Run
8650737

Run 8650737

Task 145847 (Supervised Classification) hill-valley Uploaded 13-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1969
mlr.classif.ranger(15)_mtry68
mlr.classif.ranger(15)_min.node.size364
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.738007202092558
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.5582
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5402
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.4473
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5416
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.988
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9961
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1399.0961
UserCPU time millis
215.99
UserCPU time millis testing
0.68
UserCPU time millis training
215.31