Election Day turned out to be Independents Day for Republicans.

A massive swing by independent voters propelled the Republican Party to a series of key victories, bringing the GOP back from a near-death experience just two years ago, and delivering a rebuke to the president who rode the same independent wave into the White House.

In House...