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|  | 18 <p> | 
|  | 19 </p> | 
|  | 20 <h2>NAME</h2> | 
|  | 21 <p>FingerprintsVector</p> | 
|  | 22 <p> | 
|  | 23 </p> | 
|  | 24 <h2>SYNOPSIS</h2> | 
|  | 25 <p>use Fingerprints::FingerprintsVector;</p> | 
|  | 26 <p>use Fingerprints::FingerprintsVector qw(:all);</p> | 
|  | 27 <p> | 
|  | 28 </p> | 
|  | 29 <h2>DESCRIPTION</h2> | 
|  | 30 <p><strong>FingerprintsVector</strong> class provides the following methods:</p> | 
|  | 31 <p> <a href="#new">new</a>, <a href="#addvalueids">AddValueIDs</a>, <a href="#addvalues">AddValues</a>, <a href="#cityblockdistancecoefficient">CityBlockDistanceCoefficient</a> | 
|  | 32 , <a href="#cosinesimilaritycoefficient">CosineSimilarityCoefficient</a>, <a href="#czekanowskisimilaritycoefficient">CzekanowskiSimilarityCoefficient</a> | 
|  | 33 , <a href="#dicesimilaritycoefficient">DiceSimilarityCoefficient</a>, <a href="#euclideandistancecoefficient">EuclideanDistanceCoefficient</a>, <a href="#getdescription">GetDescription</a> | 
|  | 34 , <a href="#getfingerprintsvectorstring">GetFingerprintsVectorString</a>, <a href="#getid">GetID</a>, <a href="#getidsandvaluespairsstring">GetIDsAndValuesPairsString</a> | 
|  | 35 , <a href="#getidsandvaluesstring">GetIDsAndValuesString</a>, <a href="#getnumofnonzerovalues">GetNumOfNonZeroValues</a>, <a href="#getnumofvalueids">GetNumOfValueIDs</a>, <a href="#getnumofvalues">GetNumOfValues</a> | 
|  | 36 , <a href="#getsupporteddistanceandsimilaritycoefficients">GetSupportedDistanceAndSimilarityCoefficients</a>, <a href="#getsupporteddistancecoefficients">GetSupportedDistanceCoefficients</a> | 
|  | 37 , <a href="#getsupportedsimilaritycoefficients">GetSupportedSimilarityCoefficients</a>, <a href="#gettype">GetType</a>, <a href="#getvalue">GetValue</a>, <a href="#getvalueid">GetValueID</a>, <a href="#getvalueids">GetValueIDs</a> | 
|  | 38 , <a href="#getvalueidsstring">GetValueIDsString</a>, <a href="#getvalues">GetValues</a>, <a href="#getvaluesandidspairsstring">GetValuesAndIDsPairsString</a>, <a href="#getvaluesandidsstring">GetValuesAndIDsString</a> | 
|  | 39 , <a href="#getvaluesstring">GetValuesString</a>, <a href="#getvectortype">GetVectorType</a>, <a href="#hammingdistancecoefficient">HammingDistanceCoefficient</a>, <a href="#isfingerprintsvector">IsFingerprintsVector</a> | 
|  | 40 , <a href="#jaccardsimilaritycoefficient">JaccardSimilarityCoefficient</a>, <a href="#manhattandistancecoefficient">ManhattanDistanceCoefficient</a> | 
|  | 41 , <a href="#newfromidsandvaluespairsstring">NewFromIDsAndValuesPairsString</a>, <a href="#newfromidsandvaluesstring">NewFromIDsAndValuesString</a> | 
|  | 42 , <a href="#newfromvaluesandidspairsstring">NewFromValuesAndIDsPairsString</a>, <a href="#newfromvaluesandidsstring">NewFromValuesAndIDsString</a>, <a href="#newfromvaluesstring">NewFromValuesString</a> | 
|  | 43 , <a href="#ochiaisimilaritycoefficient">OchiaiSimilarityCoefficient</a>, <a href="#setdescription">SetDescription</a>, <a href="#setid">SetID</a>, <a href="#settype">SetType</a>, <a href="#setvalue">SetValue</a>, <a href="#setvalueid">SetValueID</a> | 
|  | 44 , <a href="#setvalueids">SetValueIDs</a>, <a href="#setvalues">SetValues</a>, <a href="#setvectortype">SetVectorType</a>, <a href="#soergeldistancecoefficient">SoergelDistanceCoefficient</a> | 
|  | 45 , <a href="#sorensonsimilaritycoefficient">SorensonSimilarityCoefficient</a>, <a href="#stringifyfingerprintsvector">StringifyFingerprintsVector</a> | 
|  | 46 , <a href="#tanimotosimilaritycoefficient">TanimotoSimilarityCoefficient</a> | 
|  | 47 </p><p>The methods available to create fingerprints vector from strings and to calculate similarity | 
|  | 48 and distance coefficients between two vectors can also be invoked as class functions.</p> | 
|  | 49 <p><strong>FingerprintsVector</strong> class provides support to perform comparison between vectors | 
|  | 50 containing three different types of values:</p> | 
|  | 51 <p>Type I: OrderedNumericalValues</p> | 
|  | 52 <div class="OptionsBox"> | 
|  | 53     o Size of two vectors are same | 
|  | 54 <br/>    o Vectors contain real values in a specific order. For example: MACCS keys | 
|  | 55       count, Topological pharmacophore atom pairs and so on.</div> | 
|  | 56 <p>Type II: UnorderedNumericalValues</p> | 
|  | 57 <div class="OptionsBox"> | 
|  | 58     o Size of two vectors might not be same | 
|  | 59 <br/>    o Vectors contain unordered real value identified by value IDs. For example: | 
|  | 60       Topological atom pairs, Topological atom torsions and so on</div> | 
|  | 61 <p>Type III: AlphaNumericalValues</p> | 
|  | 62 <div class="OptionsBox"> | 
|  | 63     o Size of two vectors might not be same | 
|  | 64 <br/>    o Vectors contain unordered alphanumerical values. For example: Extended | 
|  | 65       connectivity fingerprints, atom neighborhood fingerprints.</div> | 
|  | 66 <p>Before performing similarity or distance calculations between vectors containing UnorderedNumericalValues | 
|  | 67 or AlphaNumericalValues, the vectors are transformed into vectors containing unique OrderedNumericalValues | 
|  | 68 using value IDs for UnorderedNumericalValues and values itself for AlphaNumericalValues.</p> | 
