Run
8501236

Run 8501236

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.trees978
mlr.classif.ranger(9)_mtry51
mlr.classif.ranger(9)_min.node.size238
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.168766193091869
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
0.6661
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6052
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
126.3888
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4817
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
0.6056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6054
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6054
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4856
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9712
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.3569
UserCPU time millis
10.248
UserCPU time millis testing
0.634
UserCPU time millis training
9.614