annotate test-data/predictor_test.xml @ 2:31963c6688ef draft default tip

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author grau
date Wed, 20 Nov 2013 04:33:37 -0500
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1 <gendismix-classifier>
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2 <alphabetcontainer><className>de.jstacs.data.alphabets.DNAAlphabetContainer</className></alphabetcontainer><length><className>java.lang.Integer</className>0</length><classWeights><className>[D</className><length>2</length><pos val="0">-2.034267647272289</pos><pos val="1">-0.2525781403291907</pos></classWeights><params><className>de.jstacs.classifiers.differentiableSequenceScoreBased.gendismix.GenDisMixClassifierParameterSet</className><sequenceScoringParameterSet>
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3 <superParameters>
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4 <instanceParameterSet>
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5 <superParameterSet>
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6 <parameterSet>
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7 <set>
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8 <numberOfParameters><className>java.lang.Integer</className>8</numberOfParameters><parameter><className>de.jstacs.parameters.SelectionParameter</className><collectionParameter>
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9 <name><className>java.lang.String</className>algorithm</name><comment><className>java.lang.String</className>the algorithm that should be used for numerical optimization</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>true</required><userSelected><className>java.lang.Boolean</className>true</userSelected><errorMessage>null</errorMessage><rangeable><className>java.lang.Boolean</className>true</rangeable><collection><className>de.jstacs.parameters.SimpleParameterSet</className><parameterSet>
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10 <set>
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11 <numberOfParameters><className>java.lang.Integer</className>13</numberOfParameters><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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12 <name><className>java.lang.String</className>steepest descent</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>16</value></simpleParameter>
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13 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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14 <name><className>java.lang.String</className>conjugate gradients (F., R.)</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>17</value></simpleParameter>
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15 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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16 <name><className>java.lang.String</className>conjugate gradients (P., R. positive)</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>18</value></simpleParameter>
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17 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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18 <name><className>java.lang.String</className>quasi newton (D., F., P.)</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>19</value></simpleParameter>
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19 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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20 <name><className>java.lang.String</className>quasi newton (B., F., G., S.)</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>20</value></simpleParameter>
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21 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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22 <name><className>java.lang.String</className>limited memory quasi newton (B., F., G., S.; n=3)</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>3</value></simpleParameter>
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23 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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24 <name><className>java.lang.String</className>limited memory quasi newton (B., F., G., S.; n=4)</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>4</value></simpleParameter>
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25 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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26 <name><className>java.lang.String</className>limited memory quasi newton (B., F., G., S.; n=5)</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>5</value></simpleParameter>
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27 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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28 <name><className>java.lang.String</className>limited memory quasi newton (B., F., G., S.; n=6)</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>6</value></simpleParameter>
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29 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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30 <name><className>java.lang.String</className>limited memory quasi newton (B., F., G., S.; n=7)</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>7</value></simpleParameter>
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31 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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32 <name><className>java.lang.String</className>limited memory quasi newton (B., F., G., S.; n=8)</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>8</value></simpleParameter>
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33 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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34 <name><className>java.lang.String</className>limited memory quasi newton (B., F., G., S.; n=9)</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>9</value></simpleParameter>
