diff --git a/code/scripts/generate_plots.py b/code/scripts/generate_plots.py
index ac928d5..9db0cbc 100644
--- a/code/scripts/generate_plots.py
+++ b/code/scripts/generate_plots.py
@@ -1,32 +1,32 @@
 import os
 
 import matplotlib.pyplot as plt
 import pandas as pd
 
 import plots.plot_categories as plot_categories
 import plots.plot_fossil_fuel_industry as plot_fossil_fuel_industry
 import plots.plot_government as plot_government
 import plots.plot_experience as plot_experience
 import plots.plot_missing_participants as plot_missing_participants
 import plots.plot_gender_rate as plot_gender_rate
 import plots.plot_delegation_sizes as plot_delegation_sizes
 import plots.plot_overall_experience_distr as plot_overall_experience_distr
 import plots.plot_delegation_exp as plot_delegation_exp
 import plots.plot_intervention_distr as plot_intervention_distr
 import plots.plot_detailed_experience as plot_detailed_experience
 import plots.plot_participant_graph as plot_participant_graph
 import plots.plot_RMSE_results as plot_RMSE_results
 
-plot_RMSE_results.plot({"Baseline Zero": 9.03, "Ridge regression": 5.01})
+plot_RMSE_results.plot({"Baseline Zero": 9.54, "Baseline Average": 5.02, "Ridge Regression": 5.01, "RR + Log. Transformation": 5.6, "Combined Model": 5.01})
 plot_intervention_distr.plot("../data/data_regression/dataset_interventions.csv")
 plot_fossil_fuel_industry.plot("../results/complete_dataset.csv")
 plot_participant_graph.plot("../results/experience_dict_def.txt")
 plot_gender_rate.plot("../results/complete_dataset.csv")
 plot_detailed_experience.plot("../results/complete_dataset_experience-def.csv")
 plot_experience.plot("../results/complete_dataset_experience-def.csv")
 plot_government.plot("../results/complete_dataset.csv")
 plot_categories.plot("../results/participants-csv/participants_")
 plot_missing_participants.plot("../results/participants-csv/participants_cop")
 plot_delegation_exp.plot("../results/complete_dataset_experience-def.csv")
 plot_overall_experience_distr.plot("../results/complete_dataset_experience-2.csv")
 plot_delegation_sizes.plot("../results/complete_dataset.csv")
diff --git a/code/scripts/plots/plot_RMSE_results.py b/code/scripts/plots/plot_RMSE_results.py
new file mode 100644
index 0000000..fee0457
--- /dev/null
+++ b/code/scripts/plots/plot_RMSE_results.py
@@ -0,0 +1,14 @@
+import matplotlib.pyplot as plt
+
+
+def plot(data):
+    xs = []
+    heights = []
+    for x, h in data.items():
+        xs.append(x)
+        heights.append(h)
+
+    plt.bar(xs, heights)
+    plt.ylabel("RMSE")
+    plt.title("RMSE on the test samples of the different models")
+    plt.show()