Active Learning for Regression and Classification by Inverse Distance Weighting.
Alberto BemporadPublished in: CoRR (2022)
Keyphrases
- active learning
- image classification
- selective sampling
- support vector
- machine learning
- decision trees
- classification accuracy
- cross validation
- pattern recognition
- classification method
- numeric values
- text classification
- model selection
- classification algorithm
- active sampling
- experimental design
- random sampling
- regression problems
- regression method
- feature space
- distance measurement
- target variable
- batch mode active learning
- imbalanced data classification
- regression model
- incremental learning
- learning strategies
- machine learning algorithms
- distance measure
- feature vectors
- training set
- feature selection