Package magpie.attributes.evaluators

Methods to evaluate the predictive power of single attributes

See: Description

Class Summary

Class	Description
AreaUnderROCEvaluator	Ranks entries based on the area under the Receiver Operating Characteristic Curve.
BaseAttributeEvaluator	Base class for objects designed to evaluate the predictive power of single attributes.
PearsonsCorrelationEvaluator	Evaluate attributes based on Pearson's Correlation Coefficient, which is the "R^2" correlation value that you are likely familiar with.
PolynomialFitEvaluator	Evaluate an attribute based on the RMSE of polynomial model using that attribute.
SpearmansCorrelationEvaluator	Evaluate attributes based on Spearson's Correlation Coefficient, which is simply the Pearson's Correlation Coefficient between the measured and predicted ranks of entries.

Package magpie.attributes.evaluators Description

Methods to evaluate the predictive power of single attributes