Run
8537468

Run 8537468

Task 145854 (Supervised Classification) nomao Uploaded 17-11-2017 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.trees151
mlr.classif.ranger(9)_mtry69
mlr.classif.ranger(9)_min.node.size443
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.908522895886563
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
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8749
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27333.1969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0882
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9491
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9491
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2161
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4386
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1763.6655
UserCPU time millis
406.264
UserCPU time millis testing
1.376
UserCPU time millis training
404.888