Run
513712

Run 513712

Task 3775 (Supervised Classification) fri_c2_1000_5 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rotationForest(3)Learner classif.rotationForest from package(s) rotationForest.
classif.rotationForest(3)_seed1
classif.rotationForest(3)_kindMersenne-Twister
classif.rotationForest(3)_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
0.8769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
745.7186
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.122
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8789
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2511
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3493
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7086
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.93
UserCPU time millis testing
0.522
UserCPU time millis training
5.408