Run
8855325

Run 8855325

Task 9970 (Supervised Classification) hill-valley Uploaded 28-01-2018 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.trees1874
mlr.classif.ranger(9)_mtry60
mlr.classif.ranger(9)_min.node.size61
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.211895009945147
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
0.5341
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5133
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0314
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.5661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4936
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
0.516
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5157
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5157
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9978
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1747.6591
UserCPU time millis
79.172
UserCPU time millis testing
0.638
UserCPU time millis training
78.534