Run
8634450

Run 8634450

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.trees1803
mlr.classif.ranger(15)_mtry19
mlr.classif.ranger(15)_min.node.size116
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.891877194540575
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
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8836
Cross-validation details (10-fold Crossvalidation)
KB relative information score
457.1997
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0968
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
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.207
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4406
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1481.9977
UserCPU time millis
15.63
UserCPU time millis testing
0.33
UserCPU time millis training
15.3