Run
8552295

Run 8552295

Task 145972 (Supervised Classification) credit-g Uploaded 22-11-2017 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.trees1880
mlr.classif.ranger(15)_mtry10
mlr.classif.ranger(15)_min.node.size178
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.885175123461522
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
0.7706
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7105
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.281
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154.7088
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3525
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
0.721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.839
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9023
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.5433
UserCPU time millis
5.38
UserCPU time millis testing
0.49
UserCPU time millis training
4.89