The evaluation section describes how submissions will be scored and how participants should format their submissions. You don't need a sub-title at the top; the page title appears above. Below is an example of a typical evaluation page.

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Submissions are evaluated on [area under the ROC curve](http://en.wikipedia.org/wiki/Receiver_operating_characteristic) between the predicted probability and the observed target.


## Submission File
Les prédictions doivent être sauvegardées dans un fichier votreNom_Prenom_Master.csv en respectant la même forme que le fichier sample_submission.csv:


ID,class
filename1,apple
filename2,apple
filename2,malay_apple
etc.`
```