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CANONICAL TYPE REFERENCE

MLPredictionOutput

ML-predicted value from the waste predictor for a specific operation context — provides context-aware deviation rather than population-average baselines

What the waste model predicted for this specific combination of operation kind, work center, material, and quantity

Actual observed value / ML-predicted value. Values > 1.0 mean worse than the model expected for this context. Null when actual value unavailable.

modelR2Float

R² of the waste model at training time (0–1). Higher means more reliable predictions. Null when model metadata unavailable.

View exact SDL
"""
ML-predicted value from the waste predictor for a specific operation context — provides context-aware deviation rather than population-average baselines
"""
type MLPredictionOutput {
  """
  What the waste model predicted for this specific combination of operation kind, work center, material, and quantity
  """
  predictedValue: Float!
  """
  Actual observed value / ML-predicted value. Values > 1.0 mean worse than the model expected for this context. Null when actual value unavailable.
  """
  deviationFactor: Float
  """
  R² of the waste model at training time (0–1). Higher means more reliable predictions. Null when model metadata unavailable.
  """
  modelR2: Float
}

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