How to balance precision vs recall when deciding whether a tweet is an actual token-launch signal? #2

machenxi · 2025-09-28T19:50:28Z

machenxi
Sep 28, 2025
Maintainer

How to balance precision vs recall when deciding whether a tweet is an actual token-launch signal?

Answered by lorine93s

You can find perfect answer bellow

Balancing precision vs recall for token-launch signals

Precision: fewer false positives → safer trades, fewer wasted transactions.
Recall: more signals detected → higher chance of catching early launches.
Practical approach: start conservative (high precision) to avoid executing scams; over time, adjust thresholds based on historical outcomes; use scoring or confidence metrics to tune trade execution.

lorine93s · 2025-09-28T19:52:06Z

You can find perfect answer bellow

Balancing precision vs recall for token-launch signals

Precision: fewer false positives → safer trades, fewer wasted transactions.
Recall: more signals detected → higher chance of catching early launches.
Practical approach: start conservative (high precision) to avoid executing scams; over time, adjust thresholds based on historical outcomes; use scoring or confidence metrics to tune trade execution.

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