Comparison of Machine Learning Classifiers for Breast Cancer Diagnosis Based on Feature Selection.
Bo LiuXingrui LiJianqiang LiYong LiJianlei LangRentao GuFei WangPublished in: SMC (2018)
Keyphrases
- feature selection
- breast cancer diagnosis
- machine learning
- feature set
- feature selection algorithms
- machine learning algorithms
- text classification
- feature ranking
- classification models
- breast cancer
- support vector
- decision trees
- machine learning methods
- information gain
- naive bayes
- text categorization
- support vector machine
- feature space
- preprocessing step
- high dimensionality
- feature subset
- multi class
- ensemble learning
- classification accuracy
- knn
- supervised learning
- microarray data
- training set
- random forest
- unsupervised learning
- model selection
- pattern recognition
- microarray datasets