Run
8546029

Run 8546029

Task 145972 (Supervised Classification) credit-g Uploaded 20-11-2017 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.trees1750
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size5
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.436798620363697
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
0.8008
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7268
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
169.3994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3511
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
0.7531
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.76
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.76
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8355
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8833
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1325.1852
UserCPU time millis
9.57
UserCPU time millis testing
1.11
UserCPU time millis training
8.46