Single classifier vs. ensemble machine learning approaches for mental health prediction.
Jetli ChungJason TeoPublished in: Brain Informatics (2023)
Keyphrases
- machine learning approaches
- mental health
- ensemble classifier
- machine learning methods
- training data
- classifier ensemble
- ensemble learning
- machine learning algorithms
- training set
- ensemble methods
- machine learning
- prediction accuracy
- feature selection
- final classification
- multiple classifiers
- decision trees
- learning algorithm
- data mining methods
- neural network ensemble
- majority voting
- machine learning models
- random forest
- linear classifiers
- combining classifiers
- multiple classifier systems
- weak learners
- question classification
- decision tree classifiers
- classifier combination
- binary classification problems
- multi layer perceptron
- feature set
- neural network