Capítulo 8 Redução de dimensionalidade

The object of statistical methods is the reduction of data. (R. A. Fisher 1922, 309)

(Van Der Maaten et al. 2009) fazem um comparativo dos principais métodos de redução de dimensionalidade.

References

Fisher, Ronald A. 1922. “On the Mathematical Foundations of Theoretical Statistics.” Philosophical Transactions of the Royal Society of London. Series A, Containing Papers of a Mathematical or Physical Character 222 (594-604): 309–68. https://royalsocietypublishing.org/doi/pdf/10.1098/rsta.1922.0009.

Van Der Maaten, Laurens, Eric Postma, Jaap Van den Herik, et al. 2009. “Dimensionality Reduction: A Comparative.” J Mach Learn Res 10 (66-71): 13. https://lvdmaaten.github.io/publications/papers/TR_Dimensionality_Reduction_Review_2009.pdf.