OpenML
8362729

Run 8362729

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.trees55
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size5
mlr.classif.ranger(13)_sample.fraction0.342774647730403
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
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8827
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12773.3379
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0842
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
0.9516
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9498
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1983
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4222
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.9758
UserCPU time millis
33.468
UserCPU time millis testing
1.987
UserCPU time millis training
31.481