Similarity Forests Revisited: A Swiss Army Knife for Machine Learning.
Stanislaw CzekalskiMikolaj MorzyPublished in: PAKDD (2) (2021)
Keyphrases
- machine learning
- similarity measure
- machine learning methods
- structural similarity
- learning algorithm
- similarity measurement
- similarity function
- natural language processing
- neural network
- text mining
- distance function
- euclidean distance
- distance metric
- learning problems
- computational biology
- explanation based learning
- similarity metrics
- information extraction
- reinforcement learning
- decision trees
- data points
- active learning
- artificial intelligence
- text classification
- semi supervised learning
- similarity metric
- computer science
- case study
- supervised machine learning
- data sets
- real world
- computer vision
- feature selection
- pattern recognition
- feature vectors
- learning systems
- distance measure
- collaborative filtering
- supervised learning
- nearest neighbor