OpenML
8652518

Run 8652518

Task 3903 (Supervised Classification) pc3 Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1379
mlr.classif.ranger(16)_mtry20
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.90271798055619
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8477
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8868
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-151.5715
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1426
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.9034
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7743
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2716
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8958
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1194.8306
UserCPU time millis
56.491
UserCPU time millis testing
1.392
UserCPU time millis training
55.099