Improving Cascade Classifier Precision by Instance Selection and Outlier Generation.
Judith NeugebauerOliver KramerMichael SonnenscheinPublished in: ICAART (2) (2016)
Keyphrases
- instance selection
- cascade classifier
- nearest neighbor
- text classification
- feature and instance selection
- data reduction
- multiple instance learning
- face detection
- multi class
- supervised learning
- classification accuracy
- feature selection
- pedestrian detection
- semi supervised learning
- evaluation criteria
- knowledge discovery and data mining
- active learning
- pairwise
- preprocessing
- machine learning
- learning algorithm
- naive bayes
- semi supervised
- knn