Run
1851252

Run 1851252

Task 21 (Supervised Classification) car Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rda.preproc(2)Learner mlr.classif.rda.preproc from package(s) klaR.
mlr.classif.rda.preproc(2)_estimate.errorFALSE
mlr.classif.rda.preproc(2)_openml.seed1
mlr.classif.rda.preproc(2)_openml.kindMersenne-Twister
mlr.classif.rda.preproc(2)_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.

17 Evaluation measures

Area under ROC curve
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9317
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8532
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1258.7748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0809
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9399
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9288
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.175
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5175
Cross-validation details (10-fold Crossvalidation)