Extended Data Fig. 5: Subprocess S5 for selecting a calibration metric (if any). | Nature Methods

Extended Data Fig. 5: Subprocess S5 for selecting a calibration metric (if any).

From: Metrics reloaded: recommendations for image analysis validation

Extended Data Fig. 5

Applies to: image-level classification (ImLC). Decision guides are provided in Supplementary Note 2.7.4. A detailed description of the subprocess is given in Supplementary Note 2.6. Further suggested calibration metrics include the calibration loss74, calibration slope46, Expected Calibration Index (ECI)24 and Observed:Expected ratio (O:E ratio)49.

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