/R-studies

This is a R repository of studies that I made on some data sets. There are linear models, predicition models (boosting - bagging - RandomFlorest), clustering and dendograms.

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R-studies

Midtermgpa Project:

This is a study of a database about GPA where the goal is to create a linear model to predict the GPA based on some variables. The database used in this project can be found on: https://www.openintro.org/data/index.php?data=gpa

A survey of 55 Duke University students asked about their GPA, the number of hours they study at night, the number of nights they go out, and their gender. A data frame with 55 observations on the following 5 variables.

Clustering- Dendogram

It is a project on the data set AVIAN MESUREMENT. That project is about creating clustering and dendrogram with different methods to choose the best number to create the best distribution.

Boosting - Bagging and RF

It is a project using Abalone data set to create a prediction model using 3 different tools and testing the efficiency of each one.