Run
2087976

Run 2087976

Task 3903 (Supervised Classification) pc3 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
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1696
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-243.6295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1534
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.9015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8329
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8965
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2079.7709
UserCPU time millis
16.11
UserCPU time millis testing
0.96
UserCPU time millis training
15.15