Score-based causal feature selection for cancer risk prediction.
Shanshan HuangQingsong LiLei WangYuanhao WangLi LiuPublished in: ICME (2023)
Keyphrases
- feature selection
- prediction accuracy
- gene selection
- outcome prediction
- prediction model
- prediction algorithm
- text classification
- bayesian networks
- prediction error
- breast cancer
- risk management
- pointwise mutual information
- high risk
- feature space
- feature set
- mutual information
- microarray data
- markov blanket
- multi class
- causal relationships
- text categorization
- feature subset
- gene expression data
- feature selection algorithms
- causal models
- multi task
- selected features
- prostate cancer
- microarray
- dna microarray
- causal networks
- gene expression data sets
- support vector
- feature extraction