Run
8656669

Run 8656669

Task 145878 (Supervised Classification) wdbc Uploaded 16-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1644
mlr.classif.ranger(16)_mtry16
mlr.classif.ranger(16)_min.node.size51
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.167371089011431
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8763
Cross-validation details (10-fold Crossvalidation)
KB relative information score
438.0696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1187
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
0.9422
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2539
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2093
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
919.7507
UserCPU time millis
4.204
UserCPU time millis testing
0.426
UserCPU time millis training
3.778