Run
1848253

Run 1848253

Task 219 (Supervised Classification) electricity Uploaded 02-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.preproc(25)Learner mlr.classif.C50.preproc from package(s) C50.
mlr.classif.C50.preproc(25)_openml.seed1
mlr.classif.C50.preproc(25)_openml.kindMersenne-Twister
mlr.classif.C50.preproc(25)_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
0.9541
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8116
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34416.3249
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1243
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
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2544
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2765
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5594
Cross-validation details (10-fold Crossvalidation)