Run
1816262

Run 1816262

Task 39 (Supervised Classification) sonar Uploaded 16-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(21)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(21)_xval0
mlr.classif.rpart(21)_openml.seed1
mlr.classif.rpart(21)_openml.kindMersenne-Twister
mlr.classif.rpart(21)_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
0.7019
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7022
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.1883
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2981
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.703
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5988
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0944
Cross-validation details (10-fold Crossvalidation)