Run
8073444

Run 8073444

Task 3903 (Supervised Classification) pc3 Uploaded 18-10-2017 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.trees151
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size8
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.971821610839106
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
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8723
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-201.729
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1504
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9002
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.9002
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8165
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2713
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.895
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1864.6665
UserCPU time millis
1.871
UserCPU time millis testing
0.176
UserCPU time millis training
1.695