Error during Elasticsearch MSI Install (both 6.6.2 and 7.0.0)

All,

I am having an issue with installing Elasticsearch (6.6.2 and 7.0.0 MSIs have same issue). The install fails and the error listed is:

Calling custom action Elastic.Installer.Msi!Elastic.Installer.Msi.Elasticsearch.CustomActions.Immediate.ElasticsearchExistingDirectoriesAction.ElasticsearchExistingDirectories
System.Exception: Can not execute Elastic.InstallerHosts.Elasticsearch.Tasks.Install.ExistingDirectoriesTask the model that it was passed has the following errors
• CONFIGDIRECTORYISSPECIFIEDANDSUBPATHOFESHOME: The previous ES_PATH_CONF or ES_CONFIG appears to be a subfolder
of ES_HOME please move these before starting the installation.

at Elastic.InstallerHosts.Tasks.InstallationTaskBase.Execute()
at Elastic.InstallerHosts.SessionExtensions.Handle(Session session, Func`1 action)
CustomAction ElasticsearchExistingDirectoriesAction returned actual error code 1603 (note this may not be 100% accurate if translation happened inside sandbox)

This doesn't make sense to me as the directory structure I am using is
D:\Logging\Elasticsearch\7.0.0
D:\Logging\Elasticsearch\data
D:\Logging\Elasticsearch\config
D:\Logging\Elasticsearch\logs

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