radiant.model: Model Menu for Radiant: Business Analytics using R and Shiny
Version 0.8.0

The Radiant Model menu includes interfaces for linear and logistic regression, Neural Networks, model evaluation, decision analysis, and simulation. The application extends the functionality in radiant.data.

Browse man pages Browse package API and functions Browse package files

AuthorVincent Nijs [aut, cre]
Date of publication2017-04-28 23:14:38 UTC
MaintainerVincent Nijs <radiant@rady.ucsd.edu>
LicenseAGPL-3 | file LICENSE
Version0.8.0
URL https://github.com/radiant-rstats/radiant.model
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("radiant.model")

Man pages

ann: Artificial Neural Networks
auc: Area Under the Curve (AUC)
catalog: Catalog sales for men's and women's apparel
cf: Movie ratings
confint_robust: Confidence interval for robust estimators
confusion: Confusion matrix
crs: Collaborative Filtering
crtree: Classification and regression trees
direct_marketing: Direct marketing data
dtree: Create a decision tree
dtree_parser: Parse yaml input for dtree to provide (more) useful error...
dvd: Data on DVD sales
evalbin: Model evalbin
evalreg: Model evalreg
find_max: Find maxium value of a vector
find_min: Find minimum value of a vector
houseprices: Houseprices
ideal: Ideal data for linear regression
logistic: Logistic regression
minmax: Calculate min and max before standardization
nb: Naive Bayes using e1071::naiveBayes
plot.ann: Plot method for the ann function
plot.confusion: Plot method for the confusion matrix
plot.crs: Plot method for the crs function
plot.crtree: Plot method for the crtree function
plot.dtree: Plot method for the dtree function
plot.evalbin: Plot method for the evalbin function
plot.evalreg: Plot method for the evalreg function
plot.logistic: Plot method for the logistic function
plot.model.predict: Plot method for model.predict functions
plot.nb: Plot method for the nb function
plot.nb.predict: Plot method for nb.predict function
plot.regress: Plot method for the regress function
plot.repeater: Plot repeated simulation
plot.simulater: Plot method for the simulater function
predict.ann: Predict method for the ann function
predict.crtree: Predict method for the crtree function
predict.logistic: Predict method for the logistic function
predict_model: Predict method for model functions
predict.nb: Predict method for the nb function
predict.regress: Predict method for the regress function
print.ann.predict: Print method for predict.ann
print.crtree.predict: Print method for predict.crtree
print.logistic.predict: Print method for logistic.predict
print.nb.predict: Print method for predict.nb
print_predict_model: Print method for the model prediction
print.regress.predict: Print method for predict.regress
radiant.model: radiant.model
radiant.model-deprecated: Deprecated function(s) in the radiant.model package
regress: Linear regression using OLS
render.DiagrammeR: Method to render DiagrammeR plots
repeater: Repeat simulation
scaledf: Center or standardize variables in a data frame
sdw: Standard deviation of weighted sum of variables
sensitivity: Method to evaluate sensitivity of an analysis
sensitivity.dtree: Evaluate sensitivity of the decision tree
sim_cleaner: Clean input command string
sim_splitter: Split input command string
sim_summary: Print simulation summary
simulater: Simulate data for decision analysis
store_ann: Deprecated function to store predictions from an ANN
store.crs: Store predicted values generated in the crs function
store_glm: Deprecated function to store logistic regression residuals...
store.model: Store residuals from a model
store.model.predict: Store predicted values generated in model functions
store.nb.predict: Store predicted values generated in the nb function
store_reg: Deprecated function to store regression residuals and...
summary.ann: Summary method for the ann function
summary.confusion: Summary method for the confusion matrix
summary.crs: Summary method for Collaborative Filter
summary.crtree: Summary method for the crtree function
summary.dtree: Summary method for the dtree function
summary.evalbin: Summary method for the evalbin function
summary.evalreg: Summary method for the evalreg function
summary.logistic: Summary method for the logistic function
summary.nb: Summary method for the nb function
summary.regress: Summary method for the regress function
summary.repeater: Summarize repeated simulation
summary.simulater: Summary method for the simulater function
test_specs: Add interaction terms to list of test variables if needed
var_check: Check if main effects for all interaction effects are...
write.coeff: Write coefficient table for linear and logistic regression

