Run
8261678

Run 8261678

Task 145854 (Supervised Classification) nomao Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees732
mlr.classif.ranger(9)_mtry74
mlr.classif.ranger(9)_min.node.size16965
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.88547636885196
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
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6727
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16921.4462
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2126
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
0.8666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.313
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6929
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1843.2914
UserCPU time millis
288.689
UserCPU time millis testing
3.681
UserCPU time millis training
285.008