Run
523340

Run 523340

Task 219 (Supervised Classification) electricity Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(6)Learner classif.ctree from package(s) party.
classif.ctree(6)_seed1
classif.ctree(6)_kindMersenne-Twister
classif.ctree(6)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8033
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6099
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27553.6483
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1896
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
0.8098
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8104
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8104
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.388
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4354
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8809
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
28.975
UserCPU time millis testing
0.28
UserCPU time millis training
28.695