A Unified View of Evaluation Metrics for Structured Prediction.
Yunmo ChenWilliam GanttTongfei ChenAaron Steven WhiteBenjamin Van DurmePublished in: CoRR (2023)
Keyphrases
- evaluation metrics
- structured prediction
- maximum margin
- precision and recall
- conditional random fields
- efficient learning
- latent variables
- markov networks
- convex optimization
- evaluation measures
- belief networks
- machine learning
- learning to rank
- approximate inference
- training data
- data sets
- parameter estimation
- higher order
- bayesian inference
- reinforcement learning
- feature selection