Run
8228571

Run 8228571

Task 9889 (Supervised Classification) wilt Uploaded 24-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees915
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size771
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.517757499450818
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9557
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6358
Cross-validation details (10-fold Crossvalidation)
KB relative information score
900.5401
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.065
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
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9694
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9694
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6355
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1654
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7322
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
739.0333
UserCPU time millis
24.315
UserCPU time millis testing
1.083
UserCPU time millis training
23.232