Sign In Start Free Trial
Account

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying R Machine Learning Essentials
  • Table Of Contents Toc
R Machine Learning Essentials

R Machine Learning Essentials

By : Usuelli
5 (1)
close
close
R Machine Learning Essentials

R Machine Learning Essentials

5 (1)
By: Usuelli

Overview of this book

If your company is like most, the number one reason that projects have failed over the years don’t have to do with technology.  They have to do with people.  People didn’t like the new technology.  People weren’t trained properly on the change.  People hadn’t received adequate communications and didn’t understand the change.  Sound familiar?
Table of Contents (10 chapters)
close
close
9
Index

Exploring data interactively

This section shows you how to visualize the data using simple techniques. We process the data using the data.table package and visualize the information using the basic R charts. A great plotting package is ggplot2 and it allows you to create nice professional charts. Unfortunately, its syntax is more complex than the basic R charts, so we don't have enough space for it in this book.

R provides us with a Titanic dataset that contains the survival statistics of some passengers. Before starting to analyze the data, let's take a look at their documentation using the following code:

help(Titanic)

The documentation shows that the passengers are divided in groups on the basis of their social class, gender, and age. For each group, the dataset shows how many people survived and how many didn't. We can see the format of data using class:

class(Titanic)
[1] "table"

The object, Titanic, belongs to the table class so it displays the count of each...

CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
R Machine Learning Essentials
notes
bookmark Notes and Bookmarks search Search in title playlist Add to playlist font-size Font size

Change the font size

margin-width Margin width

Change margin width

day-mode Day/Sepia/Night Modes

Change background colour

Close icon Search
Country selected

Close icon Your notes and bookmarks

Confirmation

Modal Close icon
claim successful

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY

Submit Your Feedback

Modal Close icon
Modal Close icon
Modal Close icon