Run
1666422

Run 1666422

Task 3644 (Supervised Classification) bodyfat Uploaded 20-07-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ranger(4)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(4)_num.trees100
mlr.classif.ranger(4)_num.threads1
mlr.classif.ranger(4)_verboseFALSE
mlr.classif.ranger(4)_openml.seed1
mlr.classif.ranger(4)_openml.kindMersenne-Twister
mlr.classif.ranger(4)_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
0.9883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
245.9971
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0119
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1091
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2182
Cross-validation details (10-fold Crossvalidation)