Run
8139099

Run 8139099

Task 145972 (Supervised Classification) credit-g Uploaded 18-10-2017 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.trees974
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size179
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.999574796529487
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.7696
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7241
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
155.804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3523
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
0.7327
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.749
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.749
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8386
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9015
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1833.3232
Total cost
UserCPU time millis
3.658
UserCPU time millis testing
0.374
UserCPU time millis training
3.284