OpenML
2147273

Run 2147273

Task 59 (Supervised Classification) iris Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set2 test
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Flow

j48(1)A flow using j48 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
0.9565 ± 0.0543
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9471 ± 0.0683
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.92 ± 0.1033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.3715 ± 1.3789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0436 ± 0.0442
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
0.9479 ± 0.0523
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9467 ± 0.0689
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9467 ± 0.0689
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0982 ± 0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.183 ± 0.1333
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3881 ± 0.2829
Cross-validation details (10-fold Crossvalidation)