Data for Machine Learning with R

Machine Learning with R by Brett Lantz is a book that provides an introduction to machine learning using R. As far as I can tell, Packt Publishing does not make its datasets available online unless you buy the book and create a user account which can be a problem if you are checking the book out from the library or borrowing the book from a friend. All of these datasets are in the public domain but simply needed some cleaning up and recoding to match the format in the book.

Chapter 1

No datasets used

Chapter 2

usedcars.csv could not be found online

Chapter 3

wisc_bc_data.csv from https://archive.ics.uci.edu/ml/machine-learning-databases/breast-cancer-wisconsin/

Chapter 4

sms_spam.csv from http://www.dt.fee.unicamp.br/~tiago/smsspamcollection/

Chapter 5

credit.csv from https://archive.ics.uci.edu/ml/machine-learning-databases/statlog/german/

mushrooms.csv from https://archive.ics.uci.edu/ml/machine-learning-databases/mushroom/

Chapter 6

challenger.csv from https://archive.ics.uci.edu/ml/machine-learning-databases/space-shuttle/

insurance.csv could not be found online

whitewines.csv from https://archive.ics.uci.edu/ml/machine-learning-databases/wine-quality/

Chapter 7

concrete.csv from https://archive.ics.uci.edu/ml/machine-learning-databases/concrete/compressive/

letterdata.csv from https://archive.ics.uci.edu/ml/machine-learning-databases/letter-recognition/

Chapter 8

groceries.csv is from arules package but probably just easier to call library(arules); data(Groceries)

Chapter 9

snsdata.csv could not be found online

Chapter 10

sms_results.csv is likely from the sms_test_pred object in Chapter 4 but difficult to be sure.

credit.csv is likely the same file from Chapter 5.

Chapter 11

credit.csv from Chapter 5 is reused.

Chapter 12

No datasets used