|  | 69 <p>Three forms of similarity and distance calculation between two vectors, specified using <strong>CalculationMode</strong> | 
|  | 70 option, are supported: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>.</p> | 
|  | 71 <p>For <em>BinaryForm</em>, the ordered list of processed final vector values containing the value or | 
|  | 72 count of each unique value type is simply converted into a binary vector containing 1s and 0s | 
|  | 73 corresponding to presence or absence of values before calculating similarity or distance between | 
|  | 74 two vectors.</p> | 
|  | 75 <p>For two fingerprint vectors A and B of same size containing OrderedNumericalValues, let:</p> | 
|  | 76 <div class="OptionsBox"> | 
|  | 77     N = Number values in A or B</div> | 
|  | 78 <div class="OptionsBox"> | 
|  | 79     Xa = Values of vector A | 
|  | 80 <br/>    Xb = Values of vector B</div> | 
|  | 81 <div class="OptionsBox"> | 
|  | 82     Xai = Value of ith element in A | 
|  | 83 <br/>    Xbi = Value of ith element in B</div> | 
|  | 84 <div class="OptionsBox"> | 
|  | 85    SUM = Sum of i over N values</div> | 
|  | 86 <p>For SetTheoreticForm of calculation between two vectors, let:</p> | 
|  | 87 <div class="OptionsBox"> | 
|  | 88     SetIntersectionXaXb = SUM ( MIN ( Xai, Xbi ) ) | 
|  | 89 <br/>    SetDifferenceXaXb = SUM ( Xai ) + SUM ( Xbi ) - SUM ( MIN ( Xai, Xbi ) )</div> | 
|  | 90 <p>For BinaryForm of calculation between two vectors, let:</p> | 
|  | 91 <div class="OptionsBox"> | 
|  | 92     Na = Number of bits set to "1" in A = SUM ( Xai ) | 
|  | 93 <br/>    Nb = Number of bits set to "1" in B = SUM ( Xbi ) | 
|  | 94 <br/>    Nc = Number of bits set to "1" in both A and B = SUM ( Xai * Xbi ) | 
|  | 95 <br/>    Nd = Number of bits set to "0" in both A and B | 
|  | 96        = SUM ( 1 - Xai - Xbi + Xai * Xbi)</div> | 
|  | 97 <div class="OptionsBox"> | 
|  | 98     N = Number of bits set to "1" or "0" in A or B = Size of A or B = Na + Nb - Nc + Nd</div> | 
|  | 99 <p>Additionally, for BinaryForm various values also correspond to:</p> | 
|  | 100 <div class="OptionsBox"> | 
|  | 101     Na = | Xa | | 
|  | 102 <br/>    Nb = | Xb | | 
|  | 103 <br/>    Nc = | SetIntersectionXaXb | | 
|  | 104 <br/>    Nd = N - | SetDifferenceXaXb |</div> | 
|  | 105 <div class="OptionsBox"> | 
|  | 106     | SetDifferenceXaXb | = N - Nd = Na + Nb - Nc + Nd - Nd = Na + Nb - Nc | 
|  | 107                           =  | Xa | + | Xb | - | SetIntersectionXaXb |</div> | 
|  | 108 <p>Various similarity and distance coefficients [ Ref 40, Ref 62, Ref 64 ] for a pair of vectors A and B | 
|  | 109 in <em>AlgebraicForm, BinaryForm and SetTheoreticForm</em> are defined as follows:</p> | 
|  | 110 <p><strong>CityBlockDistance</strong>: ( same as HammingDistance and ManhattanDistance)</p> | 
|  | 111 <p><em>AlgebraicForm</em>: SUM ( ABS ( Xai - Xbi ) )</p> | 
|  | 112 <p><em>BinaryForm</em>: ( Na - Nc ) + ( Nb - Nc ) = Na + Nb - 2 * Nc</p> | 
|  | 113 <p><em>SetTheoreticForm</em>: | SetDifferenceXaXb | - | SetIntersectionXaXb | = SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) )</p> | 
|  | 114 <p><strong>CosineSimilarity</strong>:  ( same as OchiaiSimilarityCoefficient)</p> | 
|  | 115 <p><em>AlgebraicForm</em>: SUM ( Xai * Xbi ) / SQRT ( SUM ( Xai ** 2) * SUM ( Xbi ** 2) )</p> | 
|  | 116 <p><em>BinaryForm</em>: Nc / SQRT ( Na * Nb)</p> | 
|  | 117 <p><em>SetTheoreticForm</em>: | SetIntersectionXaXb | / SQRT ( |Xa| * |Xb| ) = SUM ( MIN ( Xai, Xbi ) ) / SQRT ( SUM ( Xai ) * SUM ( Xbi ) )</p> | 
|  | 118 <p><strong>CzekanowskiSimilarity</strong>: ( same as DiceSimilarity and SorensonSimilarity)</p> | 
|  | 119 <p><em>AlgebraicForm</em>: ( 2 * ( SUM ( Xai * Xbi ) )  ) / ( SUM ( Xai ** 2) + SUM ( Xbi **2 ) )</p> | 
|  | 120 <p><em>BinaryForm</em>: 2 * Nc / ( Na + Nb )</p> | 
|  | 121 <p><em>SetTheoreticForm</em>: 2 * | SetIntersectionXaXb | / ( |Xa| + |Xb| ) = 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) / ( SUM ( Xai ) + SUM ( Xbi ) )</p> | 
|  | 122 <p><strong>DiceSimilarity</strong>: ( same as CzekanowskiSimilarity and SorensonSimilarity)</p> | 
|  | 123 <p><em>AlgebraicForm</em>: ( 2 * ( SUM ( Xai * Xbi ) )  ) / ( SUM ( Xai ** 2) + SUM ( Xbi **2 ) )</p> | 
|  | 124 <p><em>BinaryForm</em>: 2 * Nc / ( Na + Nb )</p> | 
|  | 125 <p><em>SetTheoreticForm</em>: 2 * | SetIntersectionXaXb | / ( |Xa| + |Xb| ) = 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) / ( SUM ( Xai ) + SUM ( Xbi ) )</p> | 
|  | 126 <p><strong>EuclideanDistance</strong>:</p> | 
|  | 127 <p><em>AlgebraicForm</em>: SQRT ( SUM ( ( ( Xai - Xbi ) ** 2 ) ) )</p> | 
|  | 128 <p><em>BinaryForm</em>: SQRT ( ( Na - Nc ) + ( Nb - Nc ) ) = SQRT ( Na + Nb - 2 * Nc )</p> | 
|  | 129 <p><em>SetTheoreticForm</em>: SQRT ( | SetDifferenceXaXb | - | SetIntersectionXaXb | ) = SQRT (  SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) )</p> | 
|  | 130 <p><strong>HammingDistance</strong>:  ( same as CityBlockDistance and ManhattanDistance)</p> | 
|  | 131 <p><em>AlgebraicForm</em>: SUM ( ABS ( Xai - Xbi ) )</p> | 
|  | 132 <p><em>BinaryForm</em>: ( Na - Nc ) + ( Nb - Nc ) = Na + Nb - 2 * Nc</p> | 
|  | 133 <p><em>SetTheoreticForm</em>: | SetDifferenceXaXb | - | SetIntersectionXaXb | = SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) )</p> | 
|  | 134 <p><strong>JaccardSimilarity</strong>: ( same as TanimotoSimilarity)</p> | 
