Run
8757097

Run 8757097

Task 145847 (Supervised Classification) hill-valley Uploaded 31-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees107
mlr.classif.ranger(16)_mtry47
mlr.classif.ranger(16)_min.node.size70
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.22063486543484
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.5322
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.643
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4942
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
0.5185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5182
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5182
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9884
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9994
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1356.4025
UserCPU time millis
3.921
UserCPU time millis testing
0.092
UserCPU time millis training
3.829