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35 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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36 <name><className>java.lang.String</className>limited memory quasi newton (B., F., G., S.; n=10)</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BYTE</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Byte</className>10</value></simpleParameter>
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37 </parameter></set>
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38 </parameterSet>
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39 </collection><selected><className>java.lang.Integer</className>2</selected><defaultSelected><className>java.lang.Integer</className>4</defaultSelected></collectionParameter>
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40 </parameter><parameter><className>de.jstacs.parameters.SelectionParameter</className><collectionParameter>
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41 <name><className>java.lang.String</className>termination condition</name><comment><className>java.lang.String</className>the terminantion condition for stopping the training algorithm</comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><required><className>java.lang.Boolean</className>true</required><userSelected><className>java.lang.Boolean</className>true</userSelected><errorMessage>null</errorMessage><rangeable><className>java.lang.Boolean</className>true</rangeable><collection><className>de.jstacs.parameters.SimpleParameterSet</className><parameterSet>
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42 <set>
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43 <numberOfParameters><className>java.lang.Integer</className>8</numberOfParameters><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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44 <name><className>java.lang.String</className>AbsoluteValueConditionParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameterClass><className>java.lang.Class</className><name>de.jstacs.algorithms.optimization.termination.AbsoluteValueCondition$AbsoluteValueConditionParameterSet</name></parameterClass></parameterSetContainer>
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45 </parameter><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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46 <name><className>java.lang.String</className>CombinedConditionParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameterClass><className>java.lang.Class</className><name>de.jstacs.algorithms.optimization.termination.CombinedCondition$CombinedConditionParameterSet</name></parameterClass></parameterSetContainer>
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47 </parameter><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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48 <name><className>java.lang.String</className>IterationConditionParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameterClass><className>java.lang.Class</className><name>de.jstacs.algorithms.optimization.termination.IterationCondition$IterationConditionParameterSet</name></parameterClass></parameterSetContainer>
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49 </parameter><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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50 <name><className>java.lang.String</className>MultipleIterationsConditionParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameterClass><className>java.lang.Class</className><name>de.jstacs.algorithms.optimization.termination.MultipleIterationsCondition$MultipleIterationsConditionParameterSet</name></parameterClass></parameterSetContainer>
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51 </parameter><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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52 <name><className>java.lang.String</className>SmallDifferenceOfFunctionEvaluationsConditionParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameters><className>de.jstacs.algorithms.optimization.termination.SmallDifferenceOfFunctionEvaluationsCondition$SmallDifferenceOfFunctionEvaluationsConditionParameterSet</className><instanceParameterSet>
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53 <superParameterSet>
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54 <parameterSet>
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55 <set>
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56 <numberOfParameters><className>java.lang.Integer</className>1</numberOfParameters><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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57 <name><className>java.lang.String</className>epsilon</name><comment><className>java.lang.String</className>the epsilon for the difference of function evaluations used for deciding whether to stop the algorithm or not</comment><datatype><className>de.jstacs.DataType</className><name>DOUBLE</name></datatype><required><className>java.lang.Boolean</className>true</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage>null</errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator><className>de.jstacs.parameters.validation.NumberValidator</className><NumberValidator>
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58 <className><className>java.lang.String</className>java.lang.Double</className><lowerBound><className>java.lang.String</className>0.0</lowerBound><upperBound><className>java.lang.String</className>1.7976931348623157E308</upperBound></NumberValidator>
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59 </validator><defaultValue><className>java.lang.Double</className>1.0E-6</defaultValue><value><className>java.lang.Double</className>1.0E-4</value></simpleParameter>
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60 </parameter></set>
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61 </parameterSet>
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62 </superParameterSet>
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63 <instanceClass><className>java.lang.Class</className><name>de.jstacs.algorithms.optimization.termination.SmallDifferenceOfFunctionEvaluationsCondition</name></instanceClass></instanceParameterSet>
