Run
8464146

Run 8464146

Task 145854 (Supervised Classification) nomao Uploaded 03-11-2017 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.trees1141
mlr.classif.ranger(13)_mtry23
mlr.classif.ranger(13)_min.node.size109
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.757760743401013
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
0.9912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8984
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28253.6325
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0777
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1904
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1799
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3982
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.1736
UserCPU time millis
5602.288
UserCPU time millis testing
63.013
UserCPU time millis training
5539.275