Mining Very Large Datasets with SVM and Visualization.
Thanh-Nghi DoFrançois PouletPublished in: ICEIS (2) (2005)
Keyphrases
- fit in main memory
- support vector machine svm
- support vector
- data mining tasks
- support vector machine
- knn
- text mining
- data mining
- data mining methods
- data analysis
- feature selection
- web mining
- pattern mining
- svm classification
- linear svm
- machine learning
- imbalanced datasets
- hyperplane
- massive datasets
- data mining algorithms
- dense datasets
- pattern recognition
- huge data
- kernel function
- data mining applications
- data mining techniques
- sequential pattern mining
- multi class
- visualization tool
- graph data
- data sets
- standard machine learning algorithms
- feature vectors
- interactive visualization
- visualization tools
- multiple kernel learning
- generalization ability
- mining algorithm
- sequential patterns
- benchmark datasets
- data structure
- feature space