AAIA'15 Data Mining Competition: Tagging Firefighter Activities at a Fire Scene

Number of unique firefighters?
by dymitrruta - Thursday, March 19, 2015, 04:37:54
Dear Organisers, is it possible to know how many unique firefighters were employed to generate the training and testing data? Regards
Re: Number of unique firefighters?
by janek - Thursday, March 19, 2015, 20:42:47

Dear Dymitr,

this is indeed a very good question. There were 8 unique firefighters. They all had slightly different excercise scenarios.

Best regards,

Andrzej Janusz

Re: Number of unique firefighters?
by zagorecki - Tuesday, May 12, 2015, 21:29:07

Folks, 

I must be missing a point here -- why do you think the information about the number of firefighters is important? 

Take care, 

Adam

 

 

Re: Number of unique firefighters?
by jan - Thursday, May 21, 2015, 23:01:14

Hi All,

While I don't think that the information about the number of firefighters is important, it would be really helpful to know the ID of firefighers assigned to particular row in the dataset. The fact that the activites in test data are performed by different people changes the game completely. It would be good, for example, to run x-validation procedure not randomly over data but over IDs of firefighters to get more reliable error estimates (so that test fold "is performed" by different firemen).

Those are my thoughts, anyone agrees?

Best,

Janek

Re: Number of unique firefighters?
by mich - Wednesday, May 27, 2015, 19:46:52

Hi Jan, -

Yes - I would agree that the information about ID of firefighter would be very helpfull. Even more - not only in validation procedure but also for classification as well. From the application point of view, however, general algorithm that needs to be learne only once is more needed. 

best regards
Michał