Run
8363856

Run 8363856

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.trees41
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size33
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.816106436494738
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
0.9807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9484
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8813
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12832.7758
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0823
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
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9493
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9493
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1865
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1968
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4189
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1232.6213
UserCPU time millis
28.883
UserCPU time millis testing
0.974
UserCPU time millis training
27.909