Run
2148611

Run 2148611

Task 2074 (Supervised Classification) satimage Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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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
0.9594 ± 0.0049
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8639 ± 0.0157
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8362 ± 0.0195
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2187.5485 ± 2.1687
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2259 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8621 ± 0.016
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8678 ± 0.0157
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.8678 ± 0.0157
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8362 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3156 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8587 ± 0.0023
Cross-validation details (10-fold Crossvalidation)