Run
6239935

Run 6239935

Task 3485 (Supervised Classification) scene Uploaded 28-08-2017 by OpenML_Bot R
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  • AzureBot3 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1416
mlr.classif.ranger(13)_mtry123
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.316097017168067
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9688
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7557
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1283.1893
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1508
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9377
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9377
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6027
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.544
UserCPU time millis
1794.371
UserCPU time millis testing
5.53
UserCPU time millis training
1788.841