get_discrete_structure_filter: Filter blacklist and whitelist before training bayesian...
In bayes-modeling/wrmbn: Water Resource Management using Bayesian Network

Description Usage Arguments Value Examples

View source: R/main.R

Filter blacklist and whitelist before training bayesian network

get_discrete_structure_filter(
  discrete_data,
  desire_layers,
  quantile_number,
  continuous_variables,
  discrete_variables,
  known_structure,
  corr_threshold,
  is_blacklist_internal,
  is_variable_only,
  is_blacklist_other,
  custom_blacklist,
  custom_whitelist,
  debug = FALSE
)

`desire_layers`	Number of layers for training bayesian network, less than or equal current layers
`quantile_number`	For type is "discrete", number of quantile for each continuous variable
`continuous_variables`	Column names of continuous dynamic KPI
`discrete_variables`	Column names of discrete dynamic KPI
`known_structure`	Relation between KPI specific by user
`corr_threshold`	Threshold for filter arcs with low correlation
`is_blacklist_internal`	Is blacklist all internal arcs in n-i layers (n is number layers, i = 1..n-1)
`is_variable_only`	Is known_structure is KPI only, without time notation
`is_blacklist_other`	Is blacklist all except whitelist
`custom_blacklist`	Blacklist specific by user
`custom_whitelist`	Whitelist sepcific by user
`continuous_data`	A data frame which rows are financial reports and columns is KPI pre-processed

An object with blacklist and whitelist of network

data("preprocessed")
data("data_small")
continuous_data <- preprocessed$data
desire_layers <- preprocessed$desire_layers
quantile_number <- preprocessed$quantile_number
continuous_dynamic_variables <- preprocessed$continuous_dynamic_variables
continuous_static_variables <- preprocessed$continuous_static_variables
discrete_static_variables <- preprocessed$discrete_static_variables
known_structure <- NULL
corr_threshold <- 0.4
is_blacklist_internal <- TRUE
is_variable_only <- TRUE
is_blacklist_other <- FALSE
custom_blacklist <- NULL
custom_whitelist <- NULL
bl_wl <- tfdbn::get_continuous_structure_filter(continuous_data, desire_layers, quantile_number, continuous_dynamic_variables,
                                                continuous_static_variables, discrete_static_variables,
                                                known_structure, corr_threshold, is_blacklist_internal,
                                                is_variable_only, is_blacklist_other,
                                                custom_blacklist, custom_whitelist)