Run
8481484

Run 8481484

Task 145853 (Supervised Classification) madelon Uploaded 05-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees545
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size5
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.340936432243325
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.7441
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6728
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3477
Cross-validation details (10-fold Crossvalidation)
KB relative information score
224.4815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4668
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9337
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9437
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.6571
UserCPU time millis
104.332
UserCPU time millis testing
4.578
UserCPU time millis training
99.754