diff --git a/python/plugins/processing/algs/qgis/Heatmap.py b/python/plugins/processing/algs/qgis/Heatmap.py
index 32f6c71aee8..1e8faee8f2c 100644
--- a/python/plugins/processing/algs/qgis/Heatmap.py
+++ b/python/plugins/processing/algs/qgis/Heatmap.py
@@ -81,8 +81,10 @@ class Heatmap(GeoAlgorithm):
                                           self.tr('Radius (layer units)'),
                                           0.0, 9999999999, 100.0))
 
-        self.addParameter(ParameterTableField(self.RADIUS_FIELD,
-                                              self.tr('Radius from field'), self.INPUT_LAYER, optional=True, datatype=ParameterTableField.DATA_TYPE_NUMBER))
+        radius_field_param = ParameterTableField(self.RADIUS_FIELD,
+                                                 self.tr('Radius from field'), self.INPUT_LAYER, optional=True, datatype=ParameterTableField.DATA_TYPE_NUMBER)
+        radius_field_param.isAdvanced = True
+        self.addParameter(radius_field_param)
 
         class ParameterHeatmapPixelSize(ParameterNumber):
 
@@ -99,15 +101,23 @@ class Heatmap(GeoAlgorithm):
                                                     minValue=0.0, maxValue=9999999999, default=0.1,
                                                     metadata={'widget_wrapper': HeatmapPixelSizeWidgetWrapper}))
 
-        self.addParameter(ParameterTableField(self.WEIGHT_FIELD,
-                                              self.tr('Weight from field'), self.INPUT_LAYER, optional=True, datatype=ParameterTableField.DATA_TYPE_NUMBER))
-        self.addParameter(ParameterSelection(self.KERNEL,
-                                             self.tr('Kernel shape'), self.KERNELS))
-        self.addParameter(ParameterNumber(self.DECAY,
-                                          self.tr('Decay ratio (Triangular kernels only)'),
-                                          -100.0, 100.0, 0.0))
-        self.addParameter(ParameterSelection(self.OUTPUT_VALUE,
-                                             self.tr('Output value scaling'), self.OUTPUT_VALUES))
+        weight_field_param = ParameterTableField(self.WEIGHT_FIELD,
+                                                 self.tr('Weight from field'), self.INPUT_LAYER, optional=True, datatype=ParameterTableField.DATA_TYPE_NUMBER)
+        weight_field_param.isAdvanced = True
+        self.addParameter(weight_field_param)
+        kernel_shape_param = ParameterSelection(self.KERNEL,
+                                                self.tr('Kernel shape'), self.KERNELS)
+        kernel_shape_param.isAdvanced = True
+        self.addParameter(kernel_shape_param)
+        decay_ratio = ParameterNumber(self.DECAY,
+                                      self.tr('Decay ratio (Triangular kernels only)'),
+                                      -100.0, 100.0, 0.0)
+        decay_ratio.isAdvanced = True
+        self.addParameter(decay_ratio)
+        output_scaling = ParameterSelection(self.OUTPUT_VALUE,
+                                            self.tr('Output value scaling'), self.OUTPUT_VALUES)
+        output_scaling.isAdvanced = True
+        self.addParameter(output_scaling)
         self.addOutput(OutputRaster(self.OUTPUT_LAYER,
                                     self.tr('Heatmap')))
 
diff --git a/python/plugins/processing/algs/qgis/ui/HeatmapWidgets.py b/python/plugins/processing/algs/qgis/ui/HeatmapWidgets.py
index f80a5cc6e0d..a8f53e30019 100644
--- a/python/plugins/processing/algs/qgis/ui/HeatmapWidgets.py
+++ b/python/plugins/processing/algs/qgis/ui/HeatmapWidgets.py
@@ -168,7 +168,8 @@ class HeatmapPixelSizeWidgetWrapper(WidgetWrapper):
             w.setMinimum(0)
             w.setMaximum(99999999999)
             w.setDecimals(6)
-            w.setTooltip(self.tr('Resolution of each pixel in output raster, in layer units'))
+            w.setToolTip(self.tr('Resolution of each pixel in output raster, in layer units'))
+            return w
 
     def postInitialize(self, wrappers):
         if self.dialogType != DIALOG_STANDARD: