Observed signal Missing Data et's say you're given a signal with some missing data, as shown in the figure above, and your oal is to fill in the blanks. 1. Would you say that this is a supervised learning, or an unsupervised learning problem? 2. Which of the following models do you think fits the data above? o y = A cos(wt + 4) o y = Aj cos(wit + o1) + A2 cos(wat + 2) o y = Ae-kt cos(wt + 4) 3. Describe how you would proceed to solve it if you were given such a problem.

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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Observed signal
Missing Data
t
Let's say you're given a signal with some missing data, as shown in the figure above, and your
goal is to fill in the blanks.
1. Would you say that this is a supervised learning, or an unsupervised learning problem?
2. Which of the following models do you think fits the data above?
o y = A cos(wt +¢)
o y = A1 cos(wit + 01) + A2 cos(wzt + ¢2)
o y = Ae-kt cos(wt + ø)
3. Describe how you would proceed to solve it if you were given such a problem.
Transcribed Image Text:Observed signal Missing Data t Let's say you're given a signal with some missing data, as shown in the figure above, and your goal is to fill in the blanks. 1. Would you say that this is a supervised learning, or an unsupervised learning problem? 2. Which of the following models do you think fits the data above? o y = A cos(wt +¢) o y = A1 cos(wit + 01) + A2 cos(wzt + ¢2) o y = Ae-kt cos(wt + ø) 3. Describe how you would proceed to solve it if you were given such a problem.
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