Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation

10.1111/1745-9133.12047

10.1023/A:1010933404324

————, 2001, Statistical Science, 16, 199, 10.1214/ss/1009213725

10.1080/01621459.1985.10478157

10.1098/rsta.2009.0120

10.1214/09-AOAS285

10.1371/journal.pone.0083875

10.1111/j.1365-2656.2008.01390.x

Friedman, J. (1984), “A Variable Span Smoother,” Technical Report LCS-TR-5, Stanford University, Lab for Computational Statistics.

————, 2001, The Annals of Statistics, 29, 1189, 10.1214/aos/1013203450

10.1016/S0167-9473(01)00065-2

Green D., 2010, The Annual Summer Meeting of the Society of Political Methodology

10.1214/ss/1177013604

10.1007/978-0-387-84858-7

10.1145/1081870.1081886

Jiang, T., and Owen, A. (2002), “Quasi-Regression for Visualization and Interpretation of Black Box Functions,” Technical Report, Stanford University mimeo.

Liaw A., 2002, R News, 2, 18

10.1162/089976600300015394

Rao J., 1997, KDD-97 Proceedings, 243

Smith J., 1988, Proceedings of the Symposium on Computer Applications and Medical Care, 261

10.1007/978-3-642-20267-4_3

Tzeng F., 2005, Visualization, 383

10.1007/978-0-387-21706-2

10.1109/TVCG.2010.161