Run
8763526

Run 8763526

Task 125923 (Supervised Classification) Australian Uploaded 31-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees792
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_sample.fraction0.158911728044041
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
0.9393
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.864
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7254
Cross-validation details (10-fold Crossvalidation)
KB relative information score
426.3255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2031
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.865
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3039
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6115
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1696.3555
UserCPU time millis
2.221
UserCPU time millis testing
0.318
UserCPU time millis training
1.903