Functions

ann Man page Source code
auc Man page Source code
catalog Man page
cf Man page
confint_robust Man page Source code
confusion Man page Source code
crs Man page Source code
crtree Man page Source code
direct_marketing Man page
dtree Man page Source code
dtree_parser Man page Source code
dvd Man page
evalbin Man page Source code
evalreg Man page Source code
find_max Man page Source code
find_min Man page Source code
glm_reg Man page Source code
houseprices Man page
ideal Man page
logistic Man page Source code
minmax Man page Source code
nb Man page Source code
performance Man page Source code
plot.ann Man page Source code
plot.confusion Man page Source code
plot.crs Man page Source code
plot.crtree Man page Source code
plot.dtree Man page Source code
plot.evalbin Man page Source code
plot.evalreg Man page Source code
plot.logistic Man page Source code
plot.model.predict Man page Source code
plot.nb Man page Source code
plot.nb.predict Man page Source code
plot.regress Man page Source code
plot.repeater Man page Source code
plot.simulater Man page Source code
predict.ann Man page Source code
predict.crtree Man page Source code
predict.logistic Man page Source code
predict.nb Man page Source code
predict.regress Man page Source code
predict_model Man page Source code
print.ann.predict Man page Source code
print.crtree.predict Man page Source code
print.logistic.predict Man page Source code
print.nb.predict Man page Source code
print.regress.predict Man page Source code
print_predict_model Man page Source code
radiant.model Man page Man page Source code
radiant.model-deprecated Man page
radiant.model-deprecated-package Man page
radiant.model-package Man page
regress Man page Source code
regression Man page Source code
render.DiagrammeR Man page Source code
repeater Man page Source code
scaledf Man page Source code
sdw Man page Source code
sensitivity Man page Source code
sensitivity.dtree Man page Source code
sim_cleaner Man page Source code
sim_splitter Man page Source code
sim_summary Man page Source code
simulater Man page Source code
store.crs Man page Source code
store.model Man page Source code
store.model.predict Man page Source code
store.nb.predict Man page Source code
store_ann Man page Source code
store_glm Man page Source code
store_reg Man page Source code
summary.ann Man page Source code
summary.confusion Man page Source code
summary.crs Man page Source code
summary.crtree Man page Source code
summary.dtree Man page Source code
summary.evalbin Man page Source code
summary.evalreg Man page Source code
summary.logistic Man page Source code
summary.nb Man page Source code
summary.regress Man page Source code
summary.repeater Man page Source code
summary.simulater Man page Source code
test_specs Man page Source code
var_check Man page Source code
write.coeff Man page Source code

