Semi-parametric estimation of the area under the precision-recall curve.
Berkman SahinerWeijie ChenAria PezeshkNicholas PetrickPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
Keyphrases
- semi parametric
- precision recall
- density estimation
- precision and recall
- least squares
- regression model
- correlation coefficient
- statistical inference
- constrained optimization
- average precision
- parametric models
- regression problems
- linear model
- scoring function
- model selection
- highly correlated
- information retrieval systems
- unsupervised learning
- linear regression
- similarity search
- mixture model