Comparative analysis of HAR datasets using classification algorithms.
Suvra NayakChhabi Rani PanigrahiBibudhendu PatiSarmistha NandaMeng-Yen HsiehPublished in: Comput. Sci. Inf. Syst. (2022)
Keyphrases
- comparative analysis
- uci machine learning repository
- benchmark datasets
- machine learning
- real and synthetic datasets
- uci repository
- machine learning algorithms
- learning algorithm
- decision tree algorithms
- synthetic datasets
- machine learning methods
- data mining algorithms
- feature space
- pattern recognition
- classification algorithm
- classification method
- classification accuracy
- benchmark data sets
- accurate classifiers
- binary classification problems
- uci datasets
- data structure
- synthetic and real datasets
- sufficient training data
- semi quantitative
- feature selection
- associative classifiers
- support vector
- image classification
- dimensionality reduction methods
- nearest neighbour
- computational complexity
- worst case