An efficient combination of quadruple biomarkers in binary classification using ensemble machine learning technique for early onset of Alzheimer disease.
Rashmi KumariAkriti NigamShashank PushkarPublished in: Neural Comput. Appl. (2022)
Keyphrases
- binary classification
- learning problems
- ensemble methods
- machine learning
- machine learning methods
- support vector machine
- binary classification problems
- multi class
- learning algorithm
- cost sensitive
- support vector
- decision trees
- prediction accuracy
- machine learning algorithms
- majority voting
- generalization error
- learning tasks
- gastric cancer
- multi class classification
- feature selection
- multi label
- supervised learning
- disease progression
- base classifiers
- binary classifiers
- class imbalance
- neural network
- active learning
- model selection
- computer vision
- semi supervised learning
- transfer learning
- benchmark datasets
- text mining
- text classification
- reinforcement learning
- training data
- training set
- image segmentation
- classification algorithm
- natural language processing
- data mining