Run
8361973

Run 8361973

Task 3899 (Supervised Classification) mozilla4 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.trees213
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size166
mlr.classif.ranger(13)_sample.fraction0.908701707865112
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
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8707
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12516.8365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0923
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9478
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2091
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.209
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4449
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.0309
UserCPU time millis
132.753
UserCPU time millis testing
4.396
UserCPU time millis training
128.357