Machine-learning algorithms based on personalized pathways for a novel predictive model for the diagnosis of hepatocellular carcinoma.
Binglin ChengPeitao ZhouYuhan ChenPublished in: BMC Bioinform. (2022)
Keyphrases
- predictive model
- machine learning algorithms
- decision trees
- machine learning models
- benchmark data sets
- historical data
- learning algorithm
- learning problems
- machine learning
- predictive accuracy
- prediction model
- artificial neural networks
- random forests
- machine learning methods
- neural network
- classification rules
- machine learning approaches
- machine learning systems
- standard machine learning algorithms
- logistic regression
- probabilistic model
- training set
- genetic algorithm
- natural language processing
- ensemble methods
- classification models
- base classifiers
- learning models
- active learning
- prior knowledge
- training data
- data mining