Description Usage Arguments Examples
A one-line wrapper of the CNORode pipeline
1 2 3 4 5 6 7 | runCNORode(model, data, compression = TRUE,
results_folder = "CNORode_results", cutNONC = TRUE,
expansion = FALSE, LB_n = 1, LB_k = 0.1, LB_tau = 0.01,
UB_n = 5, UB_k = 0.9, UB_tau = 10, default_n = 3,
default_k = 0.5, default_tau = 1, opt_n = TRUE, opt_k = TRUE,
opt_tau = TRUE, random = TRUE, maxeval = 1e+05, maxtime = 60,
transfer_function = 3, nan_fac = 1, lambda_tau = 0, lambda_k = 0)
|
model |
A filename of prior knowledge network (PKN) in the SIF format |
data |
A measurement filename in the MIDAS format |
compression |
compress the prior knowledge network (TRUE), see |
results_folder |
results folder for the analysis. |
cutNONC |
cut non-observable non-controllable node from PKN (TRUE), see |
expansion |
expand OR gates in the PKN (FALSE), see |
LB_n |
lower bound on parameter n, see |
LB_k |
lower bound on parameter k, see |
LB_tau |
lower bound on parameter tau, see |
UB_n |
upper bound on parameter n, see |
UB_k |
upper bound on parameter k, see |
UB_tau |
upper bound on parameter tau, see |
default_n |
default value of parameter n, see |
default_k |
default value of parameter k, see |
default_tau |
default value of parameter tau, see |
opt_n |
should parameter n be optimised, see |
opt_k |
should parameter k be optimised, see |
opt_tau |
should parameter tau be optimised, see |
random |
initial parameter vector generation (TRUE: random, FALSE: half of the LB-UB) |
maxeval |
maximum number of funciton evaluations in the optimisation, see |
maxtime |
maximum CPU time (in seconds) spent on optimisation before calling final refinement, see |
transfer_function |
trandfer function types represented by the edges, see |
nan_fac |
penalty for NA simulations, see |
lambda_tau |
regularisation penalty for tau parameters, see |
lambda_k |
regularisation penalty for k parameters for optimisation, see |
1 2 3 4 5 6 | ## Not run:
model = system.file("extdata", "ToyModelMMB_FeedbackAnd.sif",package="CNORode")
data = system.file("extdata", "ToyModelMMB_FeedbackAnd.csv", package="CNORode")
res = runCNORode(model,data,results_folder = "./results")
## End(Not run)
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