Data Mining: A prediction for performance improvement using classification
Brijesh Kumar BhardwajSaurabh PalPublished in: CoRR (2012)
Keyphrases
- data mining
- predictive modeling
- pattern recognition
- machine learning
- classification accuracy
- automatic classification
- feature extraction
- support vector machine svm
- data preprocessing
- data mining techniques
- pattern classification
- prediction accuracy
- text classification
- image classification
- support vector machine
- data analysis
- learning algorithm
- data mining methods
- decision trees
- supervised learning
- classification method
- classification scheme
- classification algorithm
- support vector
- real world
- classification systems
- class labels
- unsupervised learning
- model selection
- machine learning algorithms
- training set
- feature space
- prediction error
- data preparation
- neural network
- prediction algorithm
- feature selection
- rule induction
- preprocessing
- data mining applications
- significant improvement
- data warehouse
- rough sets
- decision rules
- intrusion detection