Dynamic Threshold
A thresholding approach that dynamically adjusts the decision boundary according to the conditions of the input text itself, in theory adapting better to heterogeneous data.
Timeline (last 90 days)
The larger the transaction amount, the lower the risk score threshold required to trigger a block or challenge action should be.
Making the decision threshold a function of transaction amount and other risk factors means that the larger the transaction amount, the lower the risk score threshold required to trigger a block or challenge.
Dynamic thresholds create interpretability challenges because the criteria for determining each transaction differ, making it more complex to explain the reasons for blocking to regulators and users.
All Facts (3)
The larger the transaction amount, the lower the risk score threshold required to trigger a block or challenge action should be.
50%UnverifiedMaking the decision threshold a function of transaction amount and other risk factors means that the larger the transaction amount, the lower the risk score threshold required to trigger a block or challenge.
50%UnverifiedDynamic thresholds create interpretability challenges because the criteria for determining each transaction differ, making it more complex to explain the reasons for blocking to regulators and users.
50%