|  | 135 <p><em>AlgebraicForm</em>:  SUM ( Xai * Xbi ) / ( SUM ( Xai ** 2 ) + SUM ( Xbi ** 2 ) - SUM ( Xai * Xbi ) )</p> | 
|  | 136 <p><em>BinaryForm</em>:  Nc / ( ( Na - Nc ) + ( Nb - Nc ) + Nc ) = Nc / ( Na + Nb - Nc )</p> | 
|  | 137 <p><em>SetTheoreticForm</em>: | SetIntersectionXaXb | / | SetDifferenceXaXb | = SUM ( MIN ( Xai, Xbi ) ) / (  SUM ( Xai ) + SUM ( Xbi ) - SUM ( MIN ( Xai, Xbi ) ) )</p> | 
|  | 138 <p><strong>ManhattanDistance</strong>:  ( same as CityBlockDistance and HammingDistance)</p> | 
|  | 139 <p><em>AlgebraicForm</em>: SUM ( ABS ( Xai - Xbi ) )</p> | 
|  | 140 <p><em>BinaryForm</em>: ( Na - Nc ) + ( Nb - Nc ) = Na + Nb - 2 * Nc</p> | 
|  | 141 <p><em>SetTheoreticForm</em>: | SetDifferenceXaXb | - | SetIntersectionXaXb | = SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) )</p> | 
|  | 142 <p><strong>OchiaiSimilarity</strong>:  ( same as CosineSimilarity)</p> | 
|  | 143 <p><em>AlgebraicForm</em>: SUM ( Xai * Xbi ) / SQRT ( SUM ( Xai ** 2) * SUM ( Xbi ** 2) )</p> | 
|  | 144 <p><em>BinaryForm</em>: Nc / SQRT ( Na * Nb)</p> | 
|  | 145 <p><em>SetTheoreticForm</em>: | SetIntersectionXaXb | / SQRT ( |Xa| * |Xb| ) = SUM ( MIN ( Xai, Xbi ) ) / SQRT ( SUM ( Xai ) * SUM ( Xbi ) )</p> | 
|  | 146 <p><strong>SorensonSimilarity</strong>: ( same as CzekanowskiSimilarity and DiceSimilarity)</p> | 
|  | 147 <p><em>AlgebraicForm</em>: ( 2 * ( SUM ( Xai * Xbi ) )  ) / ( SUM ( Xai ** 2) + SUM ( Xbi **2 ) )</p> | 
|  | 148 <p><em>BinaryForm</em>: 2 * Nc / ( Na + Nb )</p> | 
|  | 149 <p><em>SetTheoreticForm</em>: 2 * | SetIntersectionXaXb | / ( |Xa| + |Xb| ) = 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) / ( SUM ( Xai ) + SUM ( Xbi ) )</p> | 
|  | 150 <p><strong>SoergelDistance</strong>:</p> | 
|  | 151 <p><em>AlgebraicForm</em>:  SUM ( ABS ( Xai - Xbi ) ) / SUM ( MAX ( Xai, Xbi ) )</p> | 
|  | 152 <p><em>BinaryForm</em>: 1 - Nc / ( Na + Nb - Nc ) = ( Na + Nb - 2 * Nc ) / ( Na + Nb - Nc )</p> | 
|  | 153 <p><em>SetTheoreticForm</em>: ( | SetDifferenceXaXb | - | SetIntersectionXaXb | ) / | SetDifferenceXaXb | = ( SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) ) / ( SUM ( Xai ) + SUM ( Xbi ) - SUM ( MIN ( Xai, Xbi ) ) )</p> | 
|  | 154 <p><strong>TanimotoSimilarity</strong>:  ( same as JaccardSimilarity)</p> | 
|  | 155 <p><em>AlgebraicForm</em>:  SUM ( Xai * Xbi ) / ( SUM ( Xai ** 2 ) + SUM ( Xbi ** 2 ) - SUM ( Xai * Xbi ) )</p> | 
|  | 156 <p><em>BinaryForm</em>:  Nc / ( ( Na - Nc ) + ( Nb - Nc ) + Nc ) = Nc / ( Na + Nb - Nc )</p> | 
|  | 157 <p><em>SetTheoreticForm</em>: | SetIntersectionXaXb | / | SetDifferenceXaXb | = SUM ( MIN ( Xai, Xbi ) ) / (  SUM ( Xai ) + SUM ( Xbi ) - SUM ( MIN ( Xai, Xbi ) ) )</p> | 
|  | 158 <p> | 
|  | 159 </p> | 
|  | 160 <h2>METHODS</h2> | 
|  | 161 <dl> | 
|  | 162 <dt><strong><a name="new" class="item"><strong>new</strong></a></strong></dt> | 
|  | 163 <dd> | 
|  | 164 <div class="OptionsBox"> | 
|  | 165     $FPVector = new Fingerprints::FingerprintsVector(%NamesAndValues);</div> | 
|  | 166 <p>Using specified <em>FingerprintsVector</em> property names and values hash, <strong>new</strong> method creates | 
|  | 167 a new object and returns a reference to newly created <strong>FingerprintsVectorsVector</strong> | 
|  | 168 object. By default, the following properties are initialized:</p> | 
|  | 169 <div class="OptionsBox"> | 
|  | 170     Type = '' | 
|  | 171 <br/>    @{Values} = () | 
|  | 172 <br/>    @{ValuesIDs} = ()</div> | 
|  | 173 <p>Examples:</p> | 
|  | 174 <div class="OptionsBox"> | 
|  | 175     $FPVector = new Fingerprints::FingerprintsVector('Type' => 'OrderedNumericalValues', | 
|  | 176                                        'Values' => [1, 2, 3, 4]); | 
|  | 177 <br/>    $FPVector = new Fingerprints::FingerprintsVector('Type' => 'NumericalValues', | 
|  | 178                                        'Values' => [10, 22, 33, 44], | 
|  | 179                                        'ValueIDs' => ['ID1', 'ID2', 'ID3', 'ID4']); | 
|  | 180 <br/>    $FPVector = new Fingerprints::FingerprintsVector('Type' => 'AlphaNumericalValues', | 
|  | 181                                        'Values' => ['a1', 2, 'a3', 4]);</div> | 
|  | 182 </dd> | 
|  | 183 <dt><strong><a name="addvalueids" class="item"><strong>AddValueIDs</strong></a></strong></dt> | 
|  | 184 <dd> | 
|  | 185 <div class="OptionsBox"> | 
|  | 186     $FingerprintsVector->AddValueIDs($ValueIDsRef); | 
|  | 187 <br/>    $FingerprintsVector->AddValueIDs(@ValueIDs);</div> | 
|  | 188 <p>Adds specified <em>ValueIDs</em> to <em>FingerprintsVector</em> and returns <em>FingerprintsVector</em>.</p> | 
|  | 189 </dd> | 
|  | 190 <dt><strong><a name="addvalues" class="item"><strong>AddValues</strong></a></strong></dt> | 
|  | 191 <dd> | 
|  | 192 <div class="OptionsBox"> | 
|  | 193     $FingerprintsVector->AddValues($ValuesRef); | 
|  | 194 <br/>    $FingerprintsVector->AddValues(@Values); | 
|  | 195 <br/>    $FingerprintsVector->AddValues($Vector);</div> | 
|  | 196 <p>Adds specified <em>Values</em> to <em>FingerprintsVector</em> and returns <em>FingerprintsVector</em>.</p> | 
|  | 197 </dd> | 
|  | 198 <dt><strong><a name="cityblockdistancecoefficient" class="item"><strong>CityBlockDistanceCoefficient</strong></a></strong></dt> | 
|  | 199 <dd> | 
|  | 200 <div class="OptionsBox"> | 
