Performance Evaluation Indicator (PEI): A new paradigm to evaluate the competence of machine learning classifiers in predicting rockmass conditions.
Mengqi ZhuMarte GutierrezHehua ZhuJ. Woody JuSharmin SarnaPublished in: Adv. Eng. Informatics (2021)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- decision trees
- machine learning approaches
- supervised classification
- feature selection
- learning algorithm
- support vector machine
- training data
- pattern recognition
- feature set
- classification models
- natural language processing
- learning classifier systems
- linear classifiers
- information extraction
- active learning
- natural language
- support vector
- classification systems
- multiple classifiers
- explanation based learning
- decision boundary
- training examples
- semi supervised learning
- sufficient conditions
- training samples
- text classification
- knowledge representation
- computational intelligence
- knowledge discovery
- data mining
- learning machines
- data analysis
- training set
- multi class
- supervised learning
- text mining
- ensemble learning
- ensemble methods
- learning problems
- transfer learning
- class labels
- learning systems