/// <summary>
/// Initialize the SpamFilter based on the contents of the supplied text control list.
/// </summary>
/// <param name="good">Text control list containing non-spam</param>
/// <param name="bad">Text control list containing spam</param>
public void Load(TextControlList good, TextControlList bad)
{
_good = good;
_bad = bad;
CalculateProbabilities();
}
/// <summary>
/// Initialize the SpamFilter based on the supplied text
/// </summary>
/// <param name="goodReader">File containing non-spam</param>
/// <param name="badReader">File containing spam</param>
public void Load(TextReader goodReader, TextReader badReader)
{
_good = new TextControlList(goodReader);
_bad = new TextControlList(badReader);
CalculateProbabilities();
}
/// <summary>
/// Initialize the SpamFilter based on a DataTable containing columns "IsSpam" and "Body".
/// </summary>
/// <param name="table">The data table containing the data.</param>
public void Load(DataTable table)
{
_good = new TextControlList();
_bad = new TextControlList();
foreach (DataRow row in table.Rows)
{
bool isSpam = (bool)row["IsSpam"];
string body = row["Body"].ToString();
if (isSpam)
{
_bad.LoadFromReader(new StringReader(body));
}
else
{
_good.LoadFromReader(new StringReader(body));
}
}
CalculateProbabilities();
}