Run
1871795

Run 1871795

Task 3950 (Supervised Classification) musk Uploaded 29-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(7)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(7)_num.trees1483
mlr.classif.ranger(7)_mtry1
mlr.classif.ranger(7)_sample.fraction0.732723108888604
mlr.classif.ranger(7)_respect.unordered.factorsTRUE
mlr.classif.ranger(7)_num.threads1
mlr.classif.ranger(7)_verboseFALSE
mlr.classif.ranger(7)_openml.seed1
mlr.classif.ranger(7)_openml.kindMersenne-Twister
mlr.classif.ranger(7)_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.

17 Evaluation measures

Area under ROC curve
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4337.8812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.095
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Number of instances
6598
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9605
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1774
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4912
Cross-validation details (10-fold Crossvalidation)