protect from sparseness

R/orsf_R6.R

@@ -1,10 +1,7 @@
 
 # TODO:
 # - add nocov to cpp
-# - automatic bounds for pd (better interface)
-# - tests for check_oobag_eval_function
 # - tests for survival forest w/no censored
-# - tests for check_oobag_eval_function_internal
 
 
 # ObliqueForest class ----
@@ -614,7 +611,9 @@ ObliqueForest <- R6::R6Class(
     pred_spec <- list_init(pred_spec)
 
     for(i in names(pred_spec)){
-     pred_spec[[i]] <- self$get_var_bounds(i)
+
+     pred_spec[[i]] <- unique(self$get_var_bounds(i))
+
     }
 
    } else if (inherits(pred_spec, 'pspec_intr')){
@@ -978,11 +977,26 @@ ObliqueForest <- R6::R6Class(
 
   get_var_bounds = function(.name){
 
-   if(.name %in% private$data_names$x_numeric)
-    return(as.numeric(private$data_bounds[, .name]))
-   else
+   if(.name %in% private$data_names$x_numeric){
+
+    out <- unique(as.numeric(private$data_bounds[, .name]))
+
+    if(length(out) < 5){
+     # too few unique values to use quantiles,
+     # so use the most common unique values instead.
+     unis <- sort(table(self$data[[.name]]), decreasing = TRUE)
+     n_items <- min(5, length(unis))
+     out <- sort(as.numeric(names(all_unis)[seq(n_items)]))
+    }
+
+    return(out)
+
+   } else {
+
     return(private$data_fctrs$lvls[[.name]])
 
+   }
+
   },
 
   get_var_type = function(.name){

R/orsf_vint.R

@@ -85,7 +85,7 @@ orsf_vint <- function(object,
                                  pred_spec = pspec,
                                  pred_horizon = NULL,
                                  pred_type = ptype,
-                                 na_action = 'fail',
+                                 na_action = object$na_action,
                                  expand_grid = FALSE,
                                  prob_values = NULL,
                                  prob_labels = NULL,