Examples of org.encog.ml.data.versatile.normalizers.IndexedNormalizer

Package org.encog.ml.data.versatile.normalizers

Examples of org.encog.ml.data.versatile.normalizers.IndexedNormalizer

org.encog.ml.data.versatile.normalizers.IndexedNormalizer
Normalize ordinal/nominal values to a single value that is simply the index of the class in the list. For example, "one", "two", "three" normalizes to 0,1,2.

    result.assignInputNormalizer(ColumnType.continuous,new RangeNormalizer(0,1));
    result.assignInputNormalizer(ColumnType.nominal,new OneOfNNormalizer(0,1));
    result.assignInputNormalizer(ColumnType.ordinal,new OneOfNNormalizer(0,1));
    
    result.assignOutputNormalizer(ColumnType.continuous,new RangeNormalizer(0,1));
    result.assignOutputNormalizer(ColumnType.nominal,new IndexedNormalizer());
    result.assignOutputNormalizer(ColumnType.ordinal,new OneOfNNormalizer(0,1));
    return result;
  }

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    result.assignInputNormalizer(ColumnType.continuous,new RangeNormalizer(0,1));
    result.assignInputNormalizer(ColumnType.nominal,new OneOfNNormalizer(0,1));
    result.assignInputNormalizer(ColumnType.ordinal,new OneOfNNormalizer(0,1));
    
    result.assignOutputNormalizer(ColumnType.continuous,new RangeNormalizer(0,1));
    result.assignOutputNormalizer(ColumnType.nominal,new IndexedNormalizer());
    result.assignOutputNormalizer(ColumnType.ordinal,new OneOfNNormalizer(0,1));
    return result;
  }

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Related Classes of org.encog.ml.data.versatile.normalizers.IndexedNormalizer

org.encog.EncogError

org.encog.ml.model.config.PNNConfig

org.encog.ml.model.config.SVMConfig

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