Dynamic Parameter Adaptation of SVM Based Active Learning Methodology.
Jasmina SmailovicMiha GrcarNada LavracMartin ZnidarsicPublished in: AL@iKNOW (2016)
Keyphrases
- active learning
- dynamic adaptation
- relevance feedback
- experimental design
- random sampling
- support vector
- training set
- machine learning
- parameter values
- supervised learning
- dynamic environments
- support vector machine svm
- data mining
- training data
- adaptation process
- selective sampling
- social networks
- training examples
- semi supervised learning
- case based reasoning
- data sets
- support vector machine
- knowledge base
- pairwise
- pattern recognition
- clustering algorithm