Run
8561048

Run 8561048

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.trees1409
mlr.classif.ranger(16)_mtry12
mlr.classif.ranger(16)_min.node.size188
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.935476729855873
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.7645
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7274
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3255
Cross-validation details (10-fold Crossvalidation)
KB relative information score
157.0376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.351
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
0.7313
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
0.8354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9046
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.6968
UserCPU time millis
5.653
UserCPU time millis testing
0.575
UserCPU time millis training
5.078