orange-reliability / docs / rst / code /

import Orange

housing ="")

knn = Orange.classification.knn.kNNLearner()

estimators = [Orange.evaluation.reliability.Mahalanobis(k=3),
              Orange.evaluation.reliability.LocalCrossValidation(k = 10)]

reliability = Orange.evaluation.reliability.Learner(knn, estimators = estimators)

restimator = reliability(housing)
instance = housing[0]

value, probability = restimator(instance, result_type=Orange.classification.Classifier.GetBoth)

for estimate in probability.reliability_estimate:
    print estimate.method_name, estimate.estimate
Tip: Filter by directory path e.g. /media app.js to search for public/media/app.js.
Tip: Use camelCasing e.g. ProjME to search for
Tip: Filter by extension type e.g. /repo .js to search for all .js files in the /repo directory.
Tip: Separate your search with spaces e.g. /ssh pom.xml to search for src/ssh/pom.xml.
Tip: Use ↑ and ↓ arrow keys to navigate and return to view the file.
Tip: You can also navigate files with Ctrl+j (next) and Ctrl+k (previous) and view the file with Ctrl+o.
Tip: You can also navigate files with Alt+j (next) and Alt+k (previous) and view the file with Alt+o.