Run
473355

Run 473355

Task 3721 (Supervised Classification) bolts Uploaded 03-09-2015 by Florian Fendt
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Flow

classif.randomForest(28)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
0.9286
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8864
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.227
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.05
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4571
Cross-validation details (10-fold Crossvalidation)
Number of instances
40
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9536
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.95
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2236
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4688
Cross-validation details (10-fold Crossvalidation)