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64 </parameters></parameterSetContainer>
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65 </parameter><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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66 <name><className>java.lang.String</className>SmallGradientConditonParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameterClass><className>java.lang.Class</className><name>de.jstacs.algorithms.optimization.termination.SmallGradientConditon$SmallGradientConditonParameterSet</name></parameterClass></parameterSetContainer>
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67 </parameter><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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68 <name><className>java.lang.String</className>SmallStepConditionParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameterClass><className>java.lang.Class</className><name>de.jstacs.algorithms.optimization.termination.SmallStepCondition$SmallStepConditionParameterSet</name></parameterClass></parameterSetContainer>
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69 </parameter><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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70 <name><className>java.lang.String</className>TimeConditionParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameterClass><className>java.lang.Class</className><name>de.jstacs.algorithms.optimization.termination.TimeCondition$TimeConditionParameterSet</name></parameterClass></parameterSetContainer>
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71 </parameter></set>
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72 </parameterSet>
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73 </collection><selected><className>java.lang.Integer</className>4</selected><defaultSelected><className>java.lang.Integer</className>4</defaultSelected></collectionParameter>
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74 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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75 <name><className>java.lang.String</className>line epsilon</name><comment><className>java.lang.String</className>the threshold for stopping the line search in the numerical training</comment><datatype><className>de.jstacs.DataType</className><name>DOUBLE</name></datatype><required><className>java.lang.Boolean</className>true</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage>null</errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator><className>de.jstacs.parameters.validation.NumberValidator</className><NumberValidator>
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76 <className><className>java.lang.String</className>java.lang.Double</className><lowerBound><className>java.lang.String</className>0.0</lowerBound><upperBound><className>java.lang.String</className>1.7976931348623157E308</upperBound></NumberValidator>
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77 </validator><defaultValue><className>java.lang.Double</className>1.0E-9</defaultValue><value><className>java.lang.Double</className>1.0E-5</value></simpleParameter>
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78 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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79 <name><className>java.lang.String</className>start distance</name><comment><className>java.lang.String</className>the start distance for the line search in the numerical training</comment><datatype><className>de.jstacs.DataType</className><name>DOUBLE</name></datatype><required><className>java.lang.Boolean</className>true</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage>null</errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator><className>de.jstacs.parameters.validation.NumberValidator</className><NumberValidator>
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80 <className><className>java.lang.String</className>java.lang.Double</className><lowerBound><className>java.lang.String</className>0.0</lowerBound><upperBound><className>java.lang.String</className>1.7976931348623157E308</upperBound></NumberValidator>
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81 </validator><defaultValue><className>java.lang.Double</className>1.0</defaultValue><value><className>java.lang.Double</className>1.0</value></simpleParameter>
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82 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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83 <name><className>java.lang.String</className>free parameters</name><comment><className>java.lang.String</className>Indicates whether only the free parameters or all parameters should be used.</comment><datatype><className>de.jstacs.DataType</className><name>BOOLEAN</name></datatype><required><className>java.lang.Boolean</className>true</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue><className>java.lang.Boolean</className>false</defaultValue><value><className>java.lang.Boolean</className>false</value></simpleParameter>
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84 </parameter><parameter><className>de.jstacs.parameters.EnumParameter</className><collectionParameter>
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85 <name><className>java.lang.String</className>KindOfParameter</name><comment><className>java.lang.String</className>Indicates whether special plugIn parameters or the zero vector should be used as start parameters. For non-concave problems it is highly recommended to use plugIn parameters.</comment><datatype><className>de.jstacs.DataType</className><name>STRING</name></datatype><required><className>java.lang.Boolean</className>true</required><userSelected><className>java.lang.Boolean</className>true</userSelected><errorMessage>null</errorMessage><rangeable><className>java.lang.Boolean</className>true</rangeable><collection><className>de.jstacs.parameters.SimpleParameterSet</className><parameterSet>
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86 <set>
