Run
571604

Run 571604

Task 3561 (Supervised Classification) profb Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(9)Learner classif.rda from package(s) klaR.
classif.rda(9)_estimate.errorFALSE
classif.rda(9)_openml.seed1
classif.rda(9)_openml.kindMersenne-Twister
classif.rda(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7295
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3804
Cross-validation details (10-fold Crossvalidation)
KB relative information score
253.8206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2634
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4446
Cross-validation details (10-fold Crossvalidation)
Number of instances
672
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7278
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7366
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9188
Cross-validation details (10-fold Crossvalidation)
Recall
0.7366
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5924
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0887
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
45.097
UserCPU time millis testing
0.151
UserCPU time millis training
44.946