Comparing feature-based and distance-based representations for classification similarity learning.
Emilia López-IñestaFrancisco GrimaldoMiguel Arevalillo-HerráezPublished in: CCIA (2014)
Keyphrases
- supervised learning
- learning systems
- learning algorithm
- learning tasks
- feature vectors
- discriminative learning
- pattern recognition
- learning process
- machine learning algorithms
- unsupervised learning
- incremental learning
- pattern classification
- machine learning
- distance measure
- preprocessing
- online learning
- knowledge acquisition
- text classification
- prior knowledge
- decision trees
- training process
- similarity measure
- multi category
- structured output
- bayesian methods
- training data
- reinforcement learning
- classification algorithm
- decision rules
- background knowledge
- class labels
- semi supervised learning