Run
8869821

Run 8869821

Task 219 (Supervised Classification) electricity 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
0.7367
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4907
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22817.4167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2401
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4915
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.49
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9914
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.07
UserCPU time millis testing
0.05
UserCPU time millis training
2.02