Added a writeFormat() method to Algorithm which must be called by the
write() method of derived classes.

add a cast to double, to make vs compilers happy

Added some asserts.

Added function makeData() in test_svmsgd.cpp.

Added new test (separating two points)

Also fixed documentation, refactored sample.