|  | 201     $Value = $FingerprintsVector->CityBlockDistanceCoefficient( | 
|  | 202               $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); | 
|  | 203 <br/>    $Value = Fingerprints::FingerprintsVector::CityBlockDistanceCoefficient( | 
|  | 204               $FingerprintsVectorA, $FingerprintVectorB, | 
|  | 205               [$CalculationMode, $SkipValuesCheck]);</div> | 
|  | 206 <p>Returns value of <em>CityBlock</em> distance coefficient between two <em>FingerprintsVectors</em> using | 
|  | 207 optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> | 
|  | 208 <p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default | 
|  | 209 <em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> | 
|  | 210 </dd> | 
|  | 211 <dt><strong><a name="cosinesimilaritycoefficient" class="item"><strong>CosineSimilarityCoefficient</strong></a></strong></dt> | 
|  | 212 <dd> | 
|  | 213 <div class="OptionsBox"> | 
|  | 214     $Value = $FingerprintsVector->CosineSimilarityCoefficient( | 
|  | 215               $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); | 
|  | 216 <br/>    $Value = Fingerprints::FingerprintsVector::CosineSimilarityCoefficient( | 
|  | 217               $FingerprintsVectorA, $FingerprintVectorB, | 
|  | 218               [$CalculationMode, $SkipValuesCheck]);</div> | 
|  | 219 <p>Returns value of <em>Cosine</em> similarity coefficient between two <em>FingerprintsVectors</em> using | 
|  | 220 optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> | 
|  | 221 <p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default | 
|  | 222 <em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> | 
|  | 223 </dd> | 
|  | 224 <dt><strong><a name="czekanowskisimilaritycoefficient" class="item"><strong>CzekanowskiSimilarityCoefficient</strong></a></strong></dt> | 
|  | 225 <dd> | 
|  | 226 <div class="OptionsBox"> | 
|  | 227     $Value = $FingerprintsVector->CzekanowskiSimilarityCoefficient( | 
|  | 228               $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); | 
|  | 229 <br/>    $Value = Fingerprints::FingerprintsVector::CzekanowskiSimilarityCoefficient( | 
|  | 230               $FingerprintsVectorA, $FingerprintVectorB, | 
|  | 231               [$CalculationMode, $SkipValuesCheck]);</div> | 
|  | 232 <p>Returns value of <em>Czekanowski</em> similarity coefficient between two <em>FingerprintsVectors</em> using | 
|  | 233 optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> | 
|  | 234 <p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default | 
|  | 235 <em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> | 
|  | 236 </dd> | 
|  | 237 <dt><strong><a name="dicesimilaritycoefficient" class="item"><strong>DiceSimilarityCoefficient</strong></a></strong></dt> | 
|  | 238 <dd> | 
|  | 239 <div class="OptionsBox"> | 
|  | 240     $Value = $FingerprintsVector->DiceSimilarityCoefficient( | 
|  | 241               $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); | 
|  | 242 <br/>    $Value = Fingerprints::FingerprintsVector::DiceSimilarityCoefficient( | 
|  | 243               $FingerprintsVectorA, $FingerprintVectorB, | 
|  | 244               [$CalculationMode, $SkipValuesCheck]);</div> | 
|  | 245 <p>Returns value of <em>Dice</em> similarity coefficient between two <em>FingerprintsVectors</em> using | 
|  | 246 optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> | 
|  | 247 <p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default | 
|  | 248 <em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> | 
|  | 249 </dd> | 
|  | 250 <dt><strong><a name="euclideandistancecoefficient" class="item"><strong>EuclideanDistanceCoefficient</strong></a></strong></dt> | 
|  | 251 <dd> | 
|  | 252 <div class="OptionsBox"> | 
|  | 253     $Value = $FingerprintsVector->EuclideanDistanceCoefficient( | 
|  | 254               $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); | 
|  | 255 <br/>    $Value = Fingerprints::FingerprintsVector::EuclideanDistanceCoefficient( | 
|  | 256               $FingerprintsVectorA, $FingerprintVectorB, | 
|  | 257               [$CalculationMode, $SkipValuesCheck]);</div> | 
|  | 258 <p>Returns value of <em>Euclidean</em> distance coefficient between two <em>FingerprintsVectors</em> using | 
|  | 259 optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> | 
|  | 260 <p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default | 
|  | 261 <em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> | 
|  | 262 </dd> | 
|  | 263 <dt><strong><a name="getdescription" class="item"><strong>GetDescription</strong></a></strong></dt> | 
|  | 264 <dd> | 
|  | 265 <div class="OptionsBox"> | 
|  | 266     $Description = $FingerprintsVector->GetDescription();</div> | 
|  | 267 <p>Returns a string containing description of fingerprints vector.</p> | 
|  | 268 </dd> | 
|  | 269 <dt><strong><a name="getfingerprintsvectorstring" class="item"><strong>GetFingerprintsVectorString</strong></a></strong></dt> | 
|  | 270 <dd> | 
|  | 271 <div class="OptionsBox"> | 
|  | 272     $FPString = $FingerprintsVector->GetFingerprintsVectorString($Format);</div> | 
|  | 273 <p>Returns a <strong>FingerprintsString</strong> containing vector values and/or IDs in <em>FingerprintsVector</em> | 
|  | 274 corresponding to specified <em>Format</em>.</p> | 
