  Long term investment is one of the major investment strategies. However,
calculating intrinsic value of some company and evaluating shares for long term
investment is not easy, since analyst have to care about a large number of
financial indicators and evaluate them in a right manner. So far, little help
in predicting the direction of the company value over the longer period of time
has been provided from the machines. In this paper we present a machine
learning aided approach to evaluate the equity's future price over the long
time. Our method is able to correctly predict whether some company's value will
be 10% higher or not over the period of one year in 76.5% of cases.
