I am trying to validate text field such that it accepts float or double values like .25, 0.2, 111.25
It should not accepts values like ...25, 0.2.2. etc
-?(\d*\.)?\d+([eE][+\-]?\d+)?|[nN]a[nN]|[iI]nf(inity)?
is the regex I usually use for parsing doubles.
If you don't want infinities and NaNs,
-?(\d*\.)?\d+([eE][+\-]?\d+)?
If you also don't want exponential notation,
-?(\d*\.)?\d+
And don't forget to escape backslashes if you need to.