Evaluates whether enough evidence exists to stop early based on
confidence interval for consistency proportion.
Usage
early_stop_decision(
n_success,
n_total,
threshold,
conf.level = 0.95,
min_samples = 20
)
Arguments
- n_success
Integer. Number of splits meeting consistency.
- n_total
Integer. Total number of valid splits.
- threshold
Numeric. Target consistency threshold.
- conf.level
Numeric. Confidence level for decision (default 0.95).
- min_samples
Integer. Minimum samples before allowing early stop.
Value
Character. One of "continue", "pass", or "fail".