How is a comma splice different from a run-on sentence?

A comma splice consists of independent clauses separated by only a comma; a run-on sentence consists of independent clauses one directly following another, not separated by a conjunction or punctuation.

Comma splice example: The flowers were pretty, I didn't pick them.

Run-on sentence example: The flowers were pretty I didn't pick them.