Run
8373607

Run 8373607

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.trees562
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size143
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.961296812305227
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
0.5617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5468
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.9306
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4882
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
0.5471
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.547
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.547
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9763
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9975
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.5512
UserCPU time millis
43.309
UserCPU time millis testing
1.55
UserCPU time millis training
41.759