On what basis any algorithm is selected?

@Rohit_Nair wrote:

Hello all,

I just have a basic doubt , like what algorithm should we select for any problem?

Suppose i m going to work on any Kaggle problem. So on what basis should i select any algorithm ?

I participated in 2 kaggle problem. Bike share and Rossman.

In Rossman mostly people used XGboost and RandomForest.

So my doubt is on what basis are they selecting those algorthims ?

@Lesaffrea @kunal @shuvayan @Aarshay Please help me with this doubt

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