OpenML
2147271

Run 2147271

Task 219 (Supervised Classification) electricity Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set2 test
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Flow

j48(1)A flow using j48 for the POC.

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
0.9303 ± 0.0054
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9081 ± 0.0033
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.812 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35221.9296 ± 31.4971
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1132 ± 0.0035
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9081 ± 0.0033
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9081 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9081 ± 0.0034
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2316 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2843 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5752 ± 0.0117
Cross-validation details (10-fold Crossvalidation)