Add second objective to importance docs and update images

Author: Sarah Krebs

deepcave/plugins/objective/pareto_front.py

@@ -137,7 +137,7 @@ def get_input_layout(register: Callable) -> List[Any]:
                 [
                     dbc.Col(
                         [
-                            dbc.Label("Objective #1"),
+                            dbc.Label("Objective 1"),
                             dbc.Select(
                                 id=register("objective_id_1", ["value", "options"], type=int),
                                 placeholder="Select objective ...",
@@ -147,7 +147,7 @@ def get_input_layout(register: Callable) -> List[Any]:
                     ),
                     dbc.Col(
                         [
-                            dbc.Label("Objective #2"),
+                            dbc.Label("Objective 2"),
                             dbc.Select(
                                 id=register("objective_id_2", ["value", "options"], type=int),
                                 placeholder="Select objective ...",

docs/images/plugins/ablation_paths.png

@@ -1,5 +1,5 @@
 Ablation Paths
-===========
+=============
 
 Ablation Paths is a method to analyze the importance of hyperparameters in a configuration space.
 Starting from a default configuration, the default configuration is iteratively changed to the
@@ -36,7 +36,7 @@ non-dominated solutions. For more detail on this, please see the paper
 
 Options
 -------
-* **Objective**: Select the objective function you wish to analyze.
+* **Objective 1 / 2**: Choose the objective you wish to calculate the ablation path for. Optionally, choose a second objective to see how the importance changes from one objective to the other.
 
 * **Trees:** Specify the number of trees for the random forest surrogate model used in calculating importance scores.
 

docs/images/plugins/importances.png

@@ -52,7 +52,7 @@ see the paper `Hyperparameter Importance Analysis for Multi-Objective AutoML
 Options
 -------
 
-* **Objective:** Select the objective function you wish to analyze.
+* **Objective 1 / 2**: Choose the objective you wish to calculate the importance for. Optionally, choose a second objective to see how the importance changes from one objective to the other.
 
 * **Method:** Whether to calculate the local parameter importance or the fANOVA importance.
 

docs/plugins/ablation_paths.rst

@@ -21,7 +21,7 @@ This plugin can help answer the following questions:
 Options
 -------
 
-* **Objective #1 / #2:** Select the objective functions you wish to analyze.
+* **Objective 1 / 2:** Select the objective functions you wish to analyze.
 
 * **Budget**: Select the multi-fidelity budget to be used. The plugin will only consider trials evaluated
   on the selected budget. The *Combined* budget option displays all configurations but shows scores only