Disable Apple Magic Mouse Horizontal Scroll
Solution 1:
You can use MagicPrefs to disable it. After installing it, you can open its Preference Pane in System Preferences and click "Configure Scrolling". Note that to completely disable horizontal scrolling, you also need to disable diagonal scrolling. You can choose to disable it for one or two or three finger scrolling.