VALUE PREDICTION USING K NEAREST NEIGHBOURS ALGORITHM

V diplomskem delu smo predstavili uporabo algoritma k najbližjih sosedov za napovedovanje vrednosti predmetov glede na njihove lastnosti. Implementirali smo testni program in preučili delovanje algoritma na podatkih iz resničnega sveta. S pomočjo testnega programa smo ocenili učinkovitost algoritma. Predlagali smo še nekaj možnih izboljšav za naš program.In this diploma work we described the use of k nearest neighbours algorithm for predicting value of objects, depending on their properties. We implemented a test program, and studied how the algorithm worked on real-world data. We evaluated the algorithms efficiency using our test program. We also suggested a couple of possible improvements for our program