OpenML
2147154

Run 2147154

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

A1DE(1)A flow using A1DE 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
0.8769 ± 0.0063
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7983 ± 0.0064
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5857 ± 0.0133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21543.0316 ± 48.243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2658 ± 0.0049
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
0.7985 ± 0.0063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7993 ± 0.0062
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7993 ± 0.0062
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5441 ± 0.0101
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3743 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7573 ± 0.0104
Cross-validation details (10-fold Crossvalidation)