Given a model prediction ŷ = ƒ (x), where x is our input data (consisting of N data items) y is our true labels and ƒ is our model, which statement best matches our least squares cost function ΟΙ ΣΝ (3 - 0;) 2N ΣN |yi − ŷi | 2¹ IIÑ (yi — ŷ;)² (y₁ - £₁) ² II (3-9₁) ³ · ΣN (xi — ŷi)² ON

Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
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Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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Given a model prediction ŷ = f (x), where x is our input data (consisting of N data items) y is our
true labels and f is our model, which statement best matches our least squares cost function
Ο
1
2N
ΟΑΣ |y - 34|
2N
2N
1
2N
-
ΣN (Yi — ŷ₁)²
1
2N
II (yi — ŷ₁)²
-
ΣN (Yi — xi) ²
-
II (yi – ŷi )³
Ο -
ΣN (xi – ŷi)²
Transcribed Image Text:Given a model prediction ŷ = f (x), where x is our input data (consisting of N data items) y is our true labels and f is our model, which statement best matches our least squares cost function Ο 1 2N ΟΑΣ |y - 34| 2N 2N 1 2N - ΣN (Yi — ŷ₁)² 1 2N II (yi — ŷ₁)² - ΣN (Yi — xi) ² - II (yi – ŷi )³ Ο - ΣN (xi – ŷi)²
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