Developing cancer prediction model based on stepwise selection by AUC measure for proteomics data.
Yongkang KimSeungyeoun LeeMin-Seok KwonAhrum NaYonghwan ChoiSung-Gon YiJunghyun NamkungSangjo HanMeejoo KangSun Whe KimJin-Young JangYikwon KimYoungsoo KimTaesung ParkPublished in: BIBM (2015)
Keyphrases
- data sets
- data collection
- raw data
- training data
- high quality
- data sources
- knowledge discovery
- database
- predictive model
- data analysis
- correlation analysis
- statistical analysis
- input data
- image data
- probability distribution
- xml documents
- data processing
- training set
- similarity measure
- high dimensional data
- prediction accuracy
- synthetic data
- missing data
- missing values
- statistical methods
- social networks
- data quality
- learning algorithm
- machine learning