A cluster-conditioned conformal prediction method based on nonconformity scores is reported to produce tighter and more subgroup-reliable prediction intervals for drug-target affinity, but the comparison is weakened by selecting its hyperparameters on the test set.
Inductive confidence machines for regression
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Conformal Prediction for Uncertainty Estimation in Drug-Target Interaction Prediction
A cluster-conditioned conformal prediction method based on nonconformity scores is reported to produce tighter and more subgroup-reliable prediction intervals for drug-target affinity, but the comparison is weakened by selecting its hyperparameters on the test set.