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What are linear models? Choose the statement that best agrees with how they work. In all the equations below ŷ corresponds to the predicted output x is a vector of input data for a single data sample, of length d w is a vector of model weights of length d Models that produce an output as a weighted product of their inputs, where each data element is taken to the power of it's index ŷ = [Iw₁x² Model that produce an output probability as a Normal distribution of the weights ŷ = N(ŷ; w, x²) Models that produce an output as weighted product of their inputs ŷ = IIiw₁x; Models that produce an output as a weighted sum of their inputs ŷ = Σd w; xi

What are linear models? Choose the statement that best agrees with how they work. In all the equations below ŷ corresponds to the predicted output x is a vector of input data for a single data sample, of length d w is a vector of model weights of length d Models that produce an output as a weighted product of their inputs, where each data element is taken to the power of it's index ŷ = [Iw₁x² Model that produce an output probability as a Normal distribution of the weights ŷ = N(ŷ; w, x²) Models that produce an output as weighted product of their inputs ŷ = IIiw₁x; Models that produce an output as a weighted sum of their inputs ŷ = Σd w; xi

Advanced Engineering Mathematics
Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
Section: Chapter Questions
Problem 1RQ
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What are linear models? Choose the statement that best agrees with how they work. In all the equations below ŷ corresponds to the predicted output x is a vector of input data for a single data sample, of length d w is a vector of model weights of length d O Models that produce an output as a weighted product of their inputs, where each data element is taken to the power of it's index ŷ = II w₁x² Model that produce an output probability as a Normal distribution of the weights ŷ = N(ŷ; w, x²) I wi xi that produce an output as weighted product of their inputs Models that produce an output as a weighted sum of their inputs ŷ = [d w;xi O 8 | 0 Models
Transcribed Image Text:What are linear models? Choose the statement that best agrees with how they work. In all the equations below ŷ corresponds to the predicted output x is a vector of input data for a single data sample, of length d w is a vector of model weights of length d O Models that produce an output as a weighted product of their inputs, where each data element is taken to the power of it's index ŷ = II w₁x² Model that produce an output probability as a Normal distribution of the weights ŷ = N(ŷ; w, x²) I wi xi that produce an output as weighted product of their inputs Models that produce an output as a weighted sum of their inputs ŷ = [d w;xi O 8 | 0 Models
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