Run
8540004

Run 8540004

Task 145854 (Supervised Classification) nomao Uploaded 18-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees989
mlr.classif.ranger(9)_mtry40
mlr.classif.ranger(9)_min.node.size142
mlr.classif.ranger(9)_sample.fraction0.162047928594984
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
0.9853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8605
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26347.0324
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1006
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
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9438
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9438
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2077
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4599
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.4335
UserCPU time millis
434.291
UserCPU time millis testing
7.797
UserCPU time millis training
426.494