public IActionResult PredictCharacter(string data)
{
OCRCharacter charGuess = createCharacterFromBytes(data);
int guess = MulticlassClassifier.predictChar(charGuess, ML_TRAINED_MODEL);
return(Json(guess.ToString()));
}
private void RunTwoFoldTestML()
{
List <OCRCharacter> charactersTrain = new List <OCRCharacter>();
List <OCRCharacter> charactersTest = new List <OCRCharacter>();
// Load the training file points
loadDataFromFile(charactersTrain, DATASET_FILE_1, DATASET_FILE_CONTENT_1);
// Load the training file points from dataset 2 as well.
loadDataFromFile(charactersTest, DATASET_FILE_2, DATASET_FILE_CONTENT_2);
MulticlassClassifier.RunTest(DATASET_FILE_1, DATASET_FILE_2, ML_TRAINED_MODEL);
MulticlassClassifier.processML(ML_TRAINED_MODEL, charactersTest);
/// 2684 / 2810 ///95.516014 % accuracy.
}
