Run
2147281

Run 2147281

Task 6 (Supervised Classification) letter Uploaded 12-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set1 train
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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
0.9477 ± 0.0069
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8258 ± 0.0106
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8187 ± 0.0093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16602.3443 ± 20.5674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0155 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8334 ± 0.006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8257 ± 0.009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8257 ± 0.009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2092 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1081 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.562 ± 0.0153
Cross-validation details (10-fold Crossvalidation)