Run
522924

Run 522924

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL2LogReg(6)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(6)_seed1
classif.LiblineaRL2LogReg(6)_kindMersenne-Twister
classif.LiblineaRL2LogReg(6)_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
0.6531
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7318
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3479
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6439.2401
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2451
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.7549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4951
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0714
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.013
UserCPU time millis testing
0.11
UserCPU time millis training
0.903