# Datasets from the AppliedPredictiveModeling library

# Datasets from the AppliedPredictiveModeling library

# load the library
library(AppliedPredictiveModeling)

# list the contents of the library
library(help = "AppliedPredictiveModeling")

# Abalone Data
data(abalone)
dim(abalone)
head(abalone)

1. 4177
2. 9

Type	LongestShell	Diameter	Height	WholeWeight	ShuckedWeight	VisceraWeight	ShellWeight	Rings
M	0.455	0.365	0.095	0.5140	0.2245	0.1010	0.150	15
M	0.350	0.265	0.090	0.2255	0.0995	0.0485	0.070	7
F	0.530	0.420	0.135	0.6770	0.2565	0.1415	0.210	9
M	0.440	0.365	0.125	0.5160	0.2155	0.1140	0.155	10
I	0.330	0.255	0.080	0.2050	0.0895	0.0395	0.055	7
I	0.425	0.300	0.095	0.3515	0.1410	0.0775	0.120	8

Documentation for package ‘AppliedPredictiveModeling’


		Information on package ‘AppliedPredictiveModeling’

Description:

Package:            AppliedPredictiveModeling
Type:               Package
Title:              Functions and Data Sets for 'Applied Predictive
                    Modeling'
Version:            1.1-7
Date:               2018-05-22
Author:             Max Kuhn, Kjell Johnson
Maintainer:         Max Kuhn <mxkuhn@gmail.com>
Description:        A few functions and several data set for the
                    Springer book 'Applied Predictive Modeling'.
URL:                http://appliedpredictivemodeling.com/
Depends:            R (>= 2.10)
Imports:            CORElearn, MASS, plyr, reshape2, lattice, ellipse
Suggests:           caret (>= 6.0-22)
License:            GPL-2
RoxygenNote:        6.0.1
NeedsCompilation:   no
Packaged:           2018-05-22 19:03:00 UTC; max
Repository:         CRAN
Date/Publication:   2018-05-22 19:14:21 UTC
Built:              R 3.5.1; ; 2019-03-31 00:29:04 UTC; unix

Index:

AppliedPredictiveModeling-package
                        Data, Functions and Scripts for
                        'scriptLocation'
ChemicalManufacturingProcess
                        Chemical Manufacturing Process Data
abalone                 Abalone Data
bio                     Hepatic Injury Data
bookTheme               Lattice Themes
cars2010                Fuel Economy Data
concrete                Compressive Strength of Concrete from Yeh
                        (1998)
diagnosis               Alzheimer's Disease CSF Data
getPackages             Install Packages for Each Chapter
logisticCreditPredictions
                        Logistic Regression Predictions for the Credit
                        Data
permeability            Permeability Data
permuteRelief           Permutation Statistics for the Relief Algorithm
quadBoundaryFunc        Functions for Simulating Data
schedulingData          HPC Job Scheduling Data
scriptLocation          Find Chapter Script Files
segmentationOriginal    Cell Body Segmentation
trainX                  Solubility Data
twoClassData            Two Class Example Data