|  | 275 <p>Possible <em>Format</em> values: <em>IDsAndValuesString, IDsAndValues, IDsAndValuesPairsString, | 
|  | 276 IDsAndValuesPairs, ValuesAndIDsString, ValuesAndIDs, ValuesAndIDsPairsString, ValuesAndIDsPairs, | 
|  | 277 ValueIDsString, ValueIDs, ValuesString, or Values</em>.</p> | 
|  | 278 </dd> | 
|  | 279 <dt><strong><a name="getid" class="item"><strong>GetID</strong></a></strong></dt> | 
|  | 280 <dd> | 
|  | 281 <div class="OptionsBox"> | 
|  | 282     $ID = $FingerprintsVector->GetID();</div> | 
|  | 283 <p>Returns <em>ID</em> of <em>FingerprintsVector</em>.</p> | 
|  | 284 </dd> | 
|  | 285 <dt><strong><a name="getvectortype" class="item"><strong>GetVectorType</strong></a></strong></dt> | 
|  | 286 <dd> | 
|  | 287 <div class="OptionsBox"> | 
|  | 288     $VectorType = $FingerprintsVector->GetVectorType();</div> | 
|  | 289 <p>Returns <em>VectorType</em> of <em>FingerprintsVector</em>.</p> | 
|  | 290 </dd> | 
|  | 291 <dt><strong><a name="getidsandvaluespairsstring" class="item"><strong>GetIDsAndValuesPairsString</strong></a></strong></dt> | 
|  | 292 <dd> | 
|  | 293 <div class="OptionsBox"> | 
|  | 294     $IDsValuesPairsString = $FingerprintsVector->GetIDsAndValuesPairsString();</div> | 
|  | 295 <p>Returns <em>FingerprintsVector</em> value IDs and values as space delimited ID/value pair | 
|  | 296 string.</p> | 
|  | 297 </dd> | 
|  | 298 <dt><strong><a name="getidsandvaluesstring" class="item"><strong>GetIDsAndValuesString</strong></a></strong></dt> | 
|  | 299 <dd> | 
|  | 300 <div class="OptionsBox"> | 
|  | 301     $IDsValuesString = $FingerprintsVector->GetIDsAndValuesString();</div> | 
|  | 302 <p>Returns <em>FingerprintsVector</em> value IDs and values as string containing space delimited IDs followed by | 
|  | 303 values with semicolon as IDs and values delimiter.</p> | 
|  | 304 </dd> | 
|  | 305 <dt><strong><a name="getnumofnonzerovalues" class="item"><strong>GetNumOfNonZeroValues</strong></a></strong></dt> | 
|  | 306 <dd> | 
|  | 307 <div class="OptionsBox"> | 
|  | 308     $NumOfNonZeroValues = $FingerprintsVector->GetNumOfNonZeroValues();</div> | 
|  | 309 <p>Returns number of non-zero values in <em>FingerprintsVector</em>.</p> | 
|  | 310 </dd> | 
|  | 311 <dt><strong><a name="getnumofvalueids" class="item"><strong>GetNumOfValueIDs</strong></a></strong></dt> | 
|  | 312 <dd> | 
|  | 313 <div class="OptionsBox"> | 
|  | 314     $NumOfValueIDs = $FingerprintsVector->GetNumOfValueIDs();</div> | 
|  | 315 <p>Returns number of value IDs <em>FingerprintsVector</em>.</p> | 
|  | 316 </dd> | 
|  | 317 <dt><strong><a name="getnumofvalues" class="item"><strong>GetNumOfValues</strong></a></strong></dt> | 
|  | 318 <dd> | 
|  | 319 <div class="OptionsBox"> | 
|  | 320     $NumOfValues = $FingerprintsVector->GetNumOfValues();</div> | 
|  | 321 <p>Returns number of values <em>FingerprintsVector</em>.</p> | 
|  | 322 </dd> | 
|  | 323 <dt><strong><a name="getsupporteddistanceandsimilaritycoefficients" class="item"><strong>GetSupportedDistanceAndSimilarityCoefficients</strong></a></strong></dt> | 
|  | 324 <dd> | 
|  | 325 <div class="OptionsBox"> | 
|  | 326     @SupportedDistanceAndSimilarityCoefficientsReturn = | 
|  | 327 <br/>            Fingerprints::FingerprintsVector::GetSupportedDistanceAndSimilarityCoefficients();</div> | 
|  | 328 <p>Returns an array containing names of supported distance and similarity coefficients.</p> | 
|  | 329 </dd> | 
|  | 330 <dt><strong><a name="getsupporteddistancecoefficients" class="item"><strong>GetSupportedDistanceCoefficients</strong></a></strong></dt> | 
|  | 331 <dd> | 
|  | 332 <div class="OptionsBox"> | 
|  | 333     @SupportedDistanceCoefficientsReturn = | 
|  | 334 <br/>            Fingerprints::FingerprintsVector::GetSupportedDistanceCoefficients();</div> | 
|  | 335 <p>Returns an array containing names of supported disyance coefficients.</p> | 
|  | 336 </dd> | 
|  | 337 <dt><strong><a name="getsupportedsimilaritycoefficients" class="item"><strong>GetSupportedSimilarityCoefficients</strong></a></strong></dt> | 
|  | 338 <dd> | 
|  | 339 <div class="OptionsBox"> | 
|  | 340     @SupportedSimilarityCoefficientsReturn = | 
|  | 341 <br/>            Fingerprints::FingerprintsVector::GetSupportedSimilarityCoefficients();</div> | 
|  | 342 <p>Returns an array containing names of supported similarity coefficients.</p> | 
|  | 343 </dd> | 
|  | 344 <dt><strong><a name="gettype" class="item"><strong>GetType</strong></a></strong></dt> | 
|  | 345 <dd> | 
|  | 346 <div class="OptionsBox"> | 
|  | 347     $VectorType = $FingerprintsVector->GetType();</div> | 
|  | 348 <p>Returns <em>FingerprintsVector</em> vector type.</p> | 
|  | 349 </dd> | 
|  | 350 <dt><strong><a name="getvalue" class="item"><strong>GetValue</strong></a></strong></dt> | 
|  | 351 <dd> | 
|  | 352 <div class="OptionsBox"> | 
|  | 353     $Value = $FingerprintsVector->GetValue($Index);</div> | 
|  | 354 <p>Returns fingerprints vector <strong>Value</strong> specified using <em>Index</em> starting at 0.</p> | 
|  | 355 </dd> | 
|  | 356 <dt><strong><a name="getvalueid" class="item"><strong>GetValueID</strong></a></strong></dt> | 
|  | 357 <dd> | 
|  | 358 <div class="OptionsBox"> | 
|  | 359     $ValueID = $FingerprintsVector->GetValueID();</div> | 
|  | 360 <p>Returns fingerprints vector <strong>ValueID</strong> specified using <em>Index</em> starting at 0.</p> | 
