Run
8580006

Run 8580006

Task 9889 (Supervised Classification) wilt Uploaded 28-11-2017 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.trees323
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size330
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.239669877733104
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
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4625
Cross-validation details (10-fold Crossvalidation)
KB relative information score
340.0944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0701
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6861
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1705
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7547
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1738.9446
UserCPU time millis
3.823
UserCPU time millis testing
0.237
UserCPU time millis training
3.586