Where did you get this copy of El Capitan. If it can't be verified it may be the download got damaged while downloading.
Delete it and try downloading again. Use a cabled connection to your router, do not use the mac while it is downloading
or any other devices that share the same internet connection.
This is how to download El Capitan. click on the link below.
How to get old versions of macOS – Apple Support
Go to Download OS and click on OS X El Capitan 10.11
this downloads InstallMacOSX.dmg to your Downloads folder.
The next section can only be done on a mac that is capable of running El Capitan,
a mac that came preinstalled with an OS later than El Capitan will refuse to do the next bit.
When downloaded open to InstallMacOSX.pkg, double-click on
that and an installation window will open, this does not install El Capitan
but converts the InstallMacOSX.pkg to the Install OS X El Capitan.app which
you will find in your Applications folder, it should be 6.2GBs in size.
(If the installation window asks which disk you want to install to, you must pick
the disk that you are booted to at the time. Not any internal or external disk that
you want to eventually install El Capitan on, that is for later.)
Create a bootable USB installer disk using the Install OS X El Capitan.app in the Applications
folder and the createinstallmedia command in the Terminal app.
Read the instructions here,
How to create a bootable installer for macOS – Apple Support
How did you format the new drive.
From the bootable USB installer you would open Disk Utility.
Highlight the Disk not any indented Volumes and click Erase.
Give the Disk a name.
Format: Mac OS Extended (Journaled).
Scheme: GUID Partition Map.
Click Erase.
When Done quit Disk Utility.
Select Install OS X.
The installation procedure should start follow the prompts.