public Pokedex()
{
PokeContext ct = new PokeContext();
var pokeList = ct.Pokemons.ToList();
var pokeMatrix = pokeList.Select(p => new string[] { p.Body.ToString() , p.Color , p.Habitat , p.Ability1 , p.Ability2 , p.Exp }).ToArray();
var pokeClasses = pokeList.Select(p => (int)p.Type ).ToArray();
discPokeMatrix = new System.Data.DataTable();
discPokeMatrix.Columns.Add("Body");
discPokeMatrix.Columns.Add("Color");
discPokeMatrix.Columns.Add("Habitat");
discPokeMatrix.Columns.Add("Ability1");
discPokeMatrix.Columns.Add("Ability2");
discPokeMatrix.Columns.Add("Exp");
foreach (var poke in pokeMatrix)
{
discPokeMatrix.Rows.Add(poke[0] ?? "0", poke[1] ?? "0", poke[2] ?? "0", poke[3] ?? "0", poke[4] ?? "0", poke[5] ?? "0");
}
codebook = new Accord.Statistics.Filters.Normalization();
var codPokemon = new double[718][];
discPokeMatrix = codebook.Apply(discPokeMatrix);
//int i = 0;
//foreach (var poke in pokeMatrix)
//{
// codPokemon[i] = codebook.Translate(poke[0], poke[1], poke[2], poke[3], poke[4], poke[5]).Select(k => Convert.ToDouble(k)).ToArray();
// i++;
//}
for (int i = 0; i < 718; i++)
{
codPokemon[i] = discPokeMatrix.Rows[i].ItemArray.Select(o => (double)o).ToArray();
}
knnPoke = new KNearestNeighbors<double[]>(1, codPokemon, pokeClasses, Accord.Math.Distance.Hamming);
}
