ROC and AUC in R
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YouTubeStatQuest with Josh Starmer
ROC and AUC in R
This tutorial walks you through, step-by-step, how to draw ROC curves and calculate AUC in R. We start with basic ROC graph, learn how to extract thresholds for decision making, calculate AUC and partial AUC and how to layer multiple ROC curves on the same graph. You can get a copy of the code from the StatQuest GitHub, here: https://github.com ...
297.1K viewsDec 18, 2018
Shorts
Before your build a machine learning model, build a model to compare it to. We’re building a machine learning model to predict where the cocoa in your chocolate comes from. Here I discuss using the Majority Class Classifier as our baseline, which yields an accuracy of 37% and a loss around 3 on both the train and validation sets. #machinelearning #ml #datascience #datascientist #STEM
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Before your build a machine learning model, build a model to compare it to. We’re
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