Automatic recommendation of classification algorithms based on data set characteristics.
Qinbao SongGuangtao WangChao WangPublished in: Pattern Recognit. (2012)
Keyphrases
- data sets
- classification algorithm
- support vector
- publicly available data sets
- statistical classification
- decision trees
- nearest neighbour
- computational complexity
- training set
- benchmark data sets
- machine learning algorithms
- support vector machine svm
- massive data sets
- terms of classification accuracy
- machine learning
- feature selection algorithms
- theoretical analysis
- training data
- feature extraction
- feature selection
- learning algorithm
- computationally efficient
- text classification
- text categorization
- image classification
- knn
- class labels
- classification accuracy
- recommender systems
- preprocessing
- automatic classification
- data structure