Run
522943

Run 522943

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

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(7)_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
0.8075
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6666
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11155.595
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1313
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
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8687
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3624
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7842
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
492.355
UserCPU time millis testing
0.981
UserCPU time millis training
491.374