Run
515151

Run 515151

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

classif.LiblineaRL1LogReg(4)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(4)_seed1
classif.LiblineaRL1LogReg(4)_kindMersenne-Twister
classif.LiblineaRL1LogReg(4)_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
0.7664
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7084
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5114
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.6905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1937
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
0.7514
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7094
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.7094
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4402
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0307
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.665
UserCPU time millis testing
0.018
UserCPU time millis training
0.647