Run
10587722

Run 10587722

Task 31 (Supervised Classification) credit-g Uploaded 15-03-2022 by Sebastian Fischer
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Flow

mlr3.classif.rpart(1)Learner classif.rpart from package(s) mlr3, rpart.
mlr3.classif.rpart(1)_xval0

Result files

rds
Binary

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
0.6555 ± 0.0564
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.73 ± 0.0427
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3369 ± 0.1106
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3437 ± 0.0909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.257 ± 0.0356
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.743 ± 0.0356
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.728 ± 0.0447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.743 ± 0.0356
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6117 ± 0.0847
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.507 ± 0.0358
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1063 ± 0.0782
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.6555 ± 0.0564
Cross-validation details (10-fold Crossvalidation)