Run
8501754

Run 8501754

Task 145853 (Supervised Classification) madelon Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1907
mlr.classif.ranger(9)_mtry499
mlr.classif.ranger(9)_min.node.size994
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.828296775766648
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
0.6872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6349
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2854
Cross-validation details (10-fold Crossvalidation)
KB relative information score
313.7651
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4508
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
0.6559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6427
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6427
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9016
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4722
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9444
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.0623
UserCPU time millis
163.825
UserCPU time millis testing
1.046
UserCPU time millis training
162.779