Run
8833942

Run 8833942

Task 145854 (Supervised Classification) nomao Uploaded 25-01-2018 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.trees609
mlr.classif.ranger(9)_mtry66
mlr.classif.ranger(9)_min.node.size705
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.200373137090355
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
0.9794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24729.0767
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1196
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
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9244
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2931
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2299
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.509
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1810.8437
UserCPU time millis
418.521
UserCPU time millis testing
3.825
UserCPU time millis training
414.696