Data mining from multiple heterogeneous relational databases using decision tree classification.
Tahar MehenniAbdelouahab MoussaouiPublished in: Pattern Recognit. Lett. (2012)
Keyphrases
- decision trees
- relational databases
- data mining
- machine learning
- decision tree induction
- data mining methods
- predictive accuracy
- classification models
- decision rules
- machine learning algorithms
- training set
- rule induction
- feature vectors
- classification accuracy
- databases
- naive bayes
- image classification
- knowledge discovery
- decision tree algorithm
- attribute selection
- feature construction
- preprocessing
- pattern recognition
- support vector
- classification rules
- classification method
- database
- data preprocessing
- association rules
- feature set
- discovering patterns
- pattern classification
- bayesian classifier
- meta learning
- training data
- decision tree learning
- classification algorithm
- data analysis
- support vector machine
- data mining applications
- cluster analysis
- sql queries
- feature extraction
- multiple types
- classification trees
- logistic regression
- class labels
- support vector machine svm
- model selection
- text classification
- text mining
- object oriented