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gamclass

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Version

Install

install.packages('gamclass')

Monthly Downloads

249

Version

0.62.5

License

GPL (>= 2)

Maintainer

John Maindonald

Last Published

August 21st, 2023

Functions in gamclass (0.62.5)

FARS

US fatal road accident data for automobiles, 1998 to 2010
airAccs

Aircraft Crash data
bssBYcut

Between group SS for y, for all possible splits on values of x
simreg

Simulate (repeated) regression calculations
fars2007

US Fatal Road Accident Data, 2007 and 2008
RFcluster

Random forests estimate of predictive accuracy for clustered data
tabFarsDead

Extract ratio of ratios estimate of safety device effectiveness, from the Fars dataset.
compareModels

Compare accuracy of alternative classification methods
CVcluster

Cross-validation estimate of predictive accuracy for clustered data
german

German credit scoring data
CVgam

Cross-validation estimate of accuracy from GAM model fit
cvalues

Historical speed of light measurements
frontDeaths

Safety Device effectiveness Measures, by Year
greatLakesM

Monthly Great Lake heights: 1918 - 2019
eventCounts

Tabulate vector of dates by specified time event
plotFars

Plot Protection Device Effectiveness Measure Against Year
relDeaths

Yearly Driver deaths, as Fraction of Deaths for All Years
confusion

Given actual and predicted group assignments, give the confusion matrix
coralPval

P-values from biological expression array data
ldaErr

Calculate Error Rates for Linear Discriminant Model
loti

Global temperature anomalies
bomregions2018

Australian and Related Historical Annual Climate Data, by Region
bronchitis

Chronic bronchitis in a sample of men in Cardiff
gamRF

Random forest fit to residuals from GAM model
gamclass-package

Functions and Data for a Course in Modern Regression
rfErr

Calculate Error Rates for randomForest model
rpartErr

Calculate Error Rates for rpart model
addhlines

Add horizontal lines to plot.