code: def to_html(self, state_dict=None, add_header=True):
      args = self.get_state_args(state_dict)
      vs_actual = args["pred_or_actual"] == "vs_actual"
      fig = self.explainer.plot_residuals(
          vs_actual=vs_actual,
          residuals=args["residuals"],
          round=self.round,
          plot_sample=self.plot_sample,
      )
      fig.update_layout(margin=dict(t=40, b=40, l=40, r=40))
      html = to_html.card(to_html.fig(fig), title=self.title)
      if add_header:
          return to_html.add_header(html)
      return html
  
imports: import numpy
  import pandas
  import dash
  from dash import html, dcc, Input, Output, State
  from dash.exceptions import PreventUpdate
  import dash_bootstrap_components
  from ..dashboard_methods import *
  from ..None import to_html
label_desc: Use image node_id 3 for calling the ResidualsComponent obj's underlying member method code with example usage: obj.to_html(state_dict, add_header) and returns: html, to_html