730 citations · 796 across the 4 of their papers we have counts for
4 papers
balance -- a Python package for balancing biased data samples
Tal Sarig, Tal Galili, Roee Eilat
Surveys are an important research tool, providing unique measurements on subjective experiences such as sentiment and opinions that cannot be measured by other means. However, beca…
Weights and Methodology Brief for the COVID-19 Symptom Survey by University of Maryland and Carnegie Mellon University, in Partnership with Facebook
Neta Barkay, Curtiss Cobb, Roee Eilat +5
Facebook is partnering with academic institutions to support COVID-19 research. Currently, we are inviting Facebook app users in the United States to take a survey collected by fac…
heatmaply: an R package for creating interactive cluster heatmaps for online publishing
Tal Galili, Alan OCallaghan, Jonathan Sidi +1
Summary: heatmaply is an R package for easily creating interactive cluster heatmaps that can be shared online as a stand-alone HTML file. Interactivity includes a tooltip display o…
Splitting matters: how monotone transformation of predictor variables may improve the predictions of decision tree models
Tal Galili, Isaac Meilijson
It is widely believed that the prediction accuracy of decision tree models is invariant under any strictly monotone transformation of the individual predictor variables. However, t…