Run
10417547

Run 10417547

Task 9978 (Supervised Classification) ozone-level-8hr Uploaded 17-11-2019 by chimi wangmo
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Flow

mlr.classif.ctree(18)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(18)_testtypeUnivariate
mlr.classif.ctree(18)_stumpTRUE
mlr.classif.ctree(18)_openml.seed1
mlr.classif.ctree(18)_openml.kindMersenne-Twister
mlr.classif.ctree(18)_openml.normal.kindInversion
mlr.classif.ctree(18)_openml.sample.kindRejection

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.

18 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.2433 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0631 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9369 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3398 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Recall
0.9369 ± 0.0001
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5323 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2513 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0331 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.98
UserCPU time millis testing
0.12
UserCPU time millis training
0.86