Run
8324568

Run 8324568

Task 145854 (Supervised Classification) nomao Uploaded 30-10-2017 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.trees1000
mlr.classif.ranger(13)_mtry15
mlr.classif.ranger(13)_min.node.size2728
mlr.classif.ranger(13)_sample.fraction0.750874645961449
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
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23605.9149
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1391
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9282
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9281
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3407
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2313
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.512
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1212.4909
UserCPU time millis
1644.246
UserCPU time millis testing
35.432
UserCPU time millis training
1608.814