Probably because jikifujou (磁気浮上) is a bit of an unwieldly mouthful severely lacking in kawaii or kakkouii factor. The "linear" name comes from choudendou-linear (超電導リニア, "Superconducting Linear"), which is JR's branding for their superconducting magnetic levitation system.