OpenML
2147259

Run 2147259

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

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
0.9774 ± 0.0227
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9133 ± 0.0783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.87 ± 0.116
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.1621 ± 0.4779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3034 ± 0.013
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
0.9142 ± 0.0747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9133 ± 0.0773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9133 ± 0.0773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6827 ± 0.0293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3372 ± 0.013
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7153 ± 0.0277
Cross-validation details (10-fold Crossvalidation)