void Start()
{
ClearTexture();
_textClassifier = GameObject.Find("Text Classifier").GetComponent <TextClassifier>();
_textClassifier.Start();
_hasPrinted = false;
//_colors = new Color[]{Color.cyan, Color.magenta, Color.blue, Color.green, Color.yellow, Color.red};
}
public void TextClassifier_ShouldCreateAnInstanceOfThisType_WhenProperArgument()
{
// Arrange
// Act
TextClassifier actual = new TextClassifier();
// Assert
Assert.IsInstanceOf <TextClassifier>(actual);
}
private static void RunExample2()
{
string text = "Vår kund erbjuder trivsel";
List <LabeledExample> labeledExamples = CreateLabeledExamples();
ITextClassifier textClassifier = new TextClassifier();
TextClassifierResult result = textClassifier.PredictLabel(text, labeledExamples);
Console.WriteLine(result.Label);
}
private static void RunExample1()
{
string text = "We are looking for several skilled and driven developers to join our team.";
List <LabeledExample> labeledExamples = CreateLabeledExamples();
ITextClassifier textClassifier = new TextClassifier();
TextClassifierResult result = textClassifier.PredictLabel(text, labeledExamples);
Console.WriteLine(result.Label);
}
public void CategorizePayments(Account account)
{
//TODO:get the owner of the account,get his personal tags
//get his personal rules
//classify his spendings
TextClassifier classifier = new TextClassifier();
var operations = account.Operations;
foreach (var operation in operations)
{
var tag = classifier.Categorize(operation.OppositeDescription);
operation.Tag = tag;
_repository.SaveOrUpdate(operation);
}
}
public void PredictLabel_ShouldReturnANullLabelAndLogTheExpectedMessages_WhenContainsAllIndexAverageValuesEqualToZero()
{
// Arrange
List <string> actualLogMessages = new List <string>();
Action <string> fakeLoggingAction
= (message) => actualLogMessages.Add(message);
TextClassifierComponents components
= new TextClassifierComponents(
new NGramTokenizer(),
new SimilarityIndexCalculatorJaccard(),
TextClassifierComponents.DefaultRoundingFunction,
TextClassifierComponents.DefaultTextTruncatingFunction,
fakeLoggingAction);
TextClassifier textClassifier = new TextClassifier(components, new TextClassifierSettings());
string truncatedText
= TextClassifierComponents.DefaultTextTruncatingFunction.Invoke(
ObjectMother.TextClassifier_Text3,
TextClassifierSettings.DefaultTruncateTextInLogMessagesAfter);
List <string> expectedLogMessages = new List <string>()
{
MessageCollection.TextClassifier_AttemptingToPredictLabel,
MessageCollection.TextClassifier_FollowingTextHasBeenProvided.Invoke(truncatedText),
MessageCollection.TextClassifier_FollowingTokenizationStrategyWillBeUsed.Invoke(new TokenizationStrategy()),
MessageCollection.TextClassifier_FollowingNGramsTokenizerRuleSetWillBeUsed.Invoke(new NGramTokenizerRuleSet()),
MessageCollection.TextClassifier_XLabeledExamplesHaveBeenProvided.Invoke(ObjectMother.TextClassifier_LabeledExamples),
MessageCollection.TextClassifier_ProvidedTextHasBeenTokenizedIntoXNGrams.Invoke(ObjectMother.TextClassifier_Text3_NGrams),
MessageCollection.TextClassifier_ComparingProvidedTextAgainstFollowingLabeledExample.Invoke(ObjectMother.TextClassifier_LabeledExamples[0]),
MessageCollection.TextClassifier_CalculatedSimilarityIndexValueIs.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexes[0].Value),
MessageCollection.TextClassifier_RoundedSimilarityIndexValueIs.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexes[0].Value),
MessageCollection.TextClassifier_FollowingSimilarityIndexObjectHasBeenAddedToTheList.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexes[0]),
MessageCollection.TextClassifier_ComparingProvidedTextAgainstFollowingLabeledExample.Invoke(ObjectMother.TextClassifier_LabeledExamples[1]),
MessageCollection.TextClassifier_CalculatedSimilarityIndexValueIs.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexes[1].Value),
MessageCollection.TextClassifier_RoundedSimilarityIndexValueIs.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexes[1].Value),
MessageCollection.TextClassifier_FollowingSimilarityIndexObjectHasBeenAddedToTheList.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexes[1]),
MessageCollection.TextClassifier_TokenizedTextHasBeenComparedAgainstTheProvidedLabeledExamples,
MessageCollection.TextClassifier_XSimilarityIndexObjectsHaveBeenComputed.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexes),
MessageCollection.TextClassifier_FollowingUniqueLabelsHaveBeenFound.Invoke(ObjectMother.TextClassifier_Text3_UniqueLabels),
MessageCollection.TextClassifier_CalculatingIndexAverageForTheFollowingLabel.Invoke(ObjectMother.TextClassifier_Text3_UniqueLabels[0]),
MessageCollection.TextClassifier_CalculatedSimilarityIndexAverageValueIs.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexAverages[0].Value),
MessageCollection.TextClassifier_RoundedSimilarityIndexAverageValueIs.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexAverages[0].Value),
MessageCollection.TextClassifier_FollowingSimilarityIndexAverageObjectHasBeenAddedToTheList.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexAverages[0]),
MessageCollection.TextClassifier_CalculatingIndexAverageForTheFollowingLabel.Invoke(ObjectMother.TextClassifier_Text3_UniqueLabels[1]),
MessageCollection.TextClassifier_CalculatedSimilarityIndexAverageValueIs.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexAverages[1].Value),
MessageCollection.TextClassifier_RoundedSimilarityIndexAverageValueIs.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexAverages[1].Value),
MessageCollection.TextClassifier_FollowingSimilarityIndexAverageObjectHasBeenAddedToTheList.Invoke(ObjectMother.TextClassifier_Text3_SimilarityIndexAverages[1]),
MessageCollection.TextClassifier_XSimilarityIndexAverageObjectsHaveBeenComputed(ObjectMother.TextClassifier_Text3_SimilarityIndexAverages),
MessageCollection.TextClassifier_FollowingVerificationHasFailed.Invoke("ContainsAtLeastOneIndexAverageThatIsNotZero"),
MessageCollection.TextClassifier_PredictedLabelIs.Invoke(ObjectMother.TextClassifier_Text3_Label),
MessageCollection.TextClassifier_PredictionHasFailedTryIncreasingTheAmountOfProvidedLabeledExamples
};
// Act
TextClassifierResult actual
= textClassifier.PredictLabel(
ObjectMother.TextClassifier_Text3,
ObjectMother.TextClassifier_LabeledExamples);
// Assert
Assert.IsTrue(
ObjectMother.AreEqual(
ObjectMother.TextClassifier_Text3_TextClassifierResult,
actual
));
Assert.AreEqual(expectedLogMessages, actualLogMessages);
}
