Run
8583250

Run 8583250

Task 146803 (Supervised Classification) credit-g Uploaded 28-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees144
mlr.classif.ranger(9)_mtry19
mlr.classif.ranger(9)_min.node.size87
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.274349887901917
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
0.7699
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6952
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
139.4955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3561
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
0.7181
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8477
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9078
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1809.0638
UserCPU time millis
0.775
UserCPU time millis testing
0.066
UserCPU time millis training
0.709