Run
2275732

Run 2275732

Task 21 (Supervised Classification) car Uploaded 19-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set2 test
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Flow

multilayerperceptron(1)A flow using multilayerperceptron 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
0.9998 ± 0.0004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9937 ± 0.0064
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9861 ± 0.014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1687.4303 ± 2.5088
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0064 ± 0.002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9938 ± 0.006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9936 ± 0.0064
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9936 ± 0.0064
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0278 ± 0.0089
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0482 ± 0.0183
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1426 ± 0.0541
Cross-validation details (10-fold Crossvalidation)