no code implementations • 22 Jul 2021 • Roland Albert A. Romero, Mariefel Nicole Y. Deypalan, Suchit Mehrotra, John Titus Jungao, Natalie E. Sheils, Elisabetta Manduchi, Jason H. Moore
We ascertain and compare the performances of AutoML tools on large, highly imbalanced healthcare datasets.
no code implementations • 17 Mar 2021 • Alix Jean Santos, Xavier Eugenio Asuncion, Camille Rivero-Co, Maria Eloisa Ventura, Reynaldo Geronia II, Lauren Bangerter, Natalie E. Sheils
By incorporating metrics that would ensure model's stability and distinctness of the dimensions, we uncovered four aging dimensions that represent the following bodily functions: 1) kidney, 2) thyroid, 3) white blood cells, and 4) liver and heart.