  Log Files are created for Traffic Analysis, Maintenance, Software debugging,
customer management at multiple places like System Services, User Monitoring
Applications, Network servers, database management systems which must be kept
for long periods of time. These Log files may grow to huge sizes in this
complex systems and environments. For storage and convenience log files must be
compressed. Most of the existing algorithms do not take temporal redundancy
specific Log Files into consideration. We propose a Non Linear based Classifier
which introduces a multidimensional log file compression scheme described in
eight variants, differing in complexity and attained compression ratios. The
FELFCNCA scheme introduces a transformation for log file whose compressible
output is far better than general purpose algorithms. This proposed method was
found lossless and fully automatic. It does not impose any constraint on the
size of log file
