@abraham30 wrote:
Hi Expert,
I am learning algorithm through self tutorial. I am not able to decide which algorithm can be used for below scenario. Could you please help me.
Suppose a patient took paracetamol drug and develop several adverse event (say 5). I would like to find out the worst event among all based on certain categorical parameters.
It means if parameter is present , then ‘1’ else ‘0’.The algorithm should check the cond. for first parameter. if yes, then it gives some score, then move to second parameter, if yes, again give some score. In this way, I need to traverse till end for the single patient. But in my dataset, more than 10000 patients are there, what could be the solution.
Pat_ID Adv.Event Param1 Param2 Param3 Param4 Param5 Param6 Param7 Pat_001 Fever 1 1 1 1 0 0 0 Pat_001 Nausea 0 0 1 0 1 0 1 Pat_001 Vomiting 1 0 0 1 0 0 0 Pat_001 Pneumonia 0 0 0 0 1 0 0 Pat_002 Dizziness 0 0 0 0 1 0 1 Pat_003 Urticaria 0 0 0 0 0 0 0 Pat_002 UTI 0 0 0 0 0 0 0 Pat_005 Hyperglycaemia 1 0 1 0 0 0 0 I am thinking of decision tree. But it is not working as unique Pat_id is there. I want to find the adverse event for every patients available in the database.
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