Figure S3. Three images representative of the image quality
scores that were assigned to images included in a Mixed Effect Logistic
Regression. The regression tested whether there was a difference in the
accuracy of Hotspotter between the Kenyan and Zimbabwean population. The
image quality score was included to correct for any potential influence
of image quality.
References
Glorot, X., Bordes, A. & Bengio, Y. (2011) Deep Sparse Rectifier Neural
Networks. In: Proceedings of the Fourteenth International Conference on
Artificial Intelligence and Statistics. 14 June 2011 JMLR Workshop and
Conference Proceedings. pp. 315–323.
https://proceedings.mlr.press/v15/glorot11a.html.
Tieleman, T. & Hinton, E. (2012) Lecture 6.5 - rmsprop, COURSERA:
Neural networks for machine learning .