Run
8203651

Run 8203651

Task 145972 (Supervised Classification) credit-g Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees819
mlr.classif.ranger(9)_mtry16
mlr.classif.ranger(9)_min.node.size24
mlr.classif.ranger(9)_sample.fraction0.104294643062167
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7074
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.1343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3581
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8522
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4113
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8976
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1761.6869
UserCPU time millis
1.805
UserCPU time millis testing
0.227
UserCPU time millis training
1.578