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87 <numberOfParameters><className>java.lang.Integer</className>3</numberOfParameters><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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88 <name><className>java.lang.String</className>ZEROS</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>STRING</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>false</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.String</className>ZEROS</value></simpleParameter>
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89 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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90 <name><className>java.lang.String</className>LAST</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>STRING</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>false</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.String</className>LAST</value></simpleParameter>
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91 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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92 <name><className>java.lang.String</className>PLUGIN</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>STRING</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>false</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.String</className>PLUGIN</value></simpleParameter>
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93 </parameter></set>
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94 </parameterSet>
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95 </collection><selected><className>java.lang.Integer</className>2</selected><defaultSelected><className>java.lang.Integer</className>2</defaultSelected><selectedEnum><className>java.lang.String</className>PLUGIN</selectedEnum><defaultSelectedEnum><className>java.lang.String</className>PLUGIN</defaultSelectedEnum><enumName><className>java.lang.Class</className><name>de.jstacs.classifiers.differentiableSequenceScoreBased.OptimizableFunction$KindOfParameter</name></enumName></collectionParameter>
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96 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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97 <name><className>java.lang.String</className>Normalize</name><comment><className>java.lang.String</className>If true the conditional likelihood will be normalized to the number of data sets.</comment><datatype><className>de.jstacs.DataType</className><name>BOOLEAN</name></datatype><required><className>java.lang.Boolean</className>true</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue><className>java.lang.Boolean</className>true</defaultValue><value><className>java.lang.Boolean</className>true</value></simpleParameter>
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98 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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99 <name><className>java.lang.String</className>Threads</name><comment><className>java.lang.String</className>The number of threads that is used during an optimization.</comment><datatype><className>de.jstacs.DataType</className><name>INT</name></datatype><required><className>java.lang.Boolean</className>true</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage>null</errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator><className>de.jstacs.parameters.validation.NumberValidator</className><NumberValidator>
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100 <className><className>java.lang.String</className>java.lang.Integer</className><lowerBound><className>java.lang.String</className>1</lowerBound><upperBound><className>java.lang.String</className>128</upperBound></NumberValidator>
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101 </validator><defaultValue><className>java.lang.Integer</className>1</defaultValue><value><className>java.lang.Integer</className>1</value></simpleParameter>
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102 </parameter></set>
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103 </parameterSet>
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104 </superParameterSet>
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105 <instanceClass><className>java.lang.Class</className><name>de.jstacs.classifiers.differentiableSequenceScoreBased.gendismix.GenDisMixClassifier</name></instanceClass></instanceParameterSet>
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106 </superParameters>
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107 <variableLength><className>java.lang.Boolean</className>true</variableLength><alphabet><className>de.jstacs.parameters.SelectionParameter</className><collectionParameter>
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108 <name><className>java.lang.String</className>Alphabet</name><comment><className>java.lang.String</className>The alphabet the model works on</comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><required><className>java.lang.Boolean</className>true</required><userSelected><className>java.lang.Boolean</className>true</userSelected><errorMessage>null</errorMessage><rangeable><className>java.lang.Boolean</className>true</rangeable><collection><className>de.jstacs.parameters.SimpleParameterSet</className><parameterSet>
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109 <set>
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110 <numberOfParameters><className>java.lang.Integer</className>2</numberOfParameters><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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111 <name><className>java.lang.String</className>AlphabetContainerParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameters><className>de.jstacs.data.AlphabetContainerParameterSet</className><alphabetContainerParameterSet>
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112 <superParameters>
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113 <instanceParameterSet>
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114 <superParameterSet>
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115 <parameterSet>
