Run
3164

Run 3164

Task 19 (Supervised Classification) balance-scale Uploaded 27-02-2021 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.tuned(1)Learner mlr.classif.rpart.tuned from package(s) rpart.
mlr.classif.rpart.tuned(1)_xval0
mlr.classif.rpart.tuned(1)_openml.seed1
mlr.classif.rpart.tuned(1)_openml.kindMersenne-Twister
mlr.classif.rpart.tuned(1)_openml.normal.kindInversion
mlr.classif.rpart.tuned(1)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

19 Evaluation measures

Area under ROC curve
0.6766 ± 0.0545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3531 ± 0.1088
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3636 ± 0.0902
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2325 ± 0.0394
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.6512 ± 0.0591
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6512 ± 0.0591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3181 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6123 ± 0.1031
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4822 ± 0.0401
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1071 ± 0.0909
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.895
UserCPU time millis testing
0.016
UserCPU time millis training
0.879
Unweighted recall
0.4711 ± 0.0421
Cross-validation details (10-fold Crossvalidation)