Run
8441118

Run 8441118

Task 9889 (Supervised Classification) wilt Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1360
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_sample.fraction0.806313241482712
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3154.6188
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0245
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
0.9843
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2399
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4749
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.375
UserCPU time millis
205.112
UserCPU time millis testing
8.621
UserCPU time millis training
196.491