Perf: Regression

Regression Metric: MAE

Analyzing MAE score. Detects when MAE value changes by 10%.

config:
  baseline:
    size: 14
    type: TrailingWindow
  metric: regression.mae
  mode: pct
  threshold: 10.0
  type: diff
id: reg-mae-analyzer
schedule:
  cadence: daily
  type: fixed
targetMatrix:
  type: dataset

Regression Metric: MSE

Analyzing MSE score. Detects when MSE value changes by 10%.

config:
  baseline:
    size: 14
    type: TrailingWindow
  metric: regression.mse
  mode: pct
  threshold: 10.0
  type: diff
id: reg-mse-analyzer
schedule:
  cadence: daily
  type: fixed
targetMatrix:
  type: dataset

Regression Metric: RMSE

Analyzing RMSE. Detects when RMSE value changes by 10%.

config:
  baseline:
    size: 14
    type: TrailingWindow
  metric: regression.rmse
  mode: pct
  threshold: 10.0
  type: diff
id: reg-rsme-analyzer
schedule:
  cadence: daily
  type: fixed
targetMatrix:
  type: dataset