Biomarker detection using corrected degree of domesticity in hybrid social network feature selection for improving classifier performance.
Hatice Yagmur ZenginErdem KarabulutPublished in: BMC Bioinform. (2023)
Keyphrases
- feature selection
- social networks
- social network analysis
- false positives
- detection algorithm
- machine learning
- automatic detection
- false alarms
- feature space
- classification accuracy
- high dimensionality
- detection method
- model selection
- object detection
- multi class
- support vector
- network structure
- mutual information
- feature selection algorithms
- class imbalance
- online social networks
- social networking
- information gain
- lung cancer
- irrelevant features
- selecting relevant features
- feature subset
- feature set
- dimensionality reduction
- social media
- active learning
- feature extraction
- learning algorithm