Run
8361173

Run 8361173

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.trees1325
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size274
mlr.classif.ranger(13)_sample.fraction0.70291531609837
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
0.9708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9405
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8628
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12316.577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0984
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
0.946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4609
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1239.206
UserCPU time millis
646.618
UserCPU time millis testing
22.35
UserCPU time millis training
624.268