diff --git a/Orange/widgets/visualize/_owmap/owmap.js b/Orange/widgets/visualize/_owmap/owmap.js
index dd45b727396..6cda2ac3229 100644
--- a/Orange/widgets/visualize/_owmap/owmap.js
+++ b/Orange/widgets/visualize/_owmap/owmap.js
@@ -644,7 +644,7 @@ legendControl.onAdd = function () {
     if (model_predictions.extrema) {
         var box = L.DomUtil.create('div', 'legend-box', div);
         box.innerHTML += L.Util.template(
-            '<h3>Heatmap</h3><hr/>' +
+            '<h3>Overlay</h3><hr/>' +
             '<table class="continuous">' +  // I'm sorry
             '<tr><td rowspan="2" style="width:2em; background:linear-gradient({colors})"></td><td> {minval}</td></tr>' +
             '<tr><td> {maxval}</td></tr>' +
@@ -658,7 +658,7 @@ legendControl.onAdd = function () {
             colors = model_predictions.colors,
             full_labels = model_predictions.full_labels,
             box = L.DomUtil.create('div', 'legend-box', div);;
-        var str = '<h3>Heatmap</h3><hr/>';
+        var str = '<h3>Overlay</h3><hr/>';
         for (var i=0; i<labels.length; ++i) {
             if (i >= 9) {
                 str += L.Util.template('<div>&nbsp;&nbsp;+ {n_more} more ...</div>', {
diff --git a/Orange/widgets/visualize/owmap.py b/Orange/widgets/visualize/owmap.py
index 2354b2ff88a..930a8300d05 100644
--- a/Orange/widgets/visualize/owmap.py
+++ b/Orange/widgets/visualize/owmap.py
@@ -578,7 +578,7 @@ def _set_class_attr():
             else:
                 self.train_model()
 
-        box = gui.vBox(self.controlArea, 'Heatmap')
+        box = gui.vBox(self.controlArea, 'Overlay')
         self._combo_class = combo = gui.comboBox(
             box, self, 'class_attr', orientation=Qt.Horizontal,
             label='Target:', sendSelectedValue=True, callback=_set_class_attr