Selecting critical features for data classification based on machine learning methods.
Rung-Ching ChenChristine DewiSu-Wen HuangRezzy Eko CarakaPublished in: J. Big Data (2020)
Keyphrases
- machine learning methods
- machine learning
- machine learning approaches
- data sets
- feature vectors
- extracted features
- classification process
- bayesian methods
- classification accuracy
- irrelevant features
- feature extraction
- knowledge discovery
- image classification
- high dimensional data
- data analysis
- statistical methods
- machine learning algorithms
- feature values
- training samples
- class labels
- database
- image data
- prior knowledge
- training set
- feature space
- training examples
- benchmark datasets
- data mining techniques
- multi class
- missing values
- high dimensionality
- feature subset
- pattern recognition
- feature selection
- data mining
- informative features