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Runs the documented examples for find_new_maxima().
example(find_new_maxima, package = "cgmguru", run.dontrun = FALSE)
#>
#> fnd_n_> # Load sample data
#> fnd_n_> library(iglu)
#>
#> fnd_n_> data(example_data_5_subject)
#>
#> fnd_n_> data(example_data_hall)
#>
#> fnd_n_> # First, get grid points and local maxima
#> fnd_n_> grid_result <- grid(example_data_5_subject, gap = 15, threshold = 130)
#>
#> fnd_n_> maxima_result <- find_local_maxima(example_data_5_subject)
#>
#> fnd_n_> # Create modified grid points (simplified for example)
#> fnd_n_> mod_grid_indices <- data.frame(indices = grid_result$episode_start$indices[1:10])
#>
#> fnd_n_> # Find new maxima around grid points
#> fnd_n_> new_maxima <- find_new_maxima(example_data_5_subject,
#> fnd_n_+ mod_grid_indices,
#> fnd_n_+ maxima_result$local_maxima_vector)
#>
#> fnd_n_> print(paste("Found", nrow(new_maxima), "new maxima"))
#> [1] "Found 9 new maxima"
#>
#> fnd_n_> # Analysis on larger dataset
#> fnd_n_> large_grid <- grid(example_data_hall, gap = 15, threshold = 130)
#>
#> fnd_n_> large_maxima <- find_local_maxima(example_data_hall)
#>
#> fnd_n_> large_mod_grid <- data.frame(indices = large_grid$episode_start$indices[1:20])
#>
#> fnd_n_> large_new_maxima <- find_new_maxima(example_data_hall,
#> fnd_n_+ large_mod_grid,
#> fnd_n_+ large_maxima$local_maxima_vector)
#>
#> fnd_n_> print(paste("Found", nrow(large_new_maxima), "new maxima in larger dataset"))
#> [1] "Found 20 new maxima in larger dataset"These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.