Improving css-KNN Classification Performance by Shifts in Training Data.
Karol DraszawkaJulian SzymanskiFrancesco GuerraPublished in: International KEYSTONE Conference (2015)
Keyphrases
- training data
- knn classification
- knn
- k nearest neighbor
- data sets
- learning algorithm
- decision trees
- distance metric
- distance function
- prior knowledge
- test data
- classification accuracy
- supervised learning
- feature mapping
- training set
- training samples
- class labels
- text classification
- labeled data
- unlabeled data
- training examples
- nearest neighbor
- support vector machine
- generalization error