Unsupervised data classification using modified cuckoo search method.
Ankur KulhariAvinash Chandra PandeyRaju PalHimashu MittalPublished in: IC3 (2016)
Keyphrases
- synthetic data
- classification method
- classification accuracy
- support vector machine svm
- data sets
- training samples
- input data
- unsupervised learning
- support vector machine
- ordinal data
- large scale data sets
- classification process
- noisy data
- prior information
- missing data
- clustering method
- machine learning
- prior knowledge
- preprocessing
- machine learning methods
- database
- accuracy rate
- benchmark data sets
- statistical methods
- missing values
- test data
- supervised learning
- data analysis
- high dimensional data
- classification algorithm
- input vectors
- dimensionality reduction
- data sources
- similarity measure
- feature extraction
- extracted features
- classification scheme
- image data
- knowledge discovery
- model selection
- classification trees
- feature selection
- supervised classification
- cross validation
- support vector
- decision rules