Run
8653134

Run 8653134

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.trees1815
mlr.classif.ranger(15)_mtry33
mlr.classif.ranger(15)_min.node.size28
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.173622099077329
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
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8498
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-323.3273
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1586
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
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8964
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8964
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.28
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9236
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1392.5658
UserCPU time millis
16.01
UserCPU time millis testing
0.68
UserCPU time millis training
15.33