Machine learning-based classification of bronze alloy cymbals from microphone captured data enhanced with feature selection approaches.
Tales H. A. BorattoAlexandre A. CuryLeonardo GoliattPublished in: Expert Syst. Appl. (2023)
Keyphrases
- machine learning
- feature selection
- statistical methods
- data sets
- text classification
- machine learning methods
- knowledge discovery
- data sources
- data analysis
- classification accuracy
- machine learning approaches
- bayesian methods
- feature space
- data structure
- data reduction
- feature extraction
- decision trees
- database
- unsupervised learning
- text categorization
- machine learning algorithms
- irrelevant features
- classification method
- model selection
- data mining techniques
- support vector machine
- pattern recognition
- high dimensional data
- classification algorithm
- image classification
- high dimensionality
- data quality
- feature subset
- data points
- supervised classification
- feature vectors
- learning algorithm
- large scale data sets
- supervised and unsupervised learning
- preprocessing steps