Feature Selection With Weighted Importance Index in an Autism Spectrum Disorder Study

Author:

Sargsyan Davit1,Jagannatha Shyla2,Manyakov Nikolay V.3,Skalkin Andrew4,Bangerter Abigail2,Ness Seth2,Durham Kathryn2,Amaratunga Dhammika5,Cabrera Javier6,Pandina Gahan2

Affiliation:

1. Translational Medicine and Early Development Statistics, Janssen Research & Development, LLC, Spring House, PA;

2. Janssen Research & Development, LLC, Titusville, NJ;

3. Janssen Research & Development, LLC, Beerse, Belgium;

4. Janssen Research & Development, LLC, Spring House, PA;

5. Rutgers University, New Brunswick, NJ;

6. Rutgers University, Piscataway, NJ

Publisher

Informa UK Limited

Subject

Pharmaceutical Science,Statistics and Probability

Reference15 articles.

1. Aldridge, F., Schmidhofer, K., Gibbs, V., and Williams, M. (2010), “Evaluating the Usefulness of the Social Responsiveness Scale (SRS),” Australian Autism Alliance, available at https://www.autismspectrum.org.au/sites/default/files/PDFuploads/Research%20Insights%20News%20Iss%203-LR.pdf.

2. An Introduction to Kernel and Nearest-Neighbor Nonparametric Regression

3. Ensemble classifiers

4. Diagnostic and Statistical Manual of Mental Disorders

5. Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

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