|  | 361 </dd> | 
|  | 362 <dt><strong><a name="getvalueids" class="item"><strong>GetValueIDs</strong></a></strong></dt> | 
|  | 363 <dd> | 
|  | 364 <div class="OptionsBox"> | 
|  | 365     $ValueIDs = $FingerprintsVector->GetValueIDs(); | 
|  | 366 <br/>    @ValueIDs = $FingerprintsVector->GetValueIDs();</div> | 
|  | 367 <p>Returns fingerprints vector <strong>ValueIDs</strong> as an array or reference to an array.</p> | 
|  | 368 </dd> | 
|  | 369 <dt><strong><a name="getvalueidsstring" class="item"><strong>GetValueIDsString</strong></a></strong></dt> | 
|  | 370 <dd> | 
|  | 371 <div class="OptionsBox"> | 
|  | 372     $ValueIDsString = $FingerprintsVector->GetValueIDsString();</div> | 
|  | 373 <p>Returns fingerprints vector <strong>ValueIDsString</strong> with value IDs delimited by space.</p> | 
|  | 374 </dd> | 
|  | 375 <dt><strong><a name="getvalues" class="item"><strong>GetValues</strong></a></strong></dt> | 
|  | 376 <dd> | 
|  | 377 <div class="OptionsBox"> | 
|  | 378     $ValuesRef = $FingerprintsVector->GetValues(); | 
|  | 379 <br/>    @Values = $FingerprintsVector->GetValues();</div> | 
|  | 380 <p>Returns fingerprints vector <strong>Values</strong> as an array or reference to an array.</p> | 
|  | 381 </dd> | 
|  | 382 <dt><strong><a name="getvaluesandidspairsstring" class="item"><strong>GetValuesAndIDsPairsString</strong></a></strong></dt> | 
|  | 383 <dd> | 
|  | 384 <div class="OptionsBox"> | 
|  | 385     $ValuesIDsPairsString = $FingerprintsVector->GetValuesAndIDsPairsString();</div> | 
|  | 386 <p>Returns <em>FingerprintsVector</em> value and value IDs as space delimited ID/value pair | 
|  | 387 string.</p> | 
|  | 388 </dd> | 
|  | 389 <dt><strong><a name="getvaluesandidsstring" class="item"><strong>GetValuesAndIDsString</strong></a></strong></dt> | 
|  | 390 <dd> | 
|  | 391 <div class="OptionsBox"> | 
|  | 392     $ValuesIDsString = $FingerprintsVector->GetValuesAndIDsString();</div> | 
|  | 393 <p>Returns <em>FingerprintsVector</em> values and value IDs as string containing space delimited IDs followed by | 
|  | 394 values with semicolon as IDs and values delimiter.</p> | 
|  | 395 </dd> | 
|  | 396 <dt><strong><a name="getvaluesstring" class="item"><strong>GetValuesString</strong></a></strong></dt> | 
|  | 397 <dd> | 
|  | 398 <div class="OptionsBox"> | 
|  | 399     $Return = $FingerprintsVector->GetValuesString();</div> | 
|  | 400 <p>Returns <em>FingerprintsVector</em> values as space delimited string.</p> | 
|  | 401 </dd> | 
|  | 402 <dt><strong><a name="hammingdistancecoefficient" class="item"><strong>HammingDistanceCoefficient</strong></a></strong></dt> | 
|  | 403 <dd> | 
|  | 404 <div class="OptionsBox"> | 
|  | 405     $Value = $FingerprintsVector->HammingDistanceCoefficient( | 
|  | 406               $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); | 
|  | 407 <br/>    $Value = Fingerprints::FingerprintsVector::HammingDistanceCoefficient( | 
|  | 408               $FingerprintsVectorA, $FingerprintVectorB, | 
|  | 409               [$CalculationMode, $SkipValuesCheck]);</div> | 
|  | 410 <p>Returns value of <em>Hamming</em> distance coefficient between two <em>FingerprintsVectors</em> using | 
|  | 411 optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> | 
|  | 412 <p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default | 
|  | 413 <em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> | 
|  | 414 </dd> | 
|  | 415 <dt><strong><a name="isfingerprintsvector" class="item"><strong>IsFingerprintsVector</strong></a></strong></dt> | 
|  | 416 <dd> | 
|  | 417 <div class="OptionsBox"> | 
|  | 418     $Status = Fingerprints::FingerprintsVector::IsFingerprintsVector($Object);</div> | 
|  | 419 <p>Returns 1 or 0 based on whether <em>Object</em> is a <em>FingerprintsVector</em>.</p> | 
|  | 420 </dd> | 
|  | 421 <dt><strong><a name="jaccardsimilaritycoefficient" class="item"><strong>JaccardSimilarityCoefficient</strong></a></strong></dt> | 
|  | 422 <dd> | 
|  | 423 <div class="OptionsBox"> | 
|  | 424     $Value = $FingerprintsVector->JaccardSimilarityCoefficient( | 
|  | 425               $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); | 
|  | 426 <br/>    $Value = Fingerprints::FingerprintsVector::JaccardSimilarityCoefficient( | 
|  | 427               $FingerprintsVectorA, $FingerprintVectorB, | 
|  | 428               [$CalculationMode, $SkipValuesCheck]);</div> | 
|  | 429 <p>Returns value of <em>Jaccard</em> similarity coefficient between two <em>FingerprintsVectors</em> using | 
|  | 430 optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> | 
|  | 431 <p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default | 
|  | 432 <em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> | 
|  | 433 </dd> | 
|  | 434 <dt><strong><a name="manhattandistancecoefficient" class="item"><strong>ManhattanDistanceCoefficient</strong></a></strong></dt> | 
|  | 435 <dd> | 
|  | 436 <div class="OptionsBox"> | 
|  | 437     $Value = $FingerprintsVector->ManhattanDistanceCoefficient( | 
|  | 438               $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); | 
|  | 439 <br/>    $Value = Fingerprints::FingerprintsVector::ManhattanDistanceCoefficient( | 
|  | 440               $FingerprintsVectorA, $FingerprintVectorB, | 
