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Data Science Live Book - Scoring, Model Performance & profiling - Update!

brain signal

This update contains a new chapter -scoring- which is related to model performance and model deployment, used when predicting a binary outcome.

Link to the scoring chapter.

brain signal


Important: To use following updates please update funModeling package :)

install.packages("funModeling")

Also related to predictive modelling for binary outcome, there is a new chapter based on how to compare models using the gain and lift charts.
Link to the gain and lift chapter.

brain signal


Finally there is a new function, freq, which generates the common frequency analysis plus the table with the numbers.
This function can runs automatically for all the data input, and export all the images at once.

Link to the frequency function It's at the bottom of the page.

brain signal



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First published at: http://blog.datascienceheroes.com/data-science-live-book-scoring-model-performance-profiling-update


Pabloc

Data Analysis ~ The art of finding order in data by browsing its inner information.