A3: Accurate, Adaptable, and Accessible Error Metrics for Predictive Models
Version 1.0.0

Supplies tools for tabulating and analyzing the results of predictive models. The methods employed are applicable to virtually any predictive model and make comparisons between different methodologies straightforward.

AuthorScott Fortmann-Roe
Date of publication2015-08-16 23:05:52
MaintainerScott Fortmann-Roe <scottfr@berkeley.edu>
LicenseGPL (>= 2)
Version1.0.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("A3")

Popular man pages

a3.base: Base A3 Results Calculation
a3.lm: A3 for Linear Regressions
a3-package: A3 Error Metrics for Predictive Models
a3.r2: Cross-Validated R^2
housing: Boston Housing Prices
plotPredictions: Plot Predicted versus Observed
plotSlopes: Plot Distribution of Slopes
See all...

All man pages Function index File listing

Man pages

a3: A3 Results for Arbitrary Model
a3.base: Base A3 Results Calculation
a3.gen.default: Stochastic Data Generators
a3.lm: A3 for Linear Regressions
a3-package: A3 Error Metrics for Predictive Models
a3.r2: Cross-Validated R^2
housing: Boston Housing Prices
multifunctionality: Ecosystem Multifunctionality
plot.A3: Plot A3 Results
plotPredictions: Plot Predicted versus Observed
plotSlopes: Plot Distribution of Slopes
print.A3: Print Fit Results
xtable.A3: Nicely Formatted Fit Results

Functions

A3-package Man page
a3 Man page Source code
a3.base Man page Source code
a3.gen.autocor Man page Source code
a3.gen.bootstrap Man page Source code
a3.gen.default Man page Source code
a3.gen.normal Man page Source code
a3.gen.resample Man page Source code
a3.lm Man page Source code
a3.r2 Man page Source code
housing Man page
multifunctionality Man page
plot.A3 Man page Source code
plotPredictions Man page Source code
plotSlopes Man page Source code
print.A3 Man page Source code
xtable.A3 Man page Source code

Files

inst
inst/CITATION
NAMESPACE
NEWS
data
data/housing.RData
data/multifunctionality.RData
R
R/A3.R
R/A3.data.R
MD5
DESCRIPTION
man
man/print.A3.Rd
man/plotSlopes.Rd
man/a3-package.Rd
man/housing.Rd
man/a3.Rd
man/plot.A3.Rd
man/xtable.A3.Rd
man/a3.gen.default.Rd
man/multifunctionality.Rd
man/plotPredictions.Rd
man/a3.base.Rd
man/a3.lm.Rd
man/a3.r2.Rd
A3 documentation built on May 19, 2017, 10:59 p.m.

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