Solution-Suggest a learning algorithm for the problem

Suggest a learning algorithm for the problem

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Question

Well-posed Machine Learning problems

(a) What is required to define a well-posed learning problem ?

(b) Here are two potential real-world application tasks for machine learning:

1. a winery wishes to uncover relationships between records of the quantitative analyses of its wines from the lab and some key subjective descriptions applied to its wine (e.g. dry, fruity, light, etc.)

2. you want to predict students' marks in the nal exam of COMP9417 given their marks from the other assessable components in the course | you may assume that the corresponding data from previous years is available Pick one of the tasks and state how you would dene it as a well-posed machine learning problem in terms of the above requirements.

(c) Suggest a learning algorithm for the problem you chose (give the name, and in a sentence explain why it would be a good choice).

Reference no: EM13326466

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What is required to define a well-posed learning problem : Write an algorithm called \Find-G" to nd a maximally-general consistent hypothesis. You can assume the data will be noise-free and that the target concept is in the hypothesis space.

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Suggest a learning algorithm for the problem

Reference no: EM13326466

Reference no: EM13326466

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