'README.md' updaten

README.md

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 # Marble-burying-classifier-and-supporting-files
 
-Classifier and supporting files for "A novel automated approach for improving standardization of the marble burying test enables quantification of burying bouts and activity characteristics"
+Classifier and supporting files for "A novel automated approach for improving standardization of the marble burying test enables quantification of burying bouts and activity characteristics"
+
+In order to obtain maximum classification accuracy, we recommend training a custom classifier on newly acquired videos as the experimental conditions such as light, cage dimensions, mouse color and bedding can differ across laboratories. The classifier can then be used for all newly acquired videos.