Which of the following would be the least appropriate allocation base for allocating overhead in a highly automated $($i$.$e$.,$ capital$-$intensive$)$ manufacturing company?

Multiple Cholce

Electricity used.

Materlal consumed.

Machine hours.

Direct labor hours.