Run
8316293

Run 8316293

Task 3485 (Supervised Classification) scene Uploaded 29-10-2017 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.trees1346
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size182
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.394248416344635
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
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
384.4018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2361
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
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8251
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8251
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8027
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3224
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8409
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1322.7231
UserCPU time millis
80.437
UserCPU time millis testing
3.442
UserCPU time millis training
76.995