A Data Mining Approach to the Diagnosis of Tuberculosis by Cascading Clustering and Classification
T. AshaS. NatarajanK. N. Balasubramanya MurthyPublished in: CoRR (2011)
Keyphrases
- unsupervised learning
- classification accuracy
- unsupervised classification
- pattern recognition
- supervised classification
- support vector machine svm
- classification algorithm
- classification systems
- pattern classification
- automatic classification
- text classification
- high dimensionality
- feature extraction
- clustering algorithm
- classification method
- clustering method
- breast cancer diagnosis
- feature vectors
- unsupervised clustering
- nearest neighbor classification
- clustering analysis
- data clustering
- feature selection
- cluster analysis
- machine learning
- support vector
- preprocessing
- feature space
- k means
- multi class
- training samples
- training data
- cancer diagnosis
- classification rules
- classification models
- density estimation
- class labels
- fault diagnosis
- document clustering
- decision rules
- machine learning methods