Create one of the governed synthetic demonstration tasks

Create one of the governed synthetic demonstration tasks

Usage

create_gazepoint_synthetic_task(
  data,
  workflow = c("recording_quality", "assigned_condition", "observed_behavior",
    "observed_duration"),
  generalization_target = c("new_trials_known_participants", "new_participants",
    "new_stimuli", "new_participants_and_new_stimuli")
)

Arguments

data

Synthetic data from simulate_gazepoint_governed_data().

workflow

Workflow name.

generalization_target

Declared generalization target.

Value

A governed gp3ml_task.

Examples

synthetic <- simulate_gazepoint_governed_data(12L, 4L, 1L, 101L)
create_gazepoint_synthetic_task(
  synthetic,
  workflow = "recording_quality",
  generalization_target = "new_participants"
)
#> <gp3ml_task>
#>   type: classification
#>   outcome: quality_status
#>   target: new_participants
#>   purpose: Predict predefined recording-quality review status