Run
8561091

Run 8561091

Task 145972 (Supervised Classification) credit-g Uploaded 26-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees211
mlr.classif.ranger(16)_mtry9
mlr.classif.ranger(16)_min.node.size17
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.921605522069149
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7511
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.388
Cross-validation details (10-fold Crossvalidation)
KB relative information score
215.9818
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3257
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
0.7515
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7751
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8843
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1360.8583
UserCPU time millis
2.064
UserCPU time millis testing
0.225
UserCPU time millis training
1.839