diff --git a/code/bolsonaro/data/dataset_loader.py b/code/bolsonaro/data/dataset_loader.py
index a80d3ca5132427202a56a63ce94659b5c3d713e3..fc0caa8922c36bc5b8e420d6cde7317119e8cd67 100644
--- a/code/bolsonaro/data/dataset_loader.py
+++ b/code/bolsonaro/data/dataset_loader.py
@@ -110,6 +110,9 @@ class DatasetLoader(object):
         elif name == 'kr-vs-kp':
             dataset_loading_func = change_binary_func_openml('kr-vs-kp')
             task = Task.BINARYCLASSIFICATION
+        elif name == 'kin8nm':
+            X, y = fetch_openml('kin8nm', return_X_y=True, random_state=dataset_parameters.random_state)
+            task = Task.REGRESSION
         else:
             raise ValueError("Unsupported dataset '{}'".format(name))