Provides a detailed summary of a specific benchmark dataset including dimensions, experimental design, and ground truth information.
Examples
# Get summary of a specific dataset
summary_info <- get_benchmark_summary("BM_Canonical_HighSNR")
print(summary_info)
#> $description
#> [1] "Canonical HRF (SPMG1), high SNR, 3 conditions, fixed amplitudes per condition"
#>
#> $dimensions
#> $dimensions$n_timepoints
#> [1] 150
#>
#> $dimensions$n_voxels
#> [1] 100
#>
#> $dimensions$n_events
#> [1] 45
#>
#> $dimensions$n_conditions
#> [1] 3
#>
#>
#> $experimental_design
#> $experimental_design$conditions
#> [1] "Cond1" "Cond2" "Cond3"
#>
#> $experimental_design$events_per_condition
#> $experimental_design$events_per_condition$Cond1
#> [1] 15
#>
#> $experimental_design$events_per_condition$Cond2
#> [1] 15
#>
#> $experimental_design$events_per_condition$Cond3
#> [1] 15
#>
#>
#> $experimental_design$TR
#> [1] 2
#>
#> $experimental_design$total_time
#> [1] 300
#>
#> $experimental_design$target_snr
#> [1] 4
#>
#>
#> $hrf_information
#> $hrf_information$type
#> [1] "SPMG1"
#>
#> $hrf_information$hrf_object_name
#> [1] "HRF_SPMG1"
#>
#> $hrf_information$hrf_object
#> function (t)
#> {
#> do.call(orig_f, c(list(t = t), callable_params_list))
#> }
#> <bytecode: 0x560c33c370b8>
#> <environment: 0x560c33c387c0>
#> attr(,"class")
#> [1] "HRF" "function"
#> attr(,"name")
#> [1] "SPMG1"
#> attr(,"nbasis")
#> [1] 1
#> attr(,"span")
#> [1] 24
#> attr(,"param_names")
#> [1] "P1" "P2" "A1"
#> attr(,"params")
#> attr(,"params")$P1
#> [1] 5
#>
#> attr(,"params")$P2
#> [1] 15
#>
#> attr(,"params")$A1
#> [1] 0.0833
#>
#>
#>
#> $noise_information
#> $noise_information$noise_type
#> [1] "ar1"
#>
#> $noise_information$noise_ar
#> [1] 0.4
#>
#> $noise_information$noise_sd
#> [1] 0.5217219
#>
#>