Run
522948

Run 522948

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rotationForest(5)Learner classif.rotationForest from package(s) rotationForest.
classif.rotationForest(5)_seed1
classif.rotationForest(5)_kindMersenne-Twister
classif.rotationForest(5)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.7505
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8192
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5612
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9665.0371
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1673
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8327
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3917
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.409
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8851
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
106.888
UserCPU time millis testing
0.959
UserCPU time millis training
105.929