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116 <set>
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117 <numberOfParameters><className>java.lang.Integer</className>1</numberOfParameters><parameter><className>de.jstacs.parameters.SelectionParameter</className><collectionParameter>
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118 <name><className>java.lang.String</className>Alphabet</name><comment><className>java.lang.String</className>Select a discrete alphabet</comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><required><className>java.lang.Boolean</className>true</required><userSelected><className>java.lang.Boolean</className>false</userSelected><errorMessage>null</errorMessage><rangeable><className>java.lang.Boolean</className>true</rangeable><collection><className>de.jstacs.parameters.SimpleParameterSet</className><parameterSet>
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119 <set>
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120 <numberOfParameters><className>java.lang.Integer</className>4</numberOfParameters><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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121 <name><className>java.lang.String</className>DNAAlphabetParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameters><className>de.jstacs.data.alphabets.DNAAlphabet$DNAAlphabetParameterSet</className></parameters></parameterSetContainer>
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122 </parameter><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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123 <name><className>java.lang.String</className>ProteinAlphabetParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameters><className>de.jstacs.data.alphabets.ProteinAlphabet$ProteinAlphabetParameterSet</className></parameters></parameterSetContainer>
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124 </parameter><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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125 <name><className>java.lang.String</className>GenericComplementableDiscreteAlphabetParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameters><className>de.jstacs.data.alphabets.GenericComplementableDiscreteAlphabet$GenericComplementableDiscreteAlphabetParameterSet</className><instanceParameterSet>
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126 <superParameterSet>
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127 <parameterSet>
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128 <set>
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129 <numberOfParameters><className>java.lang.Integer</className>1</numberOfParameters><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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130 <name><className>java.lang.String</className>Values of the index for computings the reverse complement</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>STRING</name></datatype><required><className>java.lang.Boolean</className>true</required><isSet><className>java.lang.Boolean</className>false</isSet><errorMessage>null</errorMessage><isRangeable><className>java.lang.Boolean</className>false</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value>null</value></simpleParameter>
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131 </parameter></set>
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132 </parameterSet>
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133 </superParameterSet>
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134 <instanceClass><className>java.lang.Class</className><name>de.jstacs.data.alphabets.GenericComplementableDiscreteAlphabet</name></instanceClass></instanceParameterSet>
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135 </parameters></parameterSetContainer>
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136 </parameter><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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137 <name><className>java.lang.String</className>DiscreteAlphabetParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameters><className>de.jstacs.data.alphabets.DiscreteAlphabet$DiscreteAlphabetParameterSet</className><instanceParameterSet>
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138 <superParameterSet>
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139 <parameterSet>
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140 <set>
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141 <numberOfParameters><className>java.lang.Integer</className>2</numberOfParameters><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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142 <name><className>java.lang.String</className>Values of the alphabet</name><comment><className>java.lang.String</className>The possible values of the discrete alphabet.If the alphabet consists of single characters, e.g. A, C, G, and T, the values may be set as a single string, e.g. &amp;quot;ACGT&amp;quot;.If the alphabet consists of multi-character symbols, e.g. Gly, Asp, Ser,the symbols must be separated by spaces.</comment><datatype><className>de.jstacs.DataType</className><name>STRING</name></datatype><required><className>java.lang.Boolean</className>true</required><isSet><className>java.lang.Boolean</className>false</isSet><errorMessage>null</errorMessage><isRangeable><className>java.lang.Boolean</className>false</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value>null</value></simpleParameter>
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143 </parameter><parameter><className>de.jstacs.parameters.SelectionParameter</className><collectionParameter>
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144 <name><className>java.lang.String</className>Case insensitive</name><comment><className>java.lang.String</className>Use the alphabet case insensitive</comment><datatype><className>de.jstacs.DataType</className><name>BOOLEAN</name></datatype><required><className>java.lang.Boolean</className>true</required><userSelected><className>java.lang.Boolean</className>false</userSelected><errorMessage>null</errorMessage><rangeable><className>java.lang.Boolean</className>true</rangeable><collection><className>de.jstacs.parameters.SimpleParameterSet</className><parameterSet>
