Run
1811102

Run 1811102

Task 3751 (Supervised Classification) fri_c0_500_50 Uploaded 07-08-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.bagged(2)Learner mlr.classif.rpart.bagged from package(s) rpart.
mlr.classif.rpart.bagged(2)_bw.iters100
mlr.classif.rpart.bagged(2)_xval0
mlr.classif.rpart.bagged(2)_openml.seed1
mlr.classif.rpart.bagged(2)_openml.kindMersenne-Twister
mlr.classif.rpart.bagged(2)_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
0.8166
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8172
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6348
Cross-validation details (10-fold Crossvalidation)
KB relative information score
317.8482
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.182
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4997
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8213
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9996
Cross-validation details (10-fold Crossvalidation)
Recall
0.818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3642
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8535
Cross-validation details (10-fold Crossvalidation)