Before the creation of the world, God chose and knew those whom he would call, enlighten, sanctify, and preserve in the true faith. Believers are saved because God chose them, not because they chose God.
The Bible nowhere describes an eternal election to damnation. Those who are saved are saved by the grace of God alone. Those who remain lost are lost by their unbelief and rejection of God and of his salvation.