Update app.R

app.R

@@ -215,8 +215,9 @@ calculate_timstuff <- function(game) {
            is_strike_swinging = ifelse(is_strike_swinging, 1, 0),
            Pitch = pitch_name,
            ishandL = ifelse(phand == "L",1,0))
+  # game <- calculate_primary(game)
   
-  feature_vars <- c("ishandL","start_speed", "IVB", "HB", "EAA", "x0", "z0", "spin_rate","SADiff","primary_speed","primary_IVB","primary_HB")
+  feature_vars <- c("ishandL","start_speed", "IVB", "HB", "EAA", "x0", "z0", "spin_rate","SADiff","primvelodiff","primivbdiff","primhbdiff")
   complete_rows <- complete.cases(game[, feature_vars])
   game_complete <- game[complete_rows, ]
   game_na <- game[!complete_rows,]
@@ -224,7 +225,11 @@ calculate_timstuff <- function(game) {
   
   rhp <- game_complete
   
-  rhp$TimStuff <- scale_TimStuff(predict(model, as.matrix(cbind(rhp$ishandL,rhp$start_speed, rhp$IVB, rhp$HB, rhp$EAA, rhp$x0, rhp$z0, rhp$spin_rate, rhp$SADiff,rhp$primary_speed,rhp$primary_IVB,rhp$primary_HB))),  -0.002491156,  0.0078211)
+  # rhp <- game_complete[game_complete$ishandL == 0]
+  # 
+  # lhp$TimStuff <- scale_TimStuff(predict(model, as.matrix(cbind(lhp$ishandL,lhp$start_speed, lhp$IVB, lhp$HB, lhp$EAA, lhp$x0, lhp$z0, lhp$spin_rate, lhp$SADiff,lhp$primary_speed,lhp$primary_IVB,lhp$primary_HB))), -0.00249975,  0.007566558)
+  
+  rhp$TimStuff <- scale_TimStuff(predict(model, as.matrix(cbind(rhp$ishandL,rhp$start_speed, rhp$IVB, rhp$HB, rhp$EAA, rhp$x0, rhp$z0, rhp$spin_rate, rhp$SADiff,rhp$primvelodiff,rhp$primivbdiff,rhp$primhbdiff))),  -0.002491156,  0.0078211)
   
   game_complete <- rbind(rhp,game_na)
   return(game_complete)