Consider the following 6 2-dimensional points: a(5,5), ь(5,7), с(7,8), d(в,4), e(3,6), f(4, 8) Assume that we need to find the outlier in this tiny data set. Please apply the Manhattan distance to answer the following questions. (Manhattan distance is defin a plane with P1 at (x1, Y1) and p2 at (x2, Y2), it is |x1 - x21 + ly1 - Y21) • Consider the distance-based model introduced in class, let e be 4, and the size threshold be 3, which data point(s) would be identified as outlier(s)? o Consider the density-based model introduced in class, let k = 3, what is the local outlier factor of data point and c, respectively?

Algebra & Trigonometry with Analytic Geometry
13th Edition
ISBN:9781133382119
Author:Swokowski
Publisher:Swokowski
Chapter7: Analytic Trigonometry
Section7.6: The Inverse Trigonometric Functions
Problem 91E
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Consider the following 6 2-dimensional points:
a(5,5). ь(5,7), с(, 8), d(8,4). e(3,6), f(4,8)
Assume that we need to find the outlier in this tiny data set. Please apply the Manhattan distance to answer the following questions. (Manhattan distance is defin
a plane with p1 at (x1, y1) and p2 at (x2, y2), it is |x1 - x21 + ly1 - Y21)
• Consider the distance-based model introduced in class, let ɛ be 4, and the size threshold be 3, which data point(s) would be identified as outlier(s)?
• Consider the density-based model introduced in class, let k = 3, what is the local outlier factor of data point d and c, respectively?
Transcribed Image Text:Consider the following 6 2-dimensional points: a(5,5). ь(5,7), с(, 8), d(8,4). e(3,6), f(4,8) Assume that we need to find the outlier in this tiny data set. Please apply the Manhattan distance to answer the following questions. (Manhattan distance is defin a plane with p1 at (x1, y1) and p2 at (x2, y2), it is |x1 - x21 + ly1 - Y21) • Consider the distance-based model introduced in class, let ɛ be 4, and the size threshold be 3, which data point(s) would be identified as outlier(s)? • Consider the density-based model introduced in class, let k = 3, what is the local outlier factor of data point d and c, respectively?
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