Unbiased recursive decision tree for supervised functional data classification with applying on electrocardiogram signals.
Mohanned Abduljabbar HaelPublished in: Int. J. Data Sci. Anal. (2023)
Keyphrases
- decision trees
- data sets
- data collection
- data analysis
- data sources
- machine learning
- training data
- training set
- classification accuracy
- predictive accuracy
- physiological signals
- decision tree algorithm
- supervised classification
- missing values
- classification algorithm
- high dimensional data
- text classification
- database
- signal processing
- support vector machine
- feature selection
- unsupervised learning
- training samples
- image classification
- machine learning algorithms
- logistic regression
- classification rules
- knowledge discovery
- decision table
- data points
- ecg signals
- active learning
- acoustic signals