Run
8038534

Run 8038534

Task 145972 (Supervised Classification) credit-g Uploaded 17-10-2017 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.trees114
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size80
mlr.classif.ranger(9)_sample.fraction0.339188426779583
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
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7151
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2921
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.5779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3539
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
0.7338
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8989
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1866.8213
UserCPU time millis
0.318
UserCPU time millis testing
0.043
UserCPU time millis training
0.275