Files

COPYING
inst
inst/app
inst/app/ui.R
inst/app/server.R
inst/app/www
inst/app/www/js
inst/app/www/js/run_return.js
inst/app/www/style.css
inst/app/radiant.R
inst/app/init.R
inst/app/help.R
inst/app/tools
inst/app/tools/help
inst/app/tools/help/figures
inst/app/tools/help/figures/place_holder.txt
inst/app/tools/help/anova.Rmd
inst/app/tools/help/ann.md
inst/app/tools/help/simulater.md
inst/app/tools/help/evalbin.md
inst/app/tools/help/regress.md
inst/app/tools/help/regress.Rmd
inst/app/tools/help/crs.md
inst/app/tools/help/dtree.md
inst/app/tools/help/logistic.md
inst/app/tools/help/nb.md
inst/app/tools/help/anova.md
inst/app/tools/help/figure
inst/app/tools/help/figure/unnamed-chunk-5-1.png
inst/app/tools/help/simulater.Rmd
inst/app/tools/help/evalreg.md
inst/app/tools/help/crtree.md
inst/app/tools/help/dtree.Rmd
inst/app/tools/help/logistic.Rmd
inst/app/tools/analysis
inst/app/tools/analysis/naivebayes_ui.R
inst/app/tools/analysis/evalreg_ui.R
inst/app/tools/analysis/ann_ui.R
inst/app/tools/analysis/evalbin_ui.R
inst/app/tools/analysis/dtree_ui.R
inst/app/tools/analysis/logistic_ui.R
inst/app/tools/analysis/rfm_ui.R
inst/app/tools/analysis/crs_ui.R
inst/app/tools/analysis/regress_ui.R
inst/app/tools/analysis/simulater_ui.R
inst/app/tools/analysis/crtree_ui.R
inst/app/global.R
tests
tests/testthat.R
tests/testthat
tests/testthat/output
tests/testthat/output/regress1.txt
tests/testthat/test_stats.R
NAMESPACE
NEWS.md
data
data/cf.rda
data/direct_marketing.rda
data/catalog.rda
data/houseprices.rda
data/dvd.rda
data/ideal.rda
R
R/simulater.R
R/crtree.R
R/aaa.R
R/evalbin.R
R/regress.R
R/radiant.R
R/evalreg.R
R/deprecated.R
R/logistic.R
R/dtree.R
R/rfm.R
R/naivebayes.R
R/ann.R
R/crs.R
README.md
MD5
DESCRIPTION
man
man/plot.nb.predict.Rd
man/sim_splitter.Rd
man/scaledf.Rd
man/store.nb.predict.Rd
man/summary.simulater.Rd
man/print.crtree.predict.Rd
man/predict_model.Rd
man/plot.evalreg.Rd
man/crtree.Rd
man/summary.crs.Rd
man/print_predict_model.Rd
man/houseprices.Rd
man/plot.nb.Rd
man/find_max.Rd
man/sensitivity.Rd
man/summary.evalreg.Rd
man/plot.ann.Rd
man/plot.regress.Rd
man/dvd.Rd
man/summary.dtree.Rd
man/var_check.Rd
man/sdw.Rd
man/predict.logistic.Rd
man/summary.logistic.Rd
man/confusion.Rd
man/crs.Rd
man/nb.Rd
man/store.model.predict.Rd
man/evalbin.Rd
man/repeater.Rd
man/radiant.model.Rd
man/direct_marketing.Rd
man/logistic.Rd
man/store.model.Rd
man/auc.Rd
man/summary.evalbin.Rd
man/summary.crtree.Rd
man/plot.evalbin.Rd
man/sim_summary.Rd
man/predict.crtree.Rd
man/summary.regress.Rd
man/store_ann.Rd
man/minmax.Rd
man/store_glm.Rd
man/store.crs.Rd
man/sensitivity.dtree.Rd
man/evalreg.Rd
man/plot.model.predict.Rd
man/ideal.Rd
man/summary.ann.Rd
man/plot.crs.Rd
man/catalog.Rd
man/test_specs.Rd
man/print.nb.predict.Rd
man/summary.nb.Rd
man/summary.repeater.Rd
man/plot.dtree.Rd
man/render.DiagrammeR.Rd
man/cf.Rd
man/simulater.Rd
man/plot.logistic.Rd
man/predict.ann.Rd
man/radiant.model-deprecated.Rd
man/find_min.Rd
man/print.regress.predict.Rd
man/confint_robust.Rd
man/store_reg.Rd
man/dtree.Rd
man/plot.confusion.Rd
man/plot.simulater.Rd
man/predict.nb.Rd
man/write.coeff.Rd
man/summary.confusion.Rd
man/dtree_parser.Rd
man/predict.regress.Rd
man/plot.crtree.Rd
man/print.logistic.predict.Rd
man/print.ann.predict.Rd
man/regress.Rd
man/plot.repeater.Rd
man/ann.Rd
man/sim_cleaner.Rd
LICENSE
radiant.model documentation built on May 19, 2017, 9:56 p.m.