in that case you should install svm.h in /usr/include/, not /usr/include/libsvm-2.0/libsvm/ this is still a bug!
** Changed in: libsvm (Ubuntu)
Status: Invalid => New
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pkg-config does not find libsvm
https://bugs.launchpad.net/bugs/581174
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