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145 <set>
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146 <numberOfParameters><className>java.lang.Integer</className>2</numberOfParameters><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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147 <name><className>java.lang.String</className>Case insensitive</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BOOLEAN</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Boolean</className>true</value></simpleParameter>
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148 </parameter><parameter><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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149 <name><className>java.lang.String</className>Case sensitive</name><comment>null</comment><datatype><className>de.jstacs.DataType</className><name>BOOLEAN</name></datatype><required><className>java.lang.Boolean</className>false</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage><className>java.lang.String</className></errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator>null</validator><defaultValue>null</defaultValue><value><className>java.lang.Boolean</className>false</value></simpleParameter>
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150 </parameter></set>
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151 </parameterSet>
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152 </collection><selected><className>java.lang.Integer</className>0</selected><defaultSelected><className>java.lang.Integer</className>0</defaultSelected></collectionParameter>
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153 </parameter></set>
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154 </parameterSet>
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155 </superParameterSet>
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156 <instanceClass><className>java.lang.Class</className><name>de.jstacs.data.alphabets.DiscreteAlphabet</name></instanceClass></instanceParameterSet>
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157 </parameters></parameterSetContainer>
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158 </parameter></set>
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159 </parameterSet>
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160 </collection><selected><className>java.lang.Integer</className>0</selected><defaultSelected><className>java.lang.Integer</className>0</defaultSelected></collectionParameter>
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161 </parameter></set>
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162 </parameterSet>
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163 </superParameterSet>
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164 <instanceClass><className>java.lang.Class</className><name>de.jstacs.data.AlphabetContainer</name></instanceClass></instanceParameterSet>
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165 </superParameters>
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166 <type><className>de.jstacs.data.AlphabetContainer$AlphabetContainerType</className><name>DISCRETE</name></type><simple><className>java.lang.Boolean</className>true</simple></alphabetContainerParameterSet>
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167 </parameters></parameterSetContainer>
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168 </parameter><parameter><className>de.jstacs.parameters.ParameterSetContainer</className><parameterSetContainer>
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169 <name><className>java.lang.String</className>DNAAlphabetContainerParameterSet</name><comment><className>java.lang.String</className></comment><datatype><className>de.jstacs.DataType</className><name>PARAMETERSET</name></datatype><errorMessage>null</errorMessage><parameters><className>de.jstacs.data.alphabets.DNAAlphabetContainer$DNAAlphabetContainerParameterSet</className></parameters></parameterSetContainer>
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170 </parameter></set>
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171 </parameterSet>
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172 </collection><selected><className>java.lang.Integer</className>1</selected><defaultSelected><className>java.lang.Integer</className>0</defaultSelected></collectionParameter>
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173 </alphabet><length><className>de.jstacs.parameters.SimpleParameter</className><simpleParameter>
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174 <name><className>java.lang.String</className>Length</name><comment><className>java.lang.String</className>The length of sequences the model can work on</comment><datatype><className>de.jstacs.DataType</className><name>INT</name></datatype><required><className>java.lang.Boolean</className>true</required><isSet><className>java.lang.Boolean</className>true</isSet><errorMessage>null</errorMessage><isRangeable><className>java.lang.Boolean</className>true</isRangeable><validator><className>de.jstacs.parameters.validation.NumberValidator</className><NumberValidator>
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175 <className><className>java.lang.String</className>java.lang.Integer</className><lowerBound><className>java.lang.String</className>0</lowerBound><upperBound><className>java.lang.String</className>0</upperBound></NumberValidator>
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176 </validator><defaultValue><className>java.lang.Integer</className>0</defaultValue><value><className>java.lang.Integer</className>0</value></simpleParameter>
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177 </length></sequenceScoringParameterSet>
