Run
515142

Run 515142

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.extraTrees(3)Learner classif.extraTrees from package(s) extraTrees.
classif.extraTrees(3)_seed1
classif.extraTrees(3)_kindMersenne-Twister
classif.extraTrees(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
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
102.354
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0399
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9438
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9402
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.9402
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1088
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1997
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4677
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.838
UserCPU time millis testing
0.073
UserCPU time millis training
0.765