When going to install Spark, try right-click -> Run As Administrator
When uninstalling, find the uninstaller from your All Programs -> Spark -> Spark Uninstaller --- make sure to Right Click -> Run as Administrator
Try using this installer when you do a fresh install: http://www.igniterealtime.org/builds/spark/dailybuilds/spark_2_7_0_653.exe