|  | 441               [$CalculationMode, $SkipValuesCheck]);</div> | 
|  | 442 <p>Returns value of <em>Manhattan</em> distance coefficient between two <em>FingerprintsVectors</em> using | 
|  | 443 optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> | 
|  | 444 <p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default | 
|  | 445 <em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> | 
|  | 446 </dd> | 
|  | 447 <dt><strong><a name="newfromidsandvaluespairsstring" class="item"><strong>NewFromIDsAndValuesPairsString</strong></a></strong></dt> | 
|  | 448 <dd> | 
|  | 449 <div class="OptionsBox"> | 
|  | 450     $FingerprintsVector = $FingerprintsVector->NewFromIDsAndValuesPairsString( | 
|  | 451                           $ValuesType, $IDsAndValuesPairsString); | 
|  | 452 <br/>    $FingerprintsVector = Fingerprints::FingerprintsVector::NewFromIDsAndValuesPairsString( | 
|  | 453                           $ValuesType, $IDsAndValuesPairsString);</div> | 
|  | 454 <p>Creates a new <em>FingerprintsVector</em> of <em>ValuesType</em> using <em>IDsAndValuesPairsString</em> containing | 
|  | 455 space delimited value IDs and values pairs and returns new <strong>FingerprintsVector</strong> object. | 
|  | 456 Possible <em>ValuesType</em> values: <em>OrderedNumericalValues, NumericalValues, or AlphaNumericalValues</em>.</p> | 
|  | 457 </dd> | 
|  | 458 <dt><strong><a name="newfromidsandvaluesstring" class="item"><strong>NewFromIDsAndValuesString</strong></a></strong></dt> | 
|  | 459 <dd> | 
|  | 460 <div class="OptionsBox"> | 
|  | 461     $FingerprintsVector = $FingerprintsVector->NewFromIDsAndValuesString( | 
|  | 462                           $ValuesType, $IDsAndValuesString); | 
|  | 463 <br/>    $FingerprintsVector = Fingerprints::FingerprintsVector::NewFromIDsAndValuesString( | 
|  | 464                           $ValuesType, $IDsAndValuesString);</div> | 
|  | 465 <p>Creates a new <em>FingerprintsVector</em> of <em>ValuesType</em> using <em>IDsAndValuesString</em> containing | 
|  | 466 semicolon delimited value IDs string followed by values strings and returns new <strong>FingerprintsVector</strong> | 
|  | 467 object. The values within value and value IDs tring are delimited by spaces. Possible <em>ValuesType</em> | 
|  | 468 values: <em>OrderedNumericalValues, NumericalValues, or AlphaNumericalValues</em>.</p> | 
|  | 469 </dd> | 
|  | 470 <dt><strong><a name="newfromvaluesandidspairsstring" class="item"><strong>NewFromValuesAndIDsPairsString</strong></a></strong></dt> | 
|  | 471 <dd> | 
|  | 472 <div class="OptionsBox"> | 
|  | 473     $FingerprintsVector = $FingerprintsVector->NewFromValuesAndIDsPairsString( | 
|  | 474                           $ValuesType, $ValuesAndIDsPairsString); | 
|  | 475 <br/>    $FingerprintsVector = Fingerprints::FingerprintsVector::NewFromValuesAndIDsPairsString( | 
|  | 476                           $ValuesType, $ValuesAndIDsPairsString);</div> | 
|  | 477 <p>Creates a new <em>FingerprintsVector</em> of <em>ValuesType</em> using <em>ValuesAndIDsPairsString</em> containing | 
|  | 478 space delimited value and value IDs pairs and returns new <strong>FingerprintsVector</strong> object. | 
|  | 479 Possible <em>ValuesType</em> values: <em>OrderedNumericalValues, NumericalValues, or AlphaNumericalValues</em>.</p> | 
|  | 480 </dd> | 
|  | 481 <dt><strong><a name="newfromvaluesandidsstring" class="item"><strong>NewFromValuesAndIDsString</strong></a></strong></dt> | 
|  | 482 <dd> | 
|  | 483 <div class="OptionsBox"> | 
|  | 484     $FingerprintsVector = $FingerprintsVector->NewFromValuesAndIDsString( | 
|  | 485                           $ValuesType, $IDsAndValuesString); | 
|  | 486 <br/>    $FingerprintsVector = Fingerprints::FingerprintsVector::NewFromValuesAndIDsString( | 
|  | 487                           $ValuesType, $IDsAndValuesString);</div> | 
|  | 488 <p>Creates a new <em>FingerprintsVector</em> of <em>ValuesType</em> using <em>ValuesAndIDsString</em> containing | 
|  | 489 semicolon delimited values string followed by value IDs strings and returns new <strong>FingerprintsVector</strong> | 
|  | 490 object. The values within values and value IDs tring are delimited by spaces. Possible <em>ValuesType</em> | 
|  | 491 values: <em>OrderedNumericalValues, NumericalValues, or AlphaNumericalValues</em>.</p> | 
|  | 492 </dd> | 
|  | 493 <dt><strong><a name="newfromvaluesstring" class="item"><strong>NewFromValuesString</strong></a></strong></dt> | 
|  | 494 <dd> | 
|  | 495 <div class="OptionsBox"> | 
|  | 496     $FingerprintsVector = $FingerprintsVector->NewFromValuesString( | 
|  | 497                           $ValuesType, $ValuesString); | 
|  | 498 <br/>    $FingerprintsVector = Fingerprints::FingerprintsVector::NewFromValuesString( | 
|  | 499                           $ValuesType, $ValuesString);</div> | 
|  | 500 <p>Creates a new <em>FingerprintsVector</em> of <em>ValuesType</em> using <em>ValuesString</em> containing space | 
|  | 501 delimited values string and returns new <strong>FingerprintsVector</strong> object. The values within values | 
|  | 502 and value IDs tring are delimited by spaces. Possible <em>ValuesType</em> values: <em>OrderedNumericalValues, | 
|  | 503 NumericalValues, or AlphaNumericalValues</em>.</p> | 
|  | 504 </dd> | 
