Adapt documentation of the Budget

Author: LukasFehring

deepcave/plugins/hyperparameter/pdp.py

@@ -85,6 +85,7 @@ def get_input_layout(register: Callable) -> List[dbc.Row]:
                         [
                             dbc.Label("Budget"),
                             help_button(
+                                "Budget refers to the Multi-Fidelity budget."
                                 "Combined budget means that the trial on the highest"
                                 " evaluated budget is used.\n\n"
                                 "Note: Selecting combined budget might be misleading if"

deepcave/plugins/hyperparameter/symbolic_explanations.py

@@ -89,6 +89,7 @@ def get_input_layout(register: Callable) -> List[Union[dbc.Row, html.Details]]:
                         [
                             dbc.Label("Budget"),
                             help_button(
+                                "Budget refers to the Multi-Fidelity budget."
                                 "Combined budget means that the trial on the highest"
                                 " evaluated budget is used.\n\n"
                                 "Note: Selecting combined budget might be misleading if"

deepcave/plugins/objective/configuration_cube.py

@@ -81,6 +81,7 @@ def get_input_layout(register: Callable) -> List[dbc.Row]:
                         [
                             dbc.Label("Budget"),
                             help_button(
+                                "Budget refers to the Multi-Fidelity budget."
                                 "Combined budget means that the trial on the highest"
                                 " evaluated budget is used.\n\n"
                                 "Note: Selecting combined budget might be misleading if"

deepcave/plugins/summary/footprint.py

@@ -74,6 +74,7 @@ def get_input_layout(register: Callable) -> List[Any]:
                         [
                             dbc.Label("Budget"),
                             help_button(
+                                "Budget refers to the Multi-Fidelity budget."
                                 "Combined budget means that the trial on the highest"
                                 " evaluated budget is used.\n\n"
                                 "Note: Selecting combined budget might be misleading if"

docs/plugins/overview.rst

@@ -23,7 +23,7 @@ This plugin is capable of answering following questions:
 * Is the configuration space as expected?
 * How many trials have been successful/unsuccessful?
 * Why did certain trials crash?
-* On which budgets were the configurations evaluated?
+* On which Multi Fidelity budgets were the configurations evaluated?
 
 
 Quick Information
@@ -36,7 +36,9 @@ the runs were last updated and a handy quick link to the best **Configuration**.
 Meta
 ----
 Next we show some meta information regarding your runs. Notably, you can see information such as the
-possible **budget** allocations that were considered during the run.
+possible **budget** allocations that were considered during the run. The **budget** is the amount of
+resources that were allocated to a configuration as it was beeing evaluated using a Multi-Fidelity 
+Approach.
 
 
 Objectives