Run
8114496

Run 8114496

Task 145972 (Supervised Classification) credit-g Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1910
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size66
mlr.classif.ranger(9)_sample.fraction0.177112153614871
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
0.7864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
113.4251
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3734
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
0.7231
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8887
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9138
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1866.0766
UserCPU time millis
3.042
UserCPU time millis testing
0.464
UserCPU time millis training
2.578