Run
10587905

Run 10587905

Task 1 (Supervised Classification) anneal Uploaded 21-07-2022 by Sebastian Fischer
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Flow

mlr3.classif.rpart(5)Learner classif.rpart from package(s) mlr3, rpart.
mlr3.classif.rpart(5)_xval[0]

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.

17 Evaluation measures

Area under ROC curve
0.8685 ± 0.0324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9047 ± 0.0234
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7637 ± 0.0412
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7363 ± 0.0396
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0308 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.9076 ± 0.0196
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9045 ± 0.0234
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9076 ± 0.0196
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1915 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2294 ± 0.047
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1755 ± 0.0182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6798 ± 0.0657
Cross-validation details (10-fold Crossvalidation)
Total cost