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Pre-registration means writing down the hypothesis, the analysis and the success criterion before running the experiment, so the result cannot be quietly redefined afterwards.
Preregistration is the practice of registering the hypotheses, methods or analyses of a study before it is conducted; clinical trial registration is the medical form and registered reports add peer review before data collection (Wikipedia). For a modelling experiment it means committing the split, the metric and the threshold that counts as success in advance, the same discipline trials apply to primary endpoints.
Shares Reproducibility and negative results, Cancer AI vocabulary (CanSim terms map) and the tag cansim-terms.
Shares Train, validation and test split discipline, Cancer AI vocabulary (CanSim terms map) and the tag cansim-terms.
Shares Reproducibility and negative results, Cancer AI vocabulary (CanSim terms map) and the tag cansim-terms.
Shares Reproducibility and negative results, Cancer AI vocabulary (CanSim terms map) and the tag cansim-terms.
Shares Reproducibility and negative results, Cancer AI vocabulary (CanSim terms map) and the tag cansim-terms.
Shares Train, validation and test split discipline, Cancer AI vocabulary (CanSim terms map) and the tag cansim-terms.
Shares Reproducibility and negative results, Cancer AI vocabulary (CanSim terms map) and the tag cansim-terms.
Shares Train, validation and test split discipline, Cancer AI vocabulary (CanSim terms map) and the tag cansim-terms.