Run
2275735

Run 2275735

Task 21 (Supervised Classification) car Uploaded 19-05-2017 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
0.9536 ± 0.0179
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9385 ± 0.0193
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8664 ± 0.0413
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5.2506 ± 1.231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2558 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9393 ± 0.0194
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9381 ± 0.0191
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9381 ± 0.0191
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1173 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3201 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9467 ± 0.007
Cross-validation details (10-fold Crossvalidation)