NirsAutoML: Building an automated classification platform for fNIRS data

Ikram, Fareya S.

Student Work

NirsAutoML: Building an automated classification platform for fNIRS data Public

This project aims to enable the use of the sktime toolbox for the classification of fNIRS data by developing a testing infrastructure that will allow researchers to specify an fNIRS dataset and run sktime models on the specified data set. This tool is accompanied by a manual that presents information on how to use the tool and how to set up sktime. The tool and the manual were tested with potential users and recommendations were recorded for potential future improvements.

This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.

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