Run
8670576

Run 8670576

Task 145878 (Supervised Classification) wdbc Uploaded 24-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1027
mlr.classif.ranger(9)_mtry16
mlr.classif.ranger(9)_min.node.size36
mlr.classif.ranger(9)_sample.fraction0.521419084607624
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9542
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9019
Cross-validation details (10-fold Crossvalidation)
KB relative information score
464.3035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0928
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9542
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9543
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9543
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4059
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1740.9661
UserCPU time millis
4.932
UserCPU time millis testing
0.199
UserCPU time millis training
4.733