Run
8370593

Run 8370593

Task 9970 (Supervised Classification) hill-valley Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1872
mlr.classif.ranger(13)_mtry17
mlr.classif.ranger(13)_min.node.size975
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.905637514358386
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.4984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5085
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0182
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9664
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4997
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
0.5091
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5091
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5091
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9995
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0025
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.2492
UserCPU time millis
35.264
UserCPU time millis testing
1.683
UserCPU time millis training
33.581