Comparing data mining methods with logistic regression in childhood obesity prediction.
Shaoyan ZhangChristos TjortjisXiao-Jun ZengHong QiaoIain E. BuchanJohn A. KeanePublished in: Inf. Syst. Frontiers (2009)
Keyphrases
- logistic regression
- data mining methods
- decision trees
- predictive modeling
- data mining
- survival analysis
- naive bayes
- credit scoring
- support vector
- decision tree induction
- data mining applications
- prediction accuracy
- chi square
- logistic regression models
- loss function
- odds ratio
- data mining techniques
- linear support vector machines
- breast cancer
- prediction model
- data mining algorithms
- training set
- chi square test
- prognostic models
- database
- body mass index
- classification trees
- text categorization
- natural language processing
- knowledge discovery
- preprocessing
- feature selection
- learning algorithm
- real world