Structured Machine Learning for Soft Classification with Smoothing Spline ANOVA and Stacked Tuning, Testing, and Evaluation.
Grace WahbaYuedong WangChong GuRonald KleinBarbara E. KleinPublished in: NIPS (1993)
Keyphrases
- machine learning
- machine learning methods
- text classification
- pattern recognition
- decision trees
- support vector machine
- machine learning algorithms
- classification accuracy
- supervised machine learning
- supervised classification
- feature selection
- feature vectors
- least squares
- supervised learning
- multiresolution
- data mining
- unsupervised learning
- statistical tests
- support vector
- learning algorithm
- structured learning
- computer vision
- image classification
- curve fitting
- preprocessing
- classification systems
- classification scheme
- automatic classification
- support vector machine svm
- pattern classification
- classification method
- classification algorithm
- artificial intelligence
- classification models
- b spline
- machine learning approaches
- statistical significance
- structured data
- training phase
- natural language processing
- feature space
- structured output