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Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods

Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods

We will flesh out our method’s technical details and write a user manual for Auto-ML.Figure 3 The highest model accuracy gained by Auto-ML over time.Aim 1 (d)Overview For Aim 1 (d), we aim to validate Auto-ML on seven benchmark modeling problems.

Gang Luo, Bryan L Stone, Michael D Johnson, Peter Tarczy-Hornoch, Adam B Wilcox, Sean D Mooney, Xiaoming Sheng, Peter J Haug, Flory L Nkoy

JMIR Res Protoc 2017;6(8):e175