wehub-resource-sync
21 lines
457 B
Matlab
Executable File
21 lines
457 B
Matlab
Executable File
function [X, y, W ] = mixLinRnd(d, k, n)
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% Generate data from mixture of linear model
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% Input:
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% d: dimension of data
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% k: number of components
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% n: number of data
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% Output:
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% X: d x n data matrix
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% y: 1 x n response variable
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% W: d+1 x k weight matrix
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% Written by Mo Chen (sth4nth@gmail.com).
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W = randn(d+1,k);
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[X, z] = kmeansRnd(d, k, n);
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y = zeros(1,n);
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for j = 1:k
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idx = (z == j);
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y(idx) = W(1:(end-1),j)'*X(:,idx)+W(end,j);
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end
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