Visualizing the performance of classification algorithms with additional re-annotated data.
Megan K. TorkildsonPublished in: CHI Extended Abstracts (2013)
Keyphrases
- classification algorithm
- benchmark datasets
- pattern classification
- machine learning algorithms
- theoretical analysis
- decision trees
- machine learning
- orders of magnitude
- pattern recognition
- preprocessing
- computationally efficient
- uci machine learning repository
- automatic classification
- image classification
- classification accuracy
- computational complexity
- support vector
- feature extraction
- learning algorithm
- support vector machine svm
- computational cost
- significant improvement
- training set
- machine learning methods
- data reduction
- classification systems
- nearest neighbour