Run
8758882

Run 8758882

Task 145854 (Supervised Classification) nomao Uploaded 31-12-2017 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.trees1746
mlr.classif.ranger(9)_mtry29
mlr.classif.ranger(9)_min.node.size526
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.788197882380337
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
0.9863
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8651
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26605.8816
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0973
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
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2384
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2039
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4515
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1725.385
UserCPU time millis
2343.93
UserCPU time millis testing
18.96
UserCPU time millis training
2324.97