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178 </params><hasBeenOptimized><className>java.lang.Boolean</className>false</hasBeenOptimized><lastScore><className>java.lang.Double</className>-0.29019836129972626</lastScore><score><className>[Lde.jstacs.sequenceScores.statisticalModels.differentiable.DifferentiableStatisticalModel;</className><length>2</length><pos val="0"><className>projects.dimont.ThresholdedStrandChIPper</className><ThresholdedStrandChIPper>
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179 <length><className>java.lang.Integer</className>0</length><starts><className>java.lang.Integer</className>1</starts><freeParams><className>java.lang.Boolean</className>false</freeParams><function><className>[Lde.jstacs.sequenceScores.statisticalModels.differentiable.DifferentiableStatisticalModel;</className><length>1</length><pos val="0"><className>de.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.MarkovModelDiffSM</className><MarkovModelDiffSM>
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180 <bayesianNetworkSF>
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181 <alphabets><className>de.jstacs.data.alphabets.DNAAlphabetContainer</className></alphabets><length><className>java.lang.Integer</className>7</length><trees><className>[Lde.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.BNDiffSMParameterTree;</className><length>7</length><pos val="0"><className>de.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.BNDiffSMParameterTree</className><parameterTree>
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182 <pos><className>java.lang.Integer</className>0</pos><contextPoss><className>[I</className><length>0</length></contextPoss><root><className>de.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.BNDiffSMParameterTree$TreeElement</className><treeElement>
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183 <contNum><className>java.lang.Integer</className>0</contNum><contextPos><className>java.lang.Integer</className>-1</contextPos><children>null</children><pars><className>[Lde.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.BNDiffSMParameter;</className><length>4</length><pos val="0"><className>de.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.BNDiffSMParameter</className><parameter>
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184 <value><className>java.lang.Double</className>-1.8882500938776798</value><symbol><className>java.lang.Byte</className>0</symbol><index><className>java.lang.Integer</className>0</index><pseudoCount><className>java.lang.Double</className>1.0</pseudoCount><position><className>java.lang.Integer</className>0</position><context><className>[[I</className><length>0</length></context><count><className>java.lang.Double</className>1.0</count><free><className>java.lang.Boolean</className>true</free><z><className>java.lang.Double</className>0.0</z><t><className>java.lang.Double</className>0.0</t></parameter>
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253 </pos><pos val="6"><className>de.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.BNDiffSMParameterTree</className><parameterTree>
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257 </pos><pos val="1"><className>de.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.BNDiffSMParameter</className><parameter>
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259 </pos><pos val="2"><className>de.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.BNDiffSMParameter</className><parameter>
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261 </pos><pos val="3"><className>de.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.BNDiffSMParameter</className><parameter>
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263 </pos></pars></treeElement>
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264 </root><firstParent><className>java.lang.Integer</className>-1</firstParent><firstChildren><className>[I</className><length>0</length></firstChildren></parameterTree>
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265 </pos></trees><isTrained><className>java.lang.Boolean</className>true</isTrained><ess><className>java.lang.Double</className>4.0</ess><numFreePars><className>java.lang.Integer</className>28</numFreePars><nums><className>[I</className><length>28</length><pos val="0">0</pos><pos val="1">1</pos><pos val="2">2</pos><pos val="3">3</pos><pos val="4">4</pos><pos val="5">5</pos><pos val="6">6</pos><pos val="7">7</pos><pos val="8">8</pos><pos val="9">9</pos><pos val="10">10</pos><pos val="11">11</pos><pos val="12">12</pos><pos val="13">13</pos><pos val="14">14</pos><pos val="15">15</pos><pos val="16">16</pos><pos val="17">17</pos><pos val="18">18</pos><pos val="19">19</pos><pos val="20">20</pos><pos val="21">21</pos><pos val="22">22</pos><pos val="23">23</pos><pos val="24">24</pos><pos val="25">25</pos><pos val="26">26</pos><pos val="27">27</pos></nums><structureMeasure><className>de.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.structureLearning.measures.InhomogeneousMarkov</className><inhomogeneousMarkov>
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266 <parameters><className>de.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.structureLearning.measures.InhomogeneousMarkov$InhomogeneousMarkovParameterSet</className><instanceParameterSet>
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269 <set>
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272 </parameter></set>
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273 </parameterSet>
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274 </superParameterSet>
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275 <instanceClass><className>java.lang.Class</className><name>de.jstacs.sequenceScores.statisticalModels.differentiable.directedGraphicalModels.structureLearning.measures.InhomogeneousMarkov</name></instanceClass></instanceParameterSet>
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276 </parameters></inhomogeneousMarkov>
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283 <class><className>java.lang.Class</className><name>de.jstacs.classifiers.differentiableSequenceScoreBased.logPrior.CompositeLogPrior</name></class> </prior>
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284 </gendismix-classifier>
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285