Nature and biology inspired approach of classification towards reduction of bias in machine learning.
Han LiuAlexander E. GegovMihaela CoceaPublished in: ICMLC (2016)
Keyphrases
- machine learning
- pattern recognition
- supervised machine learning
- machine learning methods
- support vector machine
- decision trees
- text classification
- supervised classification
- machine learning algorithms
- supervised learning
- feature construction
- classification accuracy
- feature selection
- computational biology
- machine learning approaches
- classification scheme
- classification models
- unsupervised learning
- classification method
- support vector machine svm
- learning algorithm
- artificial intelligence
- information extraction
- image classification
- active learning
- feature extraction
- support vector
- computer science
- preprocessing
- feature space
- pattern classification
- feature vectors
- classification algorithm
- decision rules
- svm classifier
- knowledge representation
- training samples
- model selection
- class labels
- automatic classification
- naive bayes
- rough sets
- reinforcement learning
- classification systems
- knowledge acquisition