Run
8544065

Run 8544065

Task 146803 (Supervised Classification) credit-g Uploaded 19-11-2017 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.trees575
mlr.classif.ranger(15)_mtry14
mlr.classif.ranger(15)_min.node.size172
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.507784372009337
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
0.7663
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6951
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2426
Cross-validation details (10-fold Crossvalidation)
KB relative information score
135.3128
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3584
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
0.714
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.734
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.734
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.853
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9102
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1310.3805
UserCPU time millis
1.24
UserCPU time millis testing
0.16
UserCPU time millis training
1.08