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

Share:

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.

Author
Vincent Nijs [aut, cre]
Date of publication
2016-09-18 12:52:42
Maintainer
Vincent Nijs <radiant@rady.ucsd.edu>
License
AGPL-3 | file LICENSE
Version
0.6.0
URLs

View on CRAN

Man pages

ann
Artificial Neural Networks
auc
Area Under the Curve (AUC)
catalog
Catalog sales for men's and women's apparel
confint_robust
Confidence interval for robust estimators
confusion
Confusion matrix
crs
Collaborative Filtering
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
Generalized linear models (GLM)
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.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.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.logistic
Predict method for the logistic function
predict.model
Predict method for model functions
predict.regress
Predict method for the regress function
print.ann.predict
Print method for predict.ann
print.logistic.predict
Print method for logistic.predict
print.model.predict
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_reg
Deprecated function to store regression residuals and...
summary.ann
Summary method for the ann function
summary.crs
Summary method for Collaborative Filter
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.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...

Files in this package

radiant.model
radiant.model/COPYING
radiant.model/inst
radiant.model/inst/app
radiant.model/inst/app/ui.R
radiant.model/inst/app/server.R
radiant.model/inst/app/www
radiant.model/inst/app/www/style.css
radiant.model/inst/app/radiant.R
radiant.model/inst/app/init.R
radiant.model/inst/app/help.R
radiant.model/inst/app/tools
radiant.model/inst/app/tools/help
radiant.model/inst/app/tools/help/figures
radiant.model/inst/app/tools/help/figures/place_holder.txt
radiant.model/inst/app/tools/help/anova.Rmd
radiant.model/inst/app/tools/help/ann.md
radiant.model/inst/app/tools/help/simulater.md
radiant.model/inst/app/tools/help/evalbin.md
radiant.model/inst/app/tools/help/regress.md
radiant.model/inst/app/tools/help/regress.Rmd
radiant.model/inst/app/tools/help/crs.md
radiant.model/inst/app/tools/help/dtree.md
radiant.model/inst/app/tools/help/logistic.md
radiant.model/inst/app/tools/help/anova.md
radiant.model/inst/app/tools/help/figure
radiant.model/inst/app/tools/help/figure/unnamed-chunk-5-1.png
radiant.model/inst/app/tools/help/simulater.Rmd
radiant.model/inst/app/tools/help/evalreg.md
radiant.model/inst/app/tools/help/confusion.md
radiant.model/inst/app/tools/help/dtree.Rmd
radiant.model/inst/app/tools/help/logistic.Rmd
radiant.model/inst/app/tools/analysis
radiant.model/inst/app/tools/analysis/evalreg_ui.R
radiant.model/inst/app/tools/analysis/ann_ui.R
radiant.model/inst/app/tools/analysis/evalbin_ui.R
radiant.model/inst/app/tools/analysis/dtree_ui.R
radiant.model/inst/app/tools/analysis/logistic_ui.R
radiant.model/inst/app/tools/analysis/rfm_ui.R
radiant.model/inst/app/tools/analysis/crs_ui.R
radiant.model/inst/app/tools/analysis/regress_ui.R
radiant.model/inst/app/tools/analysis/simulater_ui.R
radiant.model/inst/app/global.R
radiant.model/tests
radiant.model/tests/testthat.R
radiant.model/tests/testthat
radiant.model/tests/testthat/output
radiant.model/tests/testthat/output/regress1.txt
radiant.model/tests/testthat/test_stats.R
radiant.model/NAMESPACE
radiant.model/NEWS.md
radiant.model/data
radiant.model/data/direct_marketing.rda
radiant.model/data/catalog.rda
radiant.model/data/houseprices.rda
radiant.model/data/dvd.rda
radiant.model/data/ideal.rda
radiant.model/R
radiant.model/R/simulater.R
radiant.model/R/aaa.R
radiant.model/R/evalbin.R
radiant.model/R/regress.R
radiant.model/R/radiant.R
radiant.model/R/evalreg.R
radiant.model/R/deprecated.R
radiant.model/R/logistic.R
radiant.model/R/dtree.R
radiant.model/R/rfm.R
radiant.model/R/ann.R
radiant.model/R/crs.R
radiant.model/README.md
radiant.model/MD5
radiant.model/DESCRIPTION
radiant.model/man
radiant.model/man/sim_splitter.Rd
radiant.model/man/scaledf.Rd
radiant.model/man/summary.simulater.Rd
radiant.model/man/plot.evalreg.Rd
radiant.model/man/summary.crs.Rd
radiant.model/man/houseprices.Rd
radiant.model/man/find_max.Rd
radiant.model/man/sensitivity.Rd
radiant.model/man/summary.evalreg.Rd
radiant.model/man/plot.ann.Rd
radiant.model/man/predict.model.Rd
radiant.model/man/plot.regress.Rd
radiant.model/man/dvd.Rd
radiant.model/man/summary.dtree.Rd
radiant.model/man/var_check.Rd
radiant.model/man/sdw.Rd
radiant.model/man/predict.logistic.Rd
radiant.model/man/summary.logistic.Rd
radiant.model/man/confusion.Rd
radiant.model/man/crs.Rd
radiant.model/man/store_crs.Rd
radiant.model/man/store.model.predict.Rd
radiant.model/man/evalbin.Rd
radiant.model/man/repeater.Rd
radiant.model/man/radiant.model.Rd
radiant.model/man/direct_marketing.Rd
radiant.model/man/logistic.Rd
radiant.model/man/store.model.Rd
radiant.model/man/auc.Rd
radiant.model/man/summary.evalbin.Rd
radiant.model/man/plot.evalbin.Rd
radiant.model/man/sim_summary.Rd
radiant.model/man/summary.regress.Rd
radiant.model/man/store_ann.Rd
radiant.model/man/store_glm.Rd
radiant.model/man/sensitivity.dtree.Rd
radiant.model/man/evalreg.Rd
radiant.model/man/plot.model.predict.Rd
radiant.model/man/ideal.Rd
radiant.model/man/summary.ann.Rd
radiant.model/man/plot.crs.Rd
radiant.model/man/catalog.Rd
radiant.model/man/test_specs.Rd
radiant.model/man/summary.repeater.Rd
radiant.model/man/plot.dtree.Rd
radiant.model/man/render.DiagrammeR.Rd
radiant.model/man/simulater.Rd
radiant.model/man/plot.logistic.Rd
radiant.model/man/predict.ann.Rd
radiant.model/man/radiant.model-deprecated.Rd
radiant.model/man/find_min.Rd
radiant.model/man/print.regress.predict.Rd
radiant.model/man/confint_robust.Rd
radiant.model/man/store_reg.Rd
radiant.model/man/dtree.Rd
radiant.model/man/plot.confusion.Rd
radiant.model/man/print.model.predict.Rd
radiant.model/man/plot.simulater.Rd
radiant.model/man/dtree_parser.Rd
radiant.model/man/predict.regress.Rd
radiant.model/man/print.logistic.predict.Rd
radiant.model/man/print.ann.predict.Rd
radiant.model/man/regress.Rd
radiant.model/man/plot.repeater.Rd
radiant.model/man/ann.Rd
radiant.model/man/sim_cleaner.Rd
radiant.model/LICENSE