Recommendation Eval Thresholds

Reference for recommend_eval.toml used by:

• honestroles recommend evaluate --thresholds recommend_eval.toml

If omitted, HonestRoles uses built-in defaults.

Schema

ks = [10, 25, 50]
precision_at_10_min = 0.60
recall_at_25_min = 0.70

Fields

Field	Type	Default	Notes
ks	array[int>=1]	[10, 25, 50]	k values used for precision/recall metrics
precision_at_10_min	float in [0,1]	0.60	Required floor for precision_at_10
recall_at_25_min	float in [0,1]	0.70	Required floor for recall_at_25

Exit Behavior

• pass -> exit 0
• threshold failure -> exit 1
• invalid inputs/config -> exit 2