Run
2148772

Run 2148772

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

smo(1)A flow using smo 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
0.7354 ± 0.008
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7509 ± 0.0079
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4883 ± 0.016
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22732.6566 ± 67.6206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.241 ± 0.0072
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
0.7655 ± 0.0073
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.759 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.759 ± 0.0072
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4933 ± 0.0148
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.491 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9933 ± 0.0149
Cross-validation details (10-fold Crossvalidation)