OpenML
7978434

Run 7978434

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.trees648
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size128
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.797734700958245
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
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8802
Cross-validation details (10-fold Crossvalidation)
KB relative information score
449.1047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1065
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
0.9441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9438
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9438
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2278
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2094
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.433
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1721.5644
UserCPU time millis
2.401
UserCPU time millis testing
0.138
UserCPU time millis training
2.263