data-raw/strategy-matrices-oracle/strategy-set-oracle-build.R

In tmsalab/ecdmdata: Data Sets for Psychometric Modeling

## Structure locations ----
data_local_location = "data-raw/strategy-matrices-oracle"

## Import from a dput on generated strategies from cluster ----

# Based off a call to unique columns inside of the generated strategy matrices
# Note: These strategies were generated under the assumption each q matrix was
# strictly identified. This does not imply the strategy overall is identified.
strategy_list = list(structure(c(1, 0, 1, 0, 1, 1, 0, 0, 1, 1, 0, 1, 0, 1, 0,
                 1, 0, 0, 0, 1, 0, 1, 1, 1, 0, 1, 0, 1, 1, 0, 1, 1, 0, 0, 1, 1,
                 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1,
                 1, 0, 1, 1, 0, 1, 0, 1, 1, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 1,
                 0, 1, 0, 0, 1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0, 1, 1, 1, 0, 1,
                 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 1
), .Dim = c(20L, 3L, 2L)), structure(c(0, 1, 0, 1, 0, 0, 0, 1,
                                       1, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 1, 0, 1, 0, 0, 1, 0, 1, 1, 1,
                                       1, 1, 0, 0, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 0, 1,
                                       1, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1,
                                       0, 0, 0, 1, 0, 0, 1, 1, 1, 0, 1, 0, 0, 0, 1, 0, 1, 1, 1, 1, 1,
                                       1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 1, 1, 1, 1, 0, 1,
                                       1, 1, 0, 0, 0, 1, 0, 1, 0, 0, 1, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0,
                                       0, 1, 0, 1, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1, 1, 0, 1, 0, 0, 0, 1,
                                       0, 1, 0, 0, 0), .Dim = c(20L, 4L, 2L)), structure(c(1, 1, 1,
                                                                                           0, 0, 0, 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 0, 1, 1, 1, 1, 0, 1, 1,
                                                                                           1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 1, 1, 1, 0,
                                                                                           1, 0, 1, 0, 1, 1, 0, 0, 0, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 0, 1,
                                                                                           0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 0,
                                                                                           1, 0, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 1,
                                                                                           0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0,
                                                                                           1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 0, 1, 1,
                                                                                           0, 0, 1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 0, 0,
                                                                                           1, 1, 1, 0, 0, 0, 0, 1, 1), .Dim = c(30L, 3L, 2L)), structure(c(1,
                                                                                                                                                           0, 1, 1, 1, 0, 1, 1, 0, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 1, 1, 1,
                                                                                                                                                           1, 0, 1, 0, 1, 0, 1, 1, 0, 1, 0, 1, 1, 0, 0, 1, 0, 0, 0, 1, 1,
                                                                                                                                                           1, 0, 1, 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 1, 1, 0, 0,
                                                                                                                                                           1, 0, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 0,
                                                                                                                                                           1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 1, 1, 0, 1, 0, 0, 1, 1, 1, 1,
                                                                                                                                                           0, 0, 1, 0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1, 0,
                                                                                                                                                           1, 1, 0, 1, 1, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0,
                                                                                                                                                           0, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 1, 0,
                                                                                                                                                           1, 0, 1, 0, 0, 1, 1, 0, 1, 1, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 1,
                                                                                                                                                           1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 0, 1,
                                                                                                                                                           0, 1, 0, 1, 0, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1, 1, 0, 0, 0,
                                                                                                                                                           1, 0, 1, 0, 0, 0, 0, 1), .Dim = c(30L, 4L, 2L)), structure(c(0,
                                                                                                                                                                                                                        1, 0, 1, 1, 0, 0, 1, 1, 1, 1, 0, 0, 0, 1, 1, 0, 1, 0, 0, 1, 0,
                                                                                                                                                                                                                        1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0,
                                                                                                                                                                                                                        1, 0, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1,
                                                                                                                                                                                                                        0, 1, 1, 0, 0, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 0, 1, 1, 1, 0,
                                                                                                                                                                                                                        1, 0, 1, 1, 1, 0, 1, 0, 0, 1, 1, 0, 1, 1, 0, 1, 0, 1, 0, 0, 1,
                                                                                                                                                                                                                        1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0,
                                                                                                                                                                                                                        1, 0, 1, 1, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 1, 1,
                                                                                                                                                                                                                        1, 0, 1, 1, 0, 1, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 1, 1,
                                                                                                                                                                                                                        1, 0, 1, 0, 0, 1, 0, 1, 0, 1, 0, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1,
                                                                                                                                                                                                                        0, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 0,
                                                                                                                                                                                                                        1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0,
                                                                                                                                                                                                                        1, 1, 1, 0, 1, 1, 1, 1), .Dim = c(40L, 3L, 2L)), structure(c(0,
                                                                                                                                                                                                                                                                                     1, 0, 0, 1, 1, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 1, 1,
                                                                                                                                                                                                                                                                                     0, 1, 1, 0, 0, 1, 0, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0,
                                                                                                                                                                                                                                                                                     0, 1, 1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0,
                                                                                                                                                                                                                                                                                     1, 0, 1, 1, 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 1, 0, 0, 1, 0, 1, 1,
                                                                                                                                                                                                                                                                                     0, 1, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 0, 0, 1,
                                                                                                                                                                                                                                                                                     0, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 0, 0, 1, 1, 0, 1, 0, 0, 0, 1,
                                                                                                                                                                                                                                                                                     0, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 1, 0, 1, 1, 0, 1, 0,
                                                                                                                                                                                                                                                                                     0, 0, 0, 1, 0, 1, 1, 0, 1, 0, 0, 1, 1, 1, 0, 1, 0, 0, 0, 1, 1,
                                                                                                                                                                                                                                                                                     0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 0,
                                                                                                                                                                                                                                                                                     0, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1,
                                                                                                                                                                                                                                                                                     1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 1, 0, 0, 1, 0, 1, 0, 1, 0, 0,
                                                                                                                                                                                                                                                                                     0, 0, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 0, 1,
                                                                                                                                                                                                                                                                                     1, 1, 0, 1, 0, 0, 0, 1, 1, 1, 0, 0, 1, 1, 0, 0, 1, 0, 0, 1, 1,
                                                                                                                                                                                                                                                                                     0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1,
                                                                                                                                                                                                                                                                                     1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 0, 1, 1, 1, 0,
                                                                                                                                                                                                                                                                                     1, 0, 0, 1), .Dim = c(40L, 4L, 2L)), structure(c(1, 1, 0, 0,
                                                                                                                                                                                                                                                                                                                                      1, 1, 0, 0, 1, 1, 0, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 0, 1, 0, 0,
