Run
8252831

Run 8252831

Task 145972 (Supervised Classification) credit-g Uploaded 26-10-2017 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.trees1380
mlr.classif.ranger(9)_mtry17
mlr.classif.ranger(9)_min.node.size17
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.756079710810445
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
0.7865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.407
Cross-validation details (10-fold Crossvalidation)
KB relative information score
220.1195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3236
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
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.768
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.768
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7701
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.884
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.3236
UserCPU time millis
14.82
UserCPU time millis testing
1.103
UserCPU time millis training
13.717