Gradients Weights improve Regression and Classification.
Samory KpotufeAbdeslam BoulariasThomas SchultzKyoungok KimPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- pattern recognition
- feature vectors
- model selection
- support vector
- classification accuracy
- automatic classification
- support vector machine svm
- text classification
- regression problems
- machine learning
- regression model
- classification algorithm
- dimension reduction
- image classification
- pattern classification
- support vector machine
- preprocessing
- feature weights
- feature selection
- weighted sum
- regression method
- numeric values
- benchmark datasets
- machine learning algorithms
- unsupervised learning
- training set
- feature extraction
- decision trees
- class labels
- classification rules
- supervised learning
- least squares
- knn
- classification process
- multi class classification
- data sets