Run
10417553

Run 10417553

Task 32 (Supervised Classification) pendigits 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)_testtypeBonferroni
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
0.549 ± 0.0026
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.098 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.1521 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1617 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1915 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Recall
0.1915 ± 0.0048
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8985 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4021 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3405 ± 0.004
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.57
UserCPU time millis testing
0.05
UserCPU time millis training
1.52