OpenML
2147252

Run 2147252

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

hyperpipes(1)A flow using hyperpipes 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
0.7938 ± 0.0097
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2542 ± 0.0127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.8194 ± 0.2107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1796 ± 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
0.502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3294 ± 0.0116
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.3294 ± 0.0116
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9978 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2994 ± 0
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9979 ± 0.0001
Cross-validation details (10-fold Crossvalidation)