Run
8235262

Run 8235262

Task 145847 (Supervised Classification) hill-valley Uploaded 24-10-2017 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.trees396
mlr.classif.ranger(9)_mtry82
mlr.classif.ranger(9)_min.node.size248
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.910008690273389
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
0.5742
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0957
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.1868
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4837
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
0.548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9673
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
790.2522
UserCPU time millis
235.707
UserCPU time millis testing
0.387
UserCPU time millis training
235.32