PheValuator - Rapid Phenotype Evaluation
A package for evaluating phenotype algorithms. The
package develops a diagnostic prediction model using a set of
noisy positives and noisy negatives. It can then apply the
model to a large cohort to create a set of subjects each with a
predicted probability for the health outcome of interest. This
cohort can then be used to evaluate phenotype algorithms
through the calculation of the necessary performance
characteristics - sensitivity, specificity, and positive and
negative preditive value.
