Run
8361838

Run 8361838

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.trees1269
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_sample.fraction0.928751689009368
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
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13088.092
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0742
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
0.9566
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1682
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3994
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.8321
UserCPU time millis
1168.528
UserCPU time millis testing
35.957
UserCPU time millis training
1132.571