Run
8872420

Run 8872420

Task 11 (Supervised Classification) balance-scale Uploaded 05-03-2018 by Raphaël Couronné
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Flow

mlr.classif.ctree(17)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(17)_testtypeUnivariate
mlr.classif.ctree(17)_stumpTRUE
mlr.classif.ctree(17)_openml.seed1
mlr.classif.ctree(17)_openml.kindMersenne-Twister
mlr.classif.ctree(17)_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
0.6157
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
164.3585
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5396
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.5856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2067
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.389
UserCPU time millis testing
0.052
UserCPU time millis training
0.337