Run
508909

Run 508909

Task 3661 (Supervised Classification) cpu Uploaded 27-01-2016 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
0.9557
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
184.7558
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0383
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3797
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9624
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9617
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8205
Cross-validation details (10-fold Crossvalidation)
Recall
0.9617
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1008
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4497
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.674
UserCPU time millis testing
0.44
UserCPU time millis training
2.234