Run
2152877

Run 2152877

Task 59 (Supervised Classification) iris Uploaded 16-05-2017 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
0.9768 ± 0.0251
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.96 ± 0.048
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.94 ± 0.0699
Cross-validation details (10-fold Crossvalidation)
KB relative information score
90.8539 ± 0.4412
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2311 ± 0.0104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9605 ± 0.0355
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.96 ± 0.0466
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.96 ± 0.0466
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.52 ± 0.0233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.288 ± 0.0177
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.611 ± 0.0376
Cross-validation details (10-fold Crossvalidation)