Run
8725529

Run 8725529

Task 3899 (Supervised Classification) mozilla4 Uploaded 29-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees431
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size3353
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.887881284812465
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11850.1455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1137
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
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9346
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9346
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2578
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5078
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1849.9303
UserCPU time millis
15.998
UserCPU time millis testing
0.722
UserCPU time millis training
15.276