Run
8356840

Run 8356840

Task 9976 (Supervised Classification) madelon Uploaded 31-10-2017 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.trees539
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size137
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.968926898995414
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
0.7088
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6364
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
122.7543
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4825
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
0.6367
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6365
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6365
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4844
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9688
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.7259
UserCPU time millis
57.285
UserCPU time millis testing
3.801
UserCPU time millis training
53.484