Run
465047

Run 465047

Task 3918 (Supervised Classification) pc1 Uploaded 11-07-2015 by RTeam OpenML
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Flow

classif.randomForest(21)Learner classif.randomForest from package(s) randomForest.

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8725
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-206.1665
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0973
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.936
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.936
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.749
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2239
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8807
Cross-validation details (10-fold Crossvalidation)