                                                                                                                                                                                                                                                                                                                                      1, 1, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 1,
                                                                                                                                                                                                                                                                                                                                      1, 1, 1, 0, 0, 1, 0, 1, 1, 0, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1,
                                                                                                                                                                                                                                                                                                                                      1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0,
                                                                                                                                                                                                                                                                                                                                      0, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 1, 0, 0, 1, 0, 1, 0,
                                                                                                                                                                                                                                                                                                                                      1, 1, 0, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1,
                                                                                                                                                                                                                                                                                                                                      0, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 0, 0, 0, 1, 1,
                                                                                                                                                                                                                                                                                                                                      1, 0, 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 0, 1, 1,
                                                                                                                                                                                                                                                                                                                                      0, 1, 0, 0, 1, 1, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0,
                                                                                                                                                                                                                                                                                                                                      0, 1, 1, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1, 0, 1, 0, 1, 0, 0, 1, 0,
                                                                                                                                                                                                                                                                                                                                      0, 0, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 0, 0, 1, 1, 0, 0, 0, 0, 1,
                                                                                                                                                                                                                                                                                                                                      0, 1, 1, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1,
                                                                                                                                                                                                                                                                                                                                      0, 1, 1, 1, 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1,
                                                                                                                                                                                                                                                                                                                                      1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 0, 0, 1, 1, 1,
                                                                                                                                                                                                                                                                                                                                      1, 1), .Dim = c(50L, 3L, 2L)), structure(c(1, 0, 1, 0, 1, 0,
                                                                                                                                                                                                                                                                                                                                                                                 0, 0, 0, 1, 1, 1, 1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 0, 1, 1, 0, 0,
                                                                                                                                                                                                                                                                                                                                                                                 0, 1, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 1, 0, 1, 0,
                                                                                                                                                                                                                                                                                                                                                                                 1, 1, 0, 1, 1, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 0, 1, 1, 0, 1, 0,
                                                                                                                                                                                                                                                                                                                                                                                 1, 1, 1, 0, 1, 1, 0, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 0, 1, 0,
                                                                                                                                                                                                                                                                                                                                                                                 1, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 0,
                                                                                                                                                                                                                                                                                                                                                                                 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1,
                                                                                                                                                                                                                                                                                                                                                                                 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 1, 0, 1,
                                                                                                                                                                                                                                                                                                                                                                                 0, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, 1, 0, 1, 1, 0, 1, 1,
                                                                                                                                                                                                                                                                                                                                                                                 1, 1, 1, 1, 0, 1, 1, 1, 0, 1, 0, 0, 1, 1, 1, 0, 1, 0, 0, 1, 1,
                                                                                                                                                                                                                                                                                                                                                                                 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 1, 0,
                                                                                                                                                                                                                                                                                                                                                                                 0, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 1, 1, 0,
                                                                                                                                                                                                                                                                                                                                                                                 1, 0, 0, 1, 0, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1,
                                                                                                                                                                                                                                                                                                                                                                                 0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 1, 1, 1, 0, 0, 1, 1, 1,
                                                                                                                                                                                                                                                                                                                                                                                 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 0, 0, 0,
                                                                                                                                                                                                                                                                                                                                                                                 0, 0, 0, 1, 0, 1, 1, 0, 1, 1, 0, 1, 1, 0, 0, 0, 1, 1, 1, 1, 0,
                                                                                                                                                                                                                                                                                                                                                                                 0, 1, 1, 1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 1, 1, 0, 0, 0, 0, 1,
                                                                                                                                                                                                                                                                                                                                                                                 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1, 1, 0,
                                                                                                                                                                                                                                                                                                                                                                                 1, 0, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 0,
                                                                                                                                                                                                                                                                                                                                                                                 1, 1, 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 1), .Dim = c(50L,
                                                                                                                                                                                                                                                                                                                                                                                                                                           4L, 2L)))

## Process strategies ----

# Export strategies into individual RDS files under data
for(i in seq_len(length(strategy_list))) {

  # Obtain a single strategy set from the list
  strategy_set = strategy_list[[i]]

  # Obtain strategy metadata
  strategy_items = nrow(strategy_set)
  strategy_attributes = ncol(strategy_set)
  strategy_amount = dim(strategy_set)[3]

  # Apply strategy naming scheme
  strategy_name = paste0(
    "strategy_oracle",
    "_k", strategy_attributes,
    "_j", strategy_items,
    "_s", strategy_amount)

  # Assign data to the strategy_name string
  assign(x = strategy_name,
         value = strategy_set)

  # Export strategy information
  save(list = strategy_name,
       file = file.path("data", paste0(strategy_name, ".rda")),
       version = 2)

}