
Back the wrong horse
Metaphorical Use
This phrase is used metaphorically to indicate a poor choice, rather than literally betting on horses. 
Negative Outcome
Use the phrase when the chosen option results in a negative outcome or failure. 
Decision Regret
The phrase often implies regret over making the wrong choice or decision. 