Run
2147134

Run 2147134

Task 125923 (Supervised Classification) Australian Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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Flow

A1DE(1)A flow using A1DE 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
0.9196 ± 0.0276
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8544 ± 0.0325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7045 ± 0.066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
455.4354 ± 3.0921
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1736 ± 0.0208
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8555 ± 0.0296
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8551 ± 0.0313
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8551 ± 0.0313
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3514 ± 0.0422
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3298 ± 0.0318
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6637 ± 0.0641
Cross-validation details (10-fold Crossvalidation)