OpenML
8653164

Run 8653164

Task 3903 (Supervised Classification) pc3 Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1825
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size7
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.88271317849867
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-188.4726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1487
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
0.8752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9008
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.9008
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2713
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.895
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1397.0223
UserCPU time millis
25.7
UserCPU time millis testing
1.38
UserCPU time millis training
24.32