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mzc

mike chaplee

Recently Published

Tutorial on Support Vector Machines (for Concrete Strength)
Brief R tutorial on using Support Vector Machines as applied to predicting concrete strength as a function of its composition
Tutorial on Artificial Neural Networks (for concrete strength)
Brief R tutorial on using Artificial Neural Networks as applied to predicting concrete strength as a function of its composition
Tutorial on Regression
Brief R tutorial on various regression types (linear and regression trees) as applied to the Challenger mission, medical insurance, and Wine rating.
Tutorial on Decision Trees and Rules (for Toxic Loans and Poisonous Mushrooms)
Brief R tutorial on theory and use of Decision Tree and Rule classification with applications to bad loans and poisonous mushrooms
Tutorial on k Nearest Neighbours classification (for Breast Cancer)
Brief R tutorial on theory and use of k Nearest Neighbours (kNN) classification, with application on identification of Breast Cancer
Tutorial on Naive Bayes classification (for spam in SMS messages)
Brief R tutorial on theory and use of Naive Bayes classification with application to identifying spam in SMS messages