Run
2088010

Run 2088010

Task 3917 (Supervised Classification) kc1 Uploaded 27-04-2017 by OpenML_Bot R
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  • mlrRandomBot referenceV1 sciBenchV1.0
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Flow

mlr.classif.ranger(11)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(11)_num.trees2000
mlr.classif.ranger(11)_respect.unordered.factorsTRUE
mlr.classif.ranger(11)_num.threads1
mlr.classif.ranger(11)_verboseFALSE
mlr.classif.ranger(11)_openml.seed1
mlr.classif.ranger(11)_openml.kindMersenne-Twister
mlr.classif.ranger(11)_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
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8431
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3419
Cross-validation details (10-fold Crossvalidation)
KB relative information score
183.6464
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1971
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8416
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7534
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8826
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2078.5676
UserCPU time millis
21.92
UserCPU time millis testing
1.66
UserCPU time millis training
20.26