<perceptronStructure>
    <trainProcedure value="stableConjugateGradient"/>
    <weightInitProcedure value="random"/>
    <allRecurrentConnections>
        <recurrentConnections>
            <start>
                <layer value="1"/>
                <to value="-50"/>
            </start>
            <end>
                <layer value="1"/>
                <to value="-100"/>
            </end>
        </recurrentConnections>
    </allRecurrentConnections>
    <connectionRestriction value="layered"/>
    <dumpWeightsDelimiter value=";"/>
    <logErrors value="errors.txt"/>
    <params>
        <learningRate value="0.0273017"/>
        <epsilon value="1e-05"/>
        <zeta value="1.5"/>
        <c value="0.5"/>
        <h value="0.005"/>
        <mi value="0.001"/>
        <mi_i value="2"/>
        <mi_d value="0.6"/>
    </params>
    <layerSizes value="24-5-5-1"/>
    <layerTransferFuncs value="logsig-logsig-linear"/>
    <weights>
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            <type value="local"/>
            <encoding value="text"/>
            <delimiter value=";"/>
        </stream>
    </weights>
    <trainingData>
        <columns>
            <column>
                <use value="no"/>
            </column>
            <column>
                <use value="input"/>
                <type value="float"/>
                <translate value="float"/>
                <maxR value="1"/>
                <window>
                    <left value="2"/>
                    <right value="0"/>
                    <empty value="0"/>
                </window>
            </column>
            <column>
                <use value="input"/>
                <type value="float"/>
                <translate value="linear"/>
                <stdev value="1.00003"/>
                <avg value="2.71868"/>
                <window>
                    <left value="2"/>
                    <right value="0"/>
                    <empty value="0"/>
                </window>
            </column>
            <column>
                <use value="input"/>
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                <translate value="linear"/>
                <stdev value="0.275564"/>
                <avg value="0.72104"/>
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                    <empty value="0"/>
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            <column>
                <use value="input"/>
                <type value="float"/>
                <translate value="float"/>
                <maxR value="1"/>
                <window>
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            </column>
            <column>
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                <translate value="float"/>
                <maxR value="1"/>
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                    <empty value="0"/>
                </window>
            </column>
            <column>
                <use value="input"/>
                <type value="float"/>
                <translate value="linear"/>
                <stdev value="1.65695"/>
                <avg value="4.00946"/>
                <window>
                    <left value="2"/>
                    <right value="0"/>
                    <empty value="0"/>
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            </column>
            <column>
                <use value="input"/>
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                <translate value="linear"/>
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                <avg value="0.665893"/>
                <window>
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                    <empty value="0"/>
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                <maxR value="1"/>
                <window>
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            </column>
            <column>
                <use value="output"/>
                <type value="float"/>
                <translate value="linear"/>
                <stdev value="14187.2"/>
                <avg value="768.355"/>
            </column>
        </columns>
        <trainingDataFiles>
            <file>
                <streams>
                    <stream value="nnseries.txt">
                        <type value="remote"/>
                        <encoding value="text"/>
                        <delimiter value="tab"/>
                    </stream>
                </streams>
            </file>
        </trainingDataFiles>
        <ranges>
            <range>
                <from value="0"/>
                <to value="-67"/>
                <type value="train"/>
            </range>
            <range>
                <from value="0"/>
                <to value="0"/>
                <type value="eval"/>
                <rest value="1"/>
            </range>
        </ranges>
        <series value="36"/>
        <seriesSeparator value="------------------------------------------"/>
        <dumpCfg value="results/trdata_%.txt"/>
    </trainingData>
</perceptronStructure>