Run
1832296

Run 1832296

Task 3691 (Supervised Classification) sensory Uploaded 07-10-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.bagged(5)Learner mlr.classif.rpart.bagged from package(s) rpart.
mlr.classif.rpart.bagged(5)_bw.iters100
mlr.classif.rpart.bagged(5)_xval0
mlr.classif.rpart.bagged(5)_openml.seed1
mlr.classif.rpart.bagged(5)_openml.kindMersenne-Twister
mlr.classif.rpart.bagged(5)_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
0.7099
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.724
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
248.485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2726
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4856
Cross-validation details (10-fold Crossvalidation)
Number of instances
576
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7249
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7274
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9792
Cross-validation details (10-fold Crossvalidation)
Recall
0.7274
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5221
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0596
Cross-validation details (10-fold Crossvalidation)