Run
515152

Run 515152

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

classif.LiblineaRL2LogReg(4)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(4)_seed1
classif.LiblineaRL2LogReg(4)_kindMersenne-Twister
classif.LiblineaRL2LogReg(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
0.7149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.402
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.5054
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2564
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
0.6901
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6154
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.6154
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6993
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1858
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.398
UserCPU time millis testing
0.013
UserCPU time millis training
0.385