OpenML
8651578

Run 8651578

Task 9946 (Supervised Classification) wdbc Uploaded 14-12-2017 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.trees980
mlr.classif.ranger(15)_mtry17
mlr.classif.ranger(15)_min.node.size9
mlr.classif.ranger(15)_sample.fraction0.299740444752388
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
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.898
Cross-validation details (10-fold Crossvalidation)
KB relative information score
468.0713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0903
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
0.193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.19
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3929
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1359.5348
UserCPU time millis
3.62
UserCPU time millis testing
0.17
UserCPU time millis training
3.45