Machine learning for dengue outbreak prediction: A performance evaluation of different prominent classifiers.
Naiyar IqbalMohammad IslamPublished in: Informatica (Slovenia) (2019)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- decision trees
- machine learning approaches
- supervised classification
- prediction accuracy
- feature selection
- learning classifier systems
- ensemble classifier
- training data
- linear classifiers
- computational intelligence
- learning algorithm
- support vector
- supervised learning
- computer vision
- multi layer perceptron
- outbreak detection
- prediction model
- data mining
- natural language processing
- support vector machine
- pattern recognition
- training examples
- model selection
- test set
- multiple classifier systems
- statistical methods
- ensemble methods
- public health
- artificial intelligence
- data sets
- gaussian kernels
- predictive modeling
- k nearest neighbour
- information extraction
- prediction error
- classification models
- feature set
- early stage
- text classification
- svm classifier
- training samples