Run
8416483

Run 8416483

Task 145854 (Supervised Classification) nomao Uploaded 02-11-2017 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.trees1934
mlr.classif.ranger(13)_mtry34
mlr.classif.ranger(13)_min.node.size955
mlr.classif.ranger(13)_sample.fraction0.329727356089279
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
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9272
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8183
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24736.9316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1209
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
0.9292
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9289
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9289
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5017
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.3233
UserCPU time millis
3900.726
UserCPU time millis testing
71.609
UserCPU time millis training
3829.117