Run
572635

Run 572635

Task 3504 (Supervised Classification) webdata_wXa Uploaded 11-05-2016 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
0.7424
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18040.7833
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1658
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8264
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4546
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9535
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7436.604
UserCPU time millis testing
11.56
UserCPU time millis training
7425.044