Run
8172710

Run 8172710

Task 9889 (Supervised Classification) wilt Uploaded 19-10-2017 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.trees458
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size22
mlr.classif.ranger(9)_sample.fraction0.231320999888703
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
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6926
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2000.5108
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0467
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
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.592
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1728.9116
UserCPU time millis
5.497
UserCPU time millis testing
0.478
UserCPU time millis training
5.019