View source: R/generate_data.R
Generate data A convience wrapper around simulate_clustered_data for generating clustered data sets
1 2 3 4 5 6 7 8 9 10 | generate_data(
Nk,
p_mismatch,
p_garbage,
K_proteome,
n,
s = 1,
tau = 1,
rho = 0
)
|
Nk |
The number of instances in each class (can be a table) |
p_mismatch |
The expected proprotion of instances in any given class which are misclassified |
p_garbage |
The expected proportion of instances in any given class which are actually quantitative noise. |
n |
The number of samples |
s |
The within-class standard deviation |
tau |
The between-class standard deviation |
rho |
The average correlation between different classes (must be greater than -1 / K, where K is the number of classes) |
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