This can happen when the quality of the GPS signal drops off. CourseWalk allows you to undo the last recorded points. To undo, pause the recording and hit the "Eraser" button located between the "Fence" and "+" icon. Press the "+" until the erroneous point has been selected. Then press the trash can icon and rerecord that section.