code_output: SeaClass Output Code Creator

In ChrisDienes/SeaClass: Interactive GUI for analyzing a binary response variable

Description

SeaClass function which outputs analysis code from the output tab based on users input and actions.

Usage

code_output(methodvar, dfvar = NULL, responsevar = NULL, tool1 = NULL,
  tool2 = NULL)

Arguments

methodvar	current application method variable. Options include: "Bias Correction", "Cost Models", "Decision Tree", "Mahalanobis Distance", "One Class SVM", "Prediction Models", "Single Variable: All", "Single Variable: Categorical", "SMOTE", "Train/Test Split", "Thresholds: Accuracy", "Thresholds: True Positive", "Variable Selection: PCA", and "Variable Selection: Supervised".
dfvar	current application data frame variable. Defaults to NULL.
responsevar	current application response variable. Defaults to NULL.
tool1	current application input variable from shiny input$tool1. Defaults to NULL.
tool2	current application input variable from shiny input$tool2. Defaults to NULL.

Details

SeaClass helper function; not intended for general use.

Value

Returns R code in text format for current application analysis.

See Also

SeaClass

Examples

## Not run: 
X <- matrix(rnorm(1000,0,1),ncol=10,nrow=100)
X[1:10,] <- X[1:10,] + 3
Y <- c(rep(1,10), rep(0,990))
DF <- data.frame(Y = Y , X)
my_text <- code_output(methodvar = "Mahalanobis Distance", dfvar = "DF", responsevar = "Y", tool1 = 20, tool2 = NULL)
cat(my_text)
## End(Not run)

ChrisDienes/SeaClass documentation built on May 18, 2019, 9:15 p.m.