Well Losely speaking, a BYTECODE is a platform
independent.
So, JVM is a MACHINE that interprets this BYTECODE
that is generated with extension .class ( after you
compile your program - source code with extension
.java)

Therefore, by machine independent  is meant that:

Your program (BYTECODE) can run in most evey machine
that has installed the JVM.