Run
8208130

Run 8208130

Task 145972 (Supervised Classification) credit-g Uploaded 23-10-2017 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.trees1286
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size49
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.609472315595485
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
0.7873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7435
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3657
Cross-validation details (10-fold Crossvalidation)
KB relative information score
188.2952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3393
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
0.7486
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.762
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.885
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1768.46
UserCPU time millis
6.68
UserCPU time millis testing
0.635
UserCPU time millis training
6.045