Perf: Classification

Classification Metric: f1

Analyzing f1 score. Detects when f1 score changes by 10%.

config:
  baseline:
    size: 14
    type: TrailingWindow
  metric: classification.f1
  mode: pct
  threshold: 10.0
  type: diff
id: class-f1-analyzer
schedule:
  cadence: daily
  type: fixed
targetMatrix:
  type: dataset

Classification Metric: precision

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

config:
  baseline:
    size: 14
    type: TrailingWindow
  metric: classification.precision
  mode: pct
  threshold: 10.0
  type: diff
id: class-precision-analyzer
schedule:
  cadence: daily
  type: fixed
targetMatrix:
  type: dataset

Classification Metric: recall

Analyzing recall. Detects when recall changes by 10%.

config:
  baseline:
    size: 14
    type: TrailingWindow
  metric: classification.recall
  mode: pct
  threshold: 10.0
  type: diff
id: class-recall-analyzer
schedule:
  cadence: daily
  type: fixed
targetMatrix:
  type: dataset

Classification Metric: accuracy

Analyzing accuracy. Detects when recall changes by 10%.

config:
  baseline:
    size: 14
    type: TrailingWindow
  metric: classification.accuracy
  mode: pct
  threshold: 10.0
  type: diff
id: class-accuracy-analyzer
schedule:
  cadence: daily
  type: fixed
targetMatrix:
  type: dataset