Run
8290909

Run 8290909

Task 145854 (Supervised Classification) nomao Uploaded 28-10-2017 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.trees1866
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size555
mlr.classif.ranger(13)_sample.fraction0.897321531712078
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
0.9873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9454
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26186.9258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1046
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
0.9454
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9458
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9458
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2564
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.0086
UserCPU time millis
4367.896
UserCPU time millis testing
88.269
UserCPU time millis training
4279.627