Run
8869823

Run 8869823

Task 2079 (Supervised Classification) eucalyptus Uploaded 02-03-2018 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(47)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(47)_xval0
mlr.classif.rpart(47)_openml.seed1
mlr.classif.rpart(47)_openml.kindMersenne-Twister
mlr.classif.rpart(47)_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.

20 Evaluation measures

Area under ROC curve
0.7514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6092
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
394.8294
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1533
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6195
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.6168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4893
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3915
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9893
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
115.31
UserCPU time millis testing
0.05
UserCPU time millis training
115.26