Run
239133

Run 239133

Task 4426 (Supervised Classification) bolts Uploaded 02-03-2015 by RTeam OpenML
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Flow

classif.randomForest(1)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
0.9228
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9416
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.87
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
345.4968
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0575
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4571
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.9445
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9425
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9425
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1258
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2398
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5027
Cross-validation details (10 times 10-fold Crossvalidation)