Optimal sampling for positive only electronic health record data

Mathematics

• Phenotype 100%
• Subsample 50%
• Sampling Procedure 50%
• False Alarm 50%
• Selection 50%
• Training Data 50%
• Optimality 50%
• Disease Status 50%
• Training Set 50%

Computer Science

• Data Record 100%
• Classification Models 100%
• Approximation (Algorithm) 33%
• Limited Sample Size 33%
• Performance Gain 33%
• Disease Patient 33%
• Electronic Medical Record 33%
• Classification Error 33%