A review on the performance of classification and prediction algorithms on cardiology data for the prediction of treadmill test through a mobile application.
A. Jerline AmuthaR. PadmajavalliPublished in: Int. J. Appl. Pattern Recognit. (2018)
Keyphrases
- data sets
- prediction algorithm
- data reduction
- prediction accuracy
- data structure
- data analysis
- data mining algorithms
- mobile applications
- data collection
- data mining techniques
- supervised learning
- test data
- data sources
- training data
- learning algorithm
- noisy data
- prediction model
- training samples
- models built
- spatial data
- support vector machine
- classification algorithm
- knowledge discovery
- data points
- classification accuracy
- end users
- classification models
- statistical tests
- feature space
- mobile environments
- ensemble classifier
- support vector
- feature selection
- sufficient training data