A Primer on the Signature Method in Machine Learning.
Ilya ChevyrevAndrey KormilitzinPublished in: CoRR (2016)
Keyphrases
- machine learning
- detection method
- similarity measure
- machine learning methods
- significant improvement
- experimental evaluation
- objective function
- dynamic programming
- high accuracy
- model selection
- synthetic data
- statistical methods
- fully automatic
- high precision
- segmentation method
- optimization algorithm
- theoretical analysis
- probabilistic model
- cost function
- pairwise
- pattern recognition
- genetic algorithm