Package com.heatonresearch.aifh.regression

Examples of com.heatonresearch.aifh.regression.MultipleLinearRegression

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            ds.deleteUnknowns();
            ds.deleteColumn(0);
            ds.replaceColumn(9, 4, 1, 0);
            final List<BasicData> trainingData = ds.extractSupervised(0, 9, 9, 1);

            final MultipleLinearRegression reg = new MultipleLinearRegression(9);
            reg.setLinkFunction(new LogitLinkFunction());
            final TrainReweightLeastSquares train = new TrainReweightLeastSquares(reg, trainingData);

            int iteration = 0;
            do {
                iteration++;
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            ds.encodeOneOfN(0, 0, 1);
            istream.close();

            final List<BasicData> trainingData = ds.extractSupervised(0, 10, 10, 1);

            final MultipleLinearRegression reg = new MultipleLinearRegression(10);
            final TrainLeastSquares train = new TrainLeastSquares(reg, trainingData);
            train.iteration();
            System.out.println(Arrays.toString(reg.getLongTermMemory()));
            query(reg, trainingData);
            System.out.println("Error: " + train.getError());


        } catch (Throwable t) {
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Related Classes of com.heatonresearch.aifh.regression.MultipleLinearRegression

  • com.heatonresearch.aifh.examples.regression.GLMExample
  • com.heatonresearch.aifh.examples.regression.LinearRegressionExample
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