Label-and-Learn: Visualizing the Likelihood of Machine Learning Classifier's Success During Data Labeling.
Yunjia SunEdward LankMichael A. TerryPublished in: IUI (2017)
Keyphrases
- machine learning
- data sets
- training data
- data sources
- data collection
- knowledge discovery
- decision trees
- data processing
- feature selection
- class labels
- database
- prior knowledge
- active learning
- data visualization
- statistical methods
- data mining techniques
- semi supervised learning
- high dimensional data
- interactive exploration
- labeling process
- data distribution
- classification algorithm
- missing data
- support vector machine
- image data
- support vector
- image segmentation