Run
572629

Run 572629

Task 3504 (Supervised Classification) webdata_wXa Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.rotationForest(7)Learner classif.rotationForest from package(s) rotationForest.
classif.rotationForest(7)_openml.seed1
classif.rotationForest(7)_openml.kindMersenne-Twister
classif.rotationForest(7)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.6936
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8029
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15938.2426
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1843
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8025
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8157
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8157
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0051
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2272.281
UserCPU time millis testing
9.487
UserCPU time millis training
2262.794