public void DA_linear_matrix_jason()
        {
            initData_dataset_40_row_1_jason_example();

            BuildLinear bl = new BuildLinear();

            ModelLinear ml = (ModelLinear)bl.BuildModel
                                 (_trainingData, _attributeHeaders, _indexTargetAttribute);

            double[] data;
            double   value;

            data = new double[_trainingData.Length - 1];
            for (int row = 0; row < _trainingData[0].Length; row++)
            {
                for (int col = 0; col < _trainingData.Length - 1; col++)
                {
                    data[col] =
                        _trainingData[col][row];
                }
                //Run model
                value = ml.RunModelForSingleData(data);
                Assert.AreEqual(value, _trainingData[_indexTargetAttribute][row]);
            }
        }
Exemple #2
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        //This assume assignment to local class values is done
        protected BuildBase getBuildAndAssignValues()
        {
            BuildBase lda =
                new BuildLinear();

            setPrivateVariablesInBuildObject(lda);
            return(lda);
        }