forests
- posterior probability
- confidence estimates
- neural networks and support vector machines
- classification models
- decision trees
- generative model
- support vector machine
- benchmark datasets
- neural network
- training data
- probability distribution
- classifier ensemble
- supervised learning
- text classification
- classification algorithm
- support vector machine svm
- base classifiers
- feature set
- co occurrence
- regression problems
- model selection
- cost sensitive
- bayesian framework
- weak learners
- objective function
- voting method
- class labels