Update app.R

app.R

@@ -1,5 +1,6 @@
-# Script: app_ono.R
 # setwd("~/Dropbox/OptimizingSI/Analysis/ono")
+# install.packages( "~/Documents/strategize-software/strategize", repos = NULL, type = "source",force = F)
+# Script: app_ono.R
 
 options(error = NULL)
 library(shiny)
@@ -157,6 +158,7 @@ server <- function(input, output, session) {
           lambda = my_lambda,
           diff = TRUE, 
           adversarial = FALSE,
+          use_regularization = TRUE, 
           K = 1L, # Base analysis
           nSGD = params$nSGD,
           penalty_type = params$penalty_type,
@@ -244,13 +246,15 @@ server <- function(input, output, session) {
           
           lambda = my_lambda,
           diff = TRUE, 
+          use_regularization = TRUE,
           force_gaussian = FALSE,
           adversarial = TRUE,
-          nFolds_glm = 3L, 
+          #nFolds_glm = 3L, 
           K = 1L,
-          nMonte_adversarial = 100L,
+          nMonte_adversarial = 20L,
           nSGD = params$nSGD,
           penalty_type = params$penalty_type,
+          learning_rate_max = 0.000001,
           use_optax = params$use_optax,
           compute_se = params$compute_se,
           conf_level = params$conf_level,
@@ -259,8 +263,8 @@ server <- function(input, output, session) {
         )
         
         # Identify Democrat vs Republican based on "Pro-life" stance
-        prolife_probs <- c(Qoptimized$pi_star_point$k1$Position.on.abortion["Pro-life"],
-                           Qoptimized$pi_star_point$k2$Position.on.abortion["Pro-life"])
+        prolife_probs <- c(Qoptimized$pi_star_point$Democrat$Position.on.abortion["Pro-life"],
+                           Qoptimized$pi_star_point$Republican$Position.on.abortion["Pro-life"])
         which_repub <- which.max(prolife_probs)
         if (which_repub == 1) {
           # Swap