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

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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.

Author
Scott Fortmann-Roe
Date of publication
2015-08-16 23:05:52
Maintainer
Scott Fortmann-Roe <scottfr@berkeley.edu>
License
GPL (>= 2)
Version
1.0.0

View on CRAN

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

Files in this package

A3
A3/inst
A3/inst/CITATION
A3/NAMESPACE
A3/NEWS
A3/data
A3/data/housing.RData
A3/data/multifunctionality.RData
A3/R
A3/R/A3.R
A3/R/A3.data.R
A3/MD5
A3/DESCRIPTION
A3/man
A3/man/print.A3.Rd
A3/man/plotSlopes.Rd
A3/man/a3-package.Rd
A3/man/housing.Rd
A3/man/a3.Rd
A3/man/plot.A3.Rd
A3/man/xtable.A3.Rd
A3/man/a3.gen.default.Rd
A3/man/multifunctionality.Rd
A3/man/plotPredictions.Rd
A3/man/a3.base.Rd
A3/man/a3.lm.Rd
A3/man/a3.r2.Rd