Run
8558116

Run 8558116

Task 145853 (Supervised Classification) madelon Uploaded 25-11-2017 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.trees1882
mlr.classif.ranger(9)_mtry249
mlr.classif.ranger(9)_min.node.size39
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.262720469990745
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
0.8502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7674
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
674.004
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.39
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
0.7713
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7799
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4175
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8351
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1809.8299
UserCPU time millis
358.453
UserCPU time millis testing
1.686
UserCPU time millis training
356.767