Run
1811108

Run 1811108

Task 3645 (Supervised Classification) fri_c1_500_25 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
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
373.1488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.126
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4977
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967
Cross-validation details (10-fold Crossvalidation)
Recall
0.874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.355
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7116
Cross-validation details (10-fold Crossvalidation)