OpenML
8352221

Run 8352221

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.trees1032
mlr.classif.ranger(13)_mtry33
mlr.classif.ranger(13)_min.node.size28
mlr.classif.ranger(13)_sample.fraction0.479123075003736
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
0.8015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7312
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4654
Cross-validation details (10-fold Crossvalidation)
KB relative information score
369.6002
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4437
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
0.7378
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7327
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7327
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8873
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9061
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1253.8505
UserCPU time millis
322.356
UserCPU time millis testing
6.176
UserCPU time millis training
316.18