Logistic Regression with R Categorical Response Variable at Two Levels 2018

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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: https://github.com/bkrai/Top-10-Machi... • Machine Learning videos: https://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: https://goo.gl/WHHqWP • Becoming Data Scientist: https://goo.gl/JWyyQc • Introductory R Videos: https://goo.gl/NZ55SJ • Deep Learning with TensorFlow: https://goo.gl/5VtSuC • Image Analysis Classification: https://goo.gl/Md3fMi • Text mining: https://goo.gl/7FJGmd • Data Visualization: https://goo.gl/Q7Q2A8 • Playlist: https://goo.gl/iwbhnE • 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.

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