Description Usage Arguments Value Examples
Synthetic linear data base on the graph. The noises are sampled from the super-gaussian distribution. The coefficients are sample from U(-1,-0.5),U(0.5,1)
1 | synthetic_data_linear(G, sample_num, ratio = 1, return_noise = FALSE)
|
G |
An adjacency matrix. |
sample_num |
The number of samples |
ratio |
The noise ratio It will grow or shrink the value of the noise |
return_noise |
Whether return the noise of each nodes for further analysis. |
Return a synthetic data
1 2 |
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