Significance measures and data dependency in classification methods.
Akbar Farhoodi NejadTamás D. GedeonPublished in: ICNN (1995)
Keyphrases
- data sets
- machine learning methods
- data mining techniques
- high dimensional data
- benchmark datasets
- statistical methods
- pattern recognition
- data analysis
- training data
- missing values
- classification method
- original data
- spectral clustering
- data quality
- database
- statistical significance
- data collection
- machine learning algorithms
- data structure
- preprocessing
- statistical analysis
- classification systems
- machine learning
- data reduction
- statistical tests
- data mining methods
- feature selection
- noisy data
- decision trees
- human experts
- training set
- classification rules
- data sources
- image data
- nearest neighbor
- training samples
- classification decisions
- dimensionality reduction methods
- classification trees
- bayesian methods
- support vector machine svm
- roc curve
- semi supervised
- benchmark data sets
- knn
- cross validation
- feature vectors