Primal space in Pegasos

Sir has said "Pegasos Algo " will solve in primal space .what is primal space ?

There are generally two types of problems dual problem and primal problem. It can be proved that objective of both problems are so much related that optimization solution for one provides for another as well. Try it only if you are mathematcal geek, else there is no need. Dual problem is more complex to optimize, that is why we often go for primal solution and sir referred to it as primal space.

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