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ROC for SVM Model from ISLR
ROC
Performance Data
The following example of Support Vector Machine is taken from Introduction to Statistical Learning: a great introductory book to Data Science by Gareth James, Daniela Witten, …
Oct 2, 2022
DCA for Quantifying the Additional Benefit of a New Marker by Emily Vertosick and Andrew Vickers
Decision
dcurves
rms
Hmisc
Prediction Model might gain accuracy if you’ll add more relevant features to existing models, but many times it’s not obvious what is the additional value of additional…
Sep 18, 2022
Precision Recall from Feature Engineering by Max Kuhn and Kjell Johnson
ROC
Precision Recall
yardstick
Precision Recall Curve is shown as an alternative to the known ROC curve in the “second part from the ‘Measuring Performance’ Chapter of Feature Engineering and Selection”.…
Sep 4, 2022
Box-Cox transformation from Feature Engineering by Max Kuhn and Kjell Johnson
ROC
caret
This blog will be dedicated to the {rtichoke} package, which means that it will contain posts that are related to performance metrics and the possible related usability of…
Aug 21, 2022
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