Mining a Small Medical Data Set by Integrating the Decision Tree and t-test.
Ming-Yang ChangChien-Chou ShihDing-An ChiangChun-Chi ChenPublished in: J. Softw. (2011)
Keyphrases
- decision trees
- data sets
- test data
- training data
- training set
- data mining
- small number
- data mining methods
- machine learning
- medical diagnosis
- predictive accuracy
- heterogeneous data sets
- medical data
- random forest
- pattern mining
- test cases
- web mining
- itemsets
- input data
- emerging patterns
- decision tree induction
- knowledge discovery
- medical domain
- database
- decision tree classifiers
- medical knowledge
- induction algorithms
- clinical data
- data analysis
- information gain
- data mining techniques
- mining algorithm
- naive bayes
- machine learning algorithms