Exemplo n.º 1
0
            public ImplVec(IHostEnvironment env, PredictorModel[] predictors, IMulticlassOutputCombiner combiner)
                : base(env, predictors, combiner, LoaderSignature, AnnotationUtils.Const.ScoreColumnKind.MulticlassClassification)
            {
                int classCount = CheckLabelColumn(Host, predictors, false);

                _scoreType = new VectorType(NumberDataViewType.Single, classCount);
            }
Exemplo n.º 2
0
 /// <summary>
 /// Instantiate new ensemble model from existing sub-models.
 /// </summary>
 /// <param name="env">The host environment.</param>
 /// <param name="models">Array of sub-models that you want to ensemble together.</param>
 /// <param name="combiner">The combiner class to use to ensemble the models.</param>
 /// <param name="weights">The weights assigned to each model to be ensembled.</param>
 internal EnsembleMulticlassModelParameters(IHostEnvironment env, FeatureSubsetModel <VBuffer <float> >[] models,
                                            IMulticlassOutputCombiner combiner, Single[] weights = null)
     : base(env, RegistrationName, models, combiner, weights)
 {
     InitializeMappers(out _mappers, out _inputType, out _outputType);
 }