Using Feature Selection as accuracy Benchmarking in Clinical Data Mining.
Jafreen HossainNor Fazlida Mohd SaniAida MustaphaLilly Suriani AffendeyPublished in: J. Comput. Sci. (2013)
Keyphrases
- feature selection
- classification accuracy
- high accuracy
- prediction accuracy
- information gain
- mutual information
- feature weighting
- computational efficiency
- classification performances
- precision and recall
- error rate
- text categorization
- model selection
- computational cost
- computational complexity
- feature set
- dimensionality reduction
- artificial neural networks
- feature extraction
- high precision
- case study
- high dimensionality
- machine learning
- data mining
- data sets
- fold cross validation
- small sample
- database