renikaul / YF_Brazil

Risk map of Yellow Fever in Brazil based on past cases
0 stars 1 forks source link

Add AUC rationale citation #45

Closed renikaul closed 6 years ago

renikaul commented 6 years ago

Add citation justifying AUC in ML methods and relation to ROC at end of the methods.

Citation is: Fawcett 2006. An introduction to ROC analysis roc.pdf

Added to zotero, but not bib

renikaul commented 6 years ago

Added to Methods,Predictive Model, P3

The AUC represents the model's classification performance and can range from 0.0 to 1.0, where a value of 0.5 is the equivalent of random guessing while an AUC of 1.0 indicates a perfect prediction \cite{fawcett2006}.

renikaul commented 6 years ago

added citation to .bib