Run
8634451

Run 8634451

Task 145878 (Supervised Classification) wdbc Uploaded 10-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1333
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size86
mlr.classif.ranger(15)_sample.fraction0.938755749026313
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8982
Cross-validation details (10-fold Crossvalidation)
KB relative information score
455.6692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1009
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
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9525
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2157
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2026
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.419
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1439.1086
UserCPU time millis
5.01
UserCPU time millis testing
0.27
UserCPU time millis training
4.74