Run
8505580

Run 8505580

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.trees385
mlr.classif.ranger(9)_mtry437
mlr.classif.ranger(9)_min.node.size876
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.615225463244133
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
0.6619
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6166
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
188.7566
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4719
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
0.6173
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6169
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6169
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4846
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9693
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1738.1879
UserCPU time millis
18.608
UserCPU time millis testing
0.47
UserCPU time millis training
18.138