Provides an example of student college application for carrying out logistic regression analysis with R. This is among top 10 must know machine learning methods.
R code and data files: github.com/bkr...
Machine Learning videos: goo.gl/WHHqWP
Includes,
- use of a categorical binary output variable
- data partition
- logistic regression model
- prediction
- equation for prediction
- misclassification errors for training and test data
- confusion matrix for training and test data
- goodness-of-fit test
Machine Learning videos: goo.gl/WHHqWP
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R is a free software environment for statistical computing and graphics, and is widely used by both academia and industry. R software works on both Windows and Mac-OS. It was ranked no. 1 in a KDnuggets poll on top languages for analytics, data mining, and data science. RStudio is a user friendly environment for R that has become popular.
Негізгі бет Logistic Regression with R: Categorical Response Variable at Two Levels (2018)
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