Run
8653917

Run 8653917

Task 3913 (Supervised Classification) kc2 Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees504
mlr.classif.ranger(15)_mtry10
mlr.classif.ranger(15)_min.node.size325
mlr.classif.ranger(15)_sample.fraction0.968787235324271
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8434
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5155
Cross-validation details (10-fold Crossvalidation)
KB relative information score
125.4218
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2299
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8422
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.8448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.704
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3398
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8418
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1397.1771
UserCPU time millis
0.68
UserCPU time millis testing
0.13
UserCPU time millis training
0.55