List of normalizeRange() Examples

Examples of normalizeRange()

com.heatonresearch.aifh.normalize.DataSet.normalizeRange()
eatonresearch.com/wiki/Range_Normalization @param column The column to normalize. @param dataLow The low value for the actual data. @param dataHigh The high value for the actual data. @param normalizedLow The desired low normalized value. @param normalizedHigh The desired high normalized value.

Examples of com.heatonresearch.aifh.normalize.DataSet.normalizeRange()

            final DataSet ds = DataSet.load(istream);
            // The following ranges are setup for the Iris data set.  If you wish to normalize other files you will
            // need to modify the below function calls other files.
            ds.normalizeRange(0, -1, 1);
            ds.normalizeRange(1, -1, 1);
            ds.normalizeRange(2, -1, 1);
            ds.normalizeRange(3, -1, 1);
            final Map<String, Integer> species = ds.encodeOneOfN(4);
            istream.close();


            RBFNetwork network = new RBFNetwork(4, 4, 3);

View Full Code Here

Examples of com.heatonresearch.aifh.normalize.DataSet.normalizeRange()

            // The following ranges are setup for the Iris data set.  If you wish to normalize other files you will
            // need to modify the below function calls other files.
            ds.normalizeRange(0, -1, 1);
            ds.normalizeRange(1, -1, 1);
            ds.normalizeRange(2, -1, 1);
            ds.normalizeRange(3, -1, 1);
            final Map<String, Integer> species = ds.encodeOneOfN(4);
            istream.close();


            RBFNetwork network = new RBFNetwork(4, 4, 3);

View Full Code Here

Examples of com.heatonresearch.aifh.normalize.DataSet.normalizeRange()

            final DataSet ds = DataSet.load(istream);
            istream.close();


            // The following ranges are setup for the Iris data set.  If you wish to normalize other files you will
            // need to modify the below function calls other files.
            ds.normalizeRange(0, 0, 1);
            ds.normalizeRange(1, 0, 1);
            ds.normalizeRange(2, 0, 1);
            ds.normalizeRange(3, 0, 1);
            ds.encodeEquilateral(4);
            final File outputFile = new File("normalized.csv");

View Full Code Here

Examples of com.heatonresearch.aifh.normalize.DataSet.normalizeRange()

            istream.close();


            // The following ranges are setup for the Iris data set.  If you wish to normalize other files you will
            // need to modify the below function calls other files.
            ds.normalizeRange(0, 0, 1);
            ds.normalizeRange(1, 0, 1);
            ds.normalizeRange(2, 0, 1);
            ds.normalizeRange(3, 0, 1);
            ds.encodeEquilateral(4);
            final File outputFile = new File("normalized.csv");
            DataSet.save(outputFile, ds);

View Full Code Here

Examples of com.heatonresearch.aifh.normalize.DataSet.normalizeRange()


            // The following ranges are setup for the Iris data set.  If you wish to normalize other files you will
            // need to modify the below function calls other files.
            ds.normalizeRange(0, 0, 1);
            ds.normalizeRange(1, 0, 1);
            ds.normalizeRange(2, 0, 1);
            ds.normalizeRange(3, 0, 1);
            ds.encodeEquilateral(4);
            final File outputFile = new File("normalized.csv");
            DataSet.save(outputFile, ds);
            System.out.println("Output written to: " + outputFile.getAbsolutePath());

View Full Code Here

Examples of com.heatonresearch.aifh.normalize.DataSet.normalizeRange()

            // The following ranges are setup for the Iris data set.  If you wish to normalize other files you will
            // need to modify the below function calls other files.
            ds.normalizeRange(0, 0, 1);
            ds.normalizeRange(1, 0, 1);
            ds.normalizeRange(2, 0, 1);
            ds.normalizeRange(3, 0, 1);
            ds.encodeEquilateral(4);
            final File outputFile = new File("normalized.csv");
            DataSet.save(outputFile, ds);
            System.out.println("Output written to: " + outputFile.getAbsolutePath());
        } catch (Exception ex) {

View Full Code Here

0 1 2 3

TOP

All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.