OpenML
2471223

Run 2471223

Task 3902 (Supervised Classification) pc4 Uploaded 24-06-2017 by OpenML_Bot R
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  • AzureBot5 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.trees54
mlr.classif.ranger(13)_mtry24
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.632497386424802
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
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
364.9736
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1264
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.904
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.904
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.249
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7607
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1247.0821
UserCPU time millis
4.523
UserCPU time millis testing
0.159
UserCPU time millis training
4.364