https://utsavdarlami.github.io/blogs/tags/bias/Recent content in Bias on felladogHugo -- gohugo.ioenTue, 13 Jul 2021 21:16:35 +0545https://utsavdarlami.github.io/blogs/notes/2021-06-03--11-07-01z--inductive_bias/Thu, 03 Jun 2021 16:52:00 +0545https://utsavdarlami.github.io/blogs/notes/2021-06-03--11-07-01z--inductive_bias/References : Reading: Tom Mitchell Lectures slides of chapter 2 Tom Mitchell, Machine Learning Chapter 2 To Read: https://en.wikipedia.org/wiki/Inductive%5Fbias Questions : The inductive bias of a learning algorithm is the set of assumptions that the learner uses to predict outputs given inputs that it has not encountered. Consider a concept learning algorithm L for the set of instances X. Let c be an arbitrary concept defined over X, and let \(D_c\) = {<x,c(x)>} be an arbitrary set of training examples of c.