Run
8210182

Run 8210182

Task 145848 (Supervised Classification) ilpd Uploaded 23-10-2017 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.trees1782
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size7
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.896807170356624
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
0.7249
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1683
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.9803
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3415
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6623
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8347
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4333
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9584
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1800.4404
UserCPU time millis
12.435
UserCPU time millis testing
1.35
UserCPU time millis training
11.085