Comparison of robustness against missing values of alternative decision tree and multiple logistic regression for predicting clinical data in primary breast cancer.
Masahiro SugimotoMasahiro TakadaMasakazu ToiPublished in: EMBC (2013)
Keyphrases
- logistic regression
- breast cancer
- missing values
- clinical data
- decision trees
- cancer patients
- missing data
- naive bayes
- imputation methods
- statistical analysis
- medical data
- support vector
- survival analysis
- raw data
- patient data
- knowledge discovery
- loss function
- high dimensional data
- machine learning
- databases
- training data
- domain experts
- data sets
- random forest
- pairwise
- text classification