Dynamics of Supervised Learning with Restricted Training Sets and Noisy Teachers.
Anthony C. C. CoolenC. W. H. MacePublished in: NIPS (1999)
Keyphrases
- supervised learning
- training set
- learning algorithm
- unsupervised learning
- training examples
- active learning
- learning environment
- training samples
- supervised classification
- machine learning
- training data
- data sets
- professional development
- high school
- semi supervised learning
- authoring tool
- dynamic model
- learning tasks
- high school students
- dynamical systems
- unlabeled data
- e learning
- labeled data
- learning process
- problem based learning
- generalization error
- reinforcement learning
- noisy data
- semi supervised
- classification accuracy
- learning community
- class distribution
- teaching methods
- class labels
- teacher training
- supervised machine learning
- teacher education
- inductive bias
- elementary school
- young students
- multiple instance learning
- decision trees
- blended learning
- feature space
- learning analytics
- learning scenarios
- multi class
- learning strategies