Cryptocurrency Q&A Why use threshold value?

Why use threshold value?

Elena Elena Wed Nov 20 2024 | 6 answers 1206
I'm wondering why we should use a threshold value. What's the purpose of setting a specific limit or cutoff point, and how does it help in decision-making or analysis? Why use threshold value?

6 answers

SapphireRider SapphireRider Fri Nov 22 2024
The threshold plays a crucial role in determining the minimum probability needed for a positive prediction.

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CryptoWizardry CryptoWizardry Fri Nov 22 2024
Various thresholds can result in differing balances between precision and recall.

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DongdaemunTrendsetting DongdaemunTrendsetting Fri Nov 22 2024
Precision measures the accuracy of positive predictions, while recall focuses on capturing all positive instances.

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GwanghwamunGuardianAngelWingsBlessing GwanghwamunGuardianAngelWingsBlessing Thu Nov 21 2024
The commonly used 0.5 threshold serves as a default option in many scenarios.

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ethan_carter_engineer ethan_carter_engineer Thu Nov 21 2024
However, this default might not yield the best results in real-world applications.

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