Can I use LIFO to determine my costs basis for an individual stock I bought throughout the years and sold a portion last year?

Can I use LIFO (stock bought in 2015) to determine my costs basis for an individual stock I bought throughout the years (2012, 2013, 2015) and sold a portion last year?