eab3c82cabf192154e6f4e9d16615885c7eefc14,art/metrics/privacy/membership_leakage.py,,PDTP,#Any#Any#Any#Any#Any#Any#,36

Before Change

                    "PDTP metric only supports classifiers that output logits or probabilities."
                )
        // divide into 100 bins and return center of bin
        pred_bin = (np.floor(pred * 100) / 100).round(decimals=2) + 0.005
        pred_bin[pred_bin > 1] = 0.995

        if not indexes:
            indexes = range(x.shape[0])

After Change

                    "PDTP metric only supports classifiers that output logits or probabilities."
                )
        // divide into 100 bins and return center of bin
        bins = np.array(np.arange(0.0, 1.01, 0.01).round(decimals=2))
        pred_bin_indexes = np.digitize(pred, bins)
        pred_bin = bins[pred_bin_indexes] - 0.005

        if not indexes:
            indexes = range(x.shape[0])
        for row in indexes:

Instances