SVM for sketch recognition: Which hyperparameter interval to try?
Kemal Tugrul YesilbekCansu SenSerike CakmakT. Metin SezginPublished in: SIU (2015)
Keyphrases
- sketch recognition
- support vector
- rbf kernel
- support vector machine svm
- support vector machine
- hyperparameters
- gaussian processes
- grid search
- knn
- gesture recognition
- radial basis function
- feature selection
- kernel function
- cross validation
- multi class
- machine learning
- feature space
- gaussian process
- ls svm
- generalization ability
- training data
- model selection
- training set
- hyperplane
- support vectors
- face sketch
- kernel methods
- feature extraction
- classification algorithm
- expert systems
- pattern recognition
- artificial intelligence
- learning algorithm