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Update generate_datasets.R #4

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17 changes: 12 additions & 5 deletions datasets/generate_datasets.R
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Original file line number Diff line number Diff line change
Expand Up @@ -4,6 +4,12 @@ setwd(dirname(rstudioapi::getActiveDocumentContext()$path))
################################################################################
################################################################################

# Create directories "complexity_1", ..., "complexity_5" to organise datasets.
for (i in c(1:5)) {
directory <- paste0("complexity_", i, "/")
dir.create(file.path(directory), showWarnings = FALSE)
}

datasets <- list()

# Scenario 1 - simple, homogeneous claims experience, with zero inflation
Expand Down Expand Up @@ -100,10 +106,11 @@ if (packageVersion("SynthETIC") >= "1.1.0") {

# Save as csv files
for (i in c(1:5)) {
dataset <- datasets_cov[[i]]
directory <- paste0("complexity_", i, "/")
write.csv(dataset$claim_dataset, paste0(directory, "claim_", i, "_cov.csv"))
write.csv(dataset$payment_dataset, paste0(directory, "payment_", i, "_cov.csv"))
write.csv(dataset$incurred_dataset, paste0(directory, "incurred_", i, "_cov.csv"))
dataset <- datasets_cov[[i]]
directory <- paste0("complexity_", i, "/")
write.csv(dataset$claim_dataset, paste0(directory, "claim_", i, "_cov.csv"))
write.csv(dataset$payment_dataset, paste0(directory, "payment_", i, "_cov.csv"))
write.csv(dataset$incurred_dataset, paste0(directory, "incurred_", i, "_cov.csv"))
write.csv(dataset$covariates_data$data, paste0(directory, "covariates_", i, "_cov.csv"))
}
}