Run
571685

Run 571685

Task 29 (Supervised Classification) credit-approval 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
0.5807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1747
Cross-validation details (10-fold Crossvalidation)
KB relative information score
160.7994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3768
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6232
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.6232
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6139
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2352
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.193
UserCPU time millis testing
0.175
UserCPU time millis training
14.018