Run
8039917

Run 8039917

Task 9889 (Supervised Classification) wilt 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.trees130
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size190
mlr.classif.ranger(9)_sample.fraction0.512104733893648
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
0.9829
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6832
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1610.0089
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0493
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
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1413
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6255
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1872.4881
UserCPU time millis
1.979
UserCPU time millis testing
0.096
UserCPU time millis training
1.883