Run
2148444

Run 2148444

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

naivebayes(1)A flow using naivebayes 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
0.9951 ± 0.0064
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9533 ± 0.056
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.93 ± 0.0823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
140.1339 ± 0.8746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0338 ± 0.0278
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
0.9534 ± 0.0477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9533 ± 0.0549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9533 ± 0.0549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0761 ± 0.0626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1539 ± 0.0977
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3265 ± 0.2073
Cross-validation details (10-fold Crossvalidation)