The paper investigates a homology theory based on the ideas of Milnor and T
hurston that by considering measures on the set of all singular simplices o
ne should get alternate possibilities for describing the cycles of classica
l homology theory. It suggests slight changes to Milnor's and Thurston's or
iginal definitions (giving differences for wild topological spaces only) wh
ich ensure that their homology theory is well-defined on all topological sp
aces. It further proves that Milnor-Thurston homology theory gives the same
homology groups as the singular homology theory with real coefficients for
all triangulable spaces. An example showing that the coincidence between t
hese both homology theories does not hold for all topological spaces is als
o included.