Run
2148592

Run 2148592

Task 28 (Supervised Classification) optdigits 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
0.9966 ± 0.0011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9824 ± 0.0043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9804 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1681.9086 ± 0.2726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1601 ± 0
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9825 ± 0.0043
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9824 ± 0.0043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9824 ± 0.0043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8897 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2718 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9061 ± 0.0002
Cross-validation details (10-fold Crossvalidation)