private static void dbSQLite()
{
// Connect to the database
var path = Path.GetFullPath("./database.sqlite");
var db = new SqliteDb(path);
db.Connect();
// Populate a list of iris from the database
List <Iris> listPredict = new List <Iris>();
db.Command <Iris>("SELECT * FROM Iris", (iris) =>
{
listPredict.Add(iris);
});
// Perform the clustering data mining operation based on attribute(s)
var clusterer = new Clustering <Iris>(5, listPredict);
clusterer.BuildModel("SepalLengthCm");
// For each item, predict and output which cluster it's in
foreach (var item in listPredict)
{
// Each item is tested against the test data set
var result = clusterer.Evaluate(item);
Console.WriteLine(result.SelectedClusterId);
Console.WriteLine(string.Join(" ", result.Distance));
}
}