OpenML
8351310

Run 8351310

Task 145853 (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.trees1840
mlr.classif.ranger(13)_mtry21
mlr.classif.ranger(13)_min.node.size27
mlr.classif.ranger(13)_sample.fraction0.637563962535933
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
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7129
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
312.0212
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4532
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
0.7183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7142
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7142
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9063
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9202
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.7267
UserCPU time millis
539.483
UserCPU time millis testing
12.225
UserCPU time millis training
527.258