Run
8314292

Run 8314292

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.trees375
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size102
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.40472695871722
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
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7907
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
475.3199
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2278
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
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8438
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8438
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7743
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3139
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8188
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1329.1712
UserCPU time millis
28.04
UserCPU time millis testing
1.896
UserCPU time millis training
26.144