OpenML
7978667

Run 7978667

Task 145878 (Supervised Classification) wdbc Uploaded 17-10-2017 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.trees553
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size202
mlr.classif.ranger(9)_sample.fraction0.511870065541007
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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9255
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8394
Cross-validation details (10-fold Crossvalidation)
KB relative information score
395.775
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1604
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
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9262
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1872.8797
UserCPU time millis
0.615
UserCPU time millis testing
0.071
UserCPU time millis training
0.544