i am working on motor insurance data set , want to create a model to payment by thirdparty based on input values no. of claims, insured, area ,etc...
this data set contains 2000, records. and i want to model , total amount to pay for insurance comapny.
my question is:
ón this size of data , is it necessary to partion data in to training and validation,