1. Choose your Outcome column

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2. Choose your Numeric columns

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3. Choose your Factor columns Current logistic model formula

4. (Optional) Add factor interactions to the formula

n-way Interaction= (a+b+..)^n . i.e(output_col ~ (numeric_col1+numeric_col2)^2 + as.factor("factor_col1")

Interactive effect = a:b . i.e(output_col ~ +numeric_col1:numeric_col2 + as.factor("factor_col1")

Factorial Interactin = a*b . i.e(output_col ~ numeric_col1*numeric_col2 + as.factor("factor_col1")

Minus effect = -a:b . i.e(output_col ~ -numeric_col1:numeric_col2 + as.factor("factor_col1")

Nesting Term = a %in% b . i.e(output_col ~ numeric_col1 %in% numeric_col2 + as.factor("factor_col1")

4. Go to Results once 1-3 are picked, results change automatically when columns are changed