Solving the slate tile classification problem using a DAGSVM multiclassification algorithm based on SVM binary classifiers with a one-versus-all approach.
Javier MartínezCarla IglesiasJosé M. MatíasJosé TaboadaMaría AraújoPublished in: Appl. Math. Comput. (2014)
Keyphrases
- multi class classification
- binary classifiers
- multi class
- support vector machine svm
- classification algorithm
- multiclass classification
- support vector
- binary classification
- support vector machine
- multiclass problems
- learning algorithm
- decision trees
- optimal solution
- machine learning
- pattern recognition
- convex hull
- improved algorithm
- cost sensitive
- multi label classification
- feature selection
- multi task learning
- similarity measure
- hyperplane
- feature vectors
- machine learning methods
- prediction accuracy
- supervised learning
- feature space
- lower bound
- classification accuracy