Run
8571006

Run 8571006

Task 145853 (Supervised Classification) madelon Uploaded 27-11-2017 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.trees1684
mlr.classif.ranger(9)_mtry106
mlr.classif.ranger(9)_min.node.size107
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.981285275518894
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
0.9104
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8442
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6885
Cross-validation details (10-fold Crossvalidation)
KB relative information score
985.1741
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3348
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
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8442
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8442
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3728
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7457
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1735.5975
UserCPU time millis
420.344
UserCPU time millis testing
1.855
UserCPU time millis training
418.489