OpenML
10591838

Run 10591838

Task 9946 (Supervised Classification) wdbc Uploaded 08-02-2023 by Lei Zhang
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees663
mlr.classif.ranger(9)_mtry29
mlr.classif.ranger(9)_sample.fraction0.250806809170172
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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.

21 Evaluation measures

Area under ROC curve
0.9892 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9491 ± 0.0252
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8911 ± 0.0525
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.812 ± 0.038
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0948 ± 0.0177
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.949 ± 0.0254
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9491 ± 0.0251
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.949 ± 0.0254
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9526 ± 0.0055
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2027 ± 0.0373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1961 ± 0.0264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4056 ± 0.0533
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.199
UserCPU time millis testing
0.515
UserCPU time millis training
13.684
Unweighted recall
0.946 ± 0.0256
Cross-validation details (10-fold Crossvalidation)