Run
6357654

Run 6357654

Task 145853 (Supervised Classification) madelon Uploaded 29-08-2017 by OpenML_Bot R
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  • AzureBot20 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees5
mlr.classif.ranger(13)_mtry466
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.26403447559569
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
0.7467
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6792
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3585
Cross-validation details (10-fold Crossvalidation)
KB relative information score
665.4427
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3814
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
0.6793
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4577
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9154
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1233.9921
UserCPU time millis
24.786
UserCPU time millis testing
1.486
UserCPU time millis training
23.3