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

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.

AuthorVincent Nijs [aut, cre]
Date of publication2016-09-18 12:52:42
MaintainerVincent Nijs <radiant@rady.ucsd.edu>
LicenseAGPL-3 | file LICENSE
Version0.6.0
https://github.com/radiant-rstats/radiant.model

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...

Functions

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

Files

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

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