Scoring Question
A decision model that outputs a continuous numerical value or a grade and is used to measure degree, such as in sentiment analysis, risk scoring, and priority ranking.
Timeline (last 90 days)
The questioning approaches corresponding to decision models can be summarized into three types: predicate questions, choice questions, and score questions.
A score question outputs a numerical value used to measure the strength of some attribute, suitable for scenarios requiring continuous values, such as sentiment analysis, risk scoring, and priority ranking.
Score questions correspond to regression tasks or ordinal classification, and their evaluation metrics focus on MAE, RMSE, or the Spearman correlation coefficient rather than accuracy.
Thresholds for score questions are usually chosen at the optimal point based on the business cost curve (such as the cost ratio of false blocking versus missed blocking) rather than simply taking the median; score results often need calibration so that scores can be interpreted as probabilities or stable quantiles.
All Facts (4)
The questioning approaches corresponding to decision models can be summarized into three types: predicate questions, choice questions, and score questions.
50%UnverifiedA score question outputs a numerical value used to measure the strength of some attribute, suitable for scenarios requiring continuous values, such as sentiment analysis, risk scoring, and priority ranking.
50%UnverifiedScore questions correspond to regression tasks or ordinal classification, and their evaluation metrics focus on MAE, RMSE, or the Spearman correlation coefficient rather than accuracy.
50%UnverifiedThresholds for score questions are usually chosen at the optimal point based on the business cost curve (such as the cost ratio of false blocking versus missed blocking) rather than simply taking the median; score results often need calibration so that scores can be interpreted as probabilities or stable quantiles.
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