|  | 505 <dt><strong><a name="ochiaisimilaritycoefficient" class="item"><strong>OchiaiSimilarityCoefficient</strong></a></strong></dt> | 
|  | 506 <dd> | 
|  | 507 <div class="OptionsBox"> | 
|  | 508     $Value = $FingerprintsVector->OchiaiSimilarityCoefficient( | 
|  | 509               $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); | 
|  | 510 <br/>    $Value = Fingerprints::FingerprintsVector::OchiaiSimilarityCoefficient( | 
|  | 511               $FingerprintsVectorA, $FingerprintVectorB, | 
|  | 512               [$CalculationMode, $SkipValuesCheck]);</div> | 
|  | 513 <p>Returns value of <em>Ochiai</em> similarity coefficient between two <em>FingerprintsVectors</em> using | 
|  | 514 optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> | 
|  | 515 <p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default | 
|  | 516 <em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> | 
|  | 517 </dd> | 
|  | 518 <dt><strong><a name="setdescription" class="item"><strong>SetDescription</strong></a></strong></dt> | 
|  | 519 <dd> | 
|  | 520 <div class="OptionsBox"> | 
|  | 521     $FingerprintsVector->SetDescription($Description);</div> | 
|  | 522 <p>Sets <em>Description</em> of fingerprints vector and returns <em>FingerprintsVector</em>.</p> | 
|  | 523 </dd> | 
|  | 524 <dt><strong><a name="setid" class="item"><strong>SetID</strong></a></strong></dt> | 
|  | 525 <dd> | 
|  | 526 <div class="OptionsBox"> | 
|  | 527     $FingerprintsVector->SetID($ID);</div> | 
|  | 528 <p>Sets <em>ID</em> of fingerprints vector and returns <em>FingerprintsVector</em>.</p> | 
|  | 529 </dd> | 
|  | 530 <dt><strong><a name="setvectortype" class="item"><strong>SetVectorType</strong></a></strong></dt> | 
|  | 531 <dd> | 
|  | 532 <div class="OptionsBox"> | 
|  | 533     $FingerprintsVector->SetVectorType($VectorType);</div> | 
|  | 534 <p>Sets <em>VectorType</em> of fingerprints vector and returns <em>FingerprintsVector</em>.</p> | 
|  | 535 </dd> | 
|  | 536 <dt><strong><a name="settype" class="item"><strong>SetType</strong></a></strong></dt> | 
|  | 537 <dd> | 
|  | 538 <div class="OptionsBox"> | 
|  | 539     $FingerprintsVector->SetType($Type);</div> | 
|  | 540 <p>Sets <em>FingerprintsVector</em> values <em>Type</em> and returns <em>FingerprintsVector</em>. Possible <em>Type</em> | 
|  | 541 values: <em>OrderedNumericalValues, NumericalValues, or AlphaNumericalValues</em>.</p> | 
|  | 542 <p>During calculation of similarity and distance coefficients between two <em>FingerprintsVectors</em>, the | 
|  | 543 following conditions apply to vector type, size, value and value IDs:</p> | 
|  | 544 <div class="OptionsBox"> | 
|  | 545     o For OrderedNumericalValues type, both vectors must be of the same size | 
|  | 546       and contain similar types of numerical values in the same order.</div> | 
|  | 547 <div class="OptionsBox"> | 
|  | 548     o For NumericalValues type, vector value IDs for both vectors must be | 
|  | 549       specified; however, their size and order of IDs and numerical values may | 
|  | 550       be different. For each vector, value IDs must correspond to vector values.</div> | 
|  | 551 <div class="OptionsBox"> | 
|  | 552     o For AlphaNumericalValues type, vectors may contain both numerical and | 
|  | 553       alphanumerical values and their sizes may be different.</div> | 
|  | 554 </dd> | 
|  | 555 <dt><strong><a name="setvalue" class="item"><strong>SetValue</strong></a></strong></dt> | 
|  | 556 <dd> | 
|  | 557 <div class="OptionsBox"> | 
|  | 558     $FingerprintsVector->SetValue($Index, $Value, [$SkipIndexCheck]);</div> | 
|  | 559 <p>Sets a <em>FingerprintsVector</em> value specified by <em>Index</em> starting at 0 to <em>Value</em> along with | 
|  | 560 optional index range check and returns <em>FingerprintsVector</em>.</p> | 
|  | 561 </dd> | 
|  | 562 <dt><strong><a name="setvalueid" class="item"><strong>SetValueID</strong></a></strong></dt> | 
|  | 563 <dd> | 
|  | 564 <div class="OptionsBox"> | 
|  | 565     $FingerprintsVector->SetValueID($Index, $ValueID, [$SkipIndexCheck]);</div> | 
|  | 566 <p>Sets a <em>FingerprintsVector</em> value ID specified by <em>Index</em> starting at 0 to <em>ValueID</em> along with | 
|  | 567 optional index range check and returns <em>FingerprintsVector</em>.</p> | 
|  | 568 </dd> | 
|  | 569 <dt><strong><a name="setvalueids" class="item"><strong>SetValueIDs</strong></a></strong></dt> | 
|  | 570 <dd> | 
|  | 571 <div class="OptionsBox"> | 
|  | 572     $FingerprintsVector->SetValueIDs($ValueIDsRef); | 
|  | 573 <br/>    $FingerprintsVector->SetValueIDs(@ValueIDs);</div> | 
|  | 574 <p>Sets <em>FingerprintsVector</em> value IDs to specified <em>ValueIDs</em> and returns <em>FingerprintsVector</em>.</p> | 
|  | 575 </dd> | 
|  | 576 <dt><strong><a name="setvalues" class="item"><strong>SetValues</strong></a></strong></dt> | 
|  | 577 <dd> | 
|  | 578 <div class="OptionsBox"> | 
|  | 579     $FingerprintsVector->SetValues($ValuesRef); | 
|  | 580 <br/>    $FingerprintsVector->SetValues(@Values);</div> | 
|  | 581 <p>Sets <em>FingerprintsVector</em> value to specified <em>Values</em> and returns <em>FingerprintsVector</em>.</p> | 
|  | 582 </dd> | 
|  | 583 <dt><strong><a name="soergeldistancecoefficient" class="item"><strong>SoergelDistanceCoefficient</strong></a></strong></dt> | 
|  | 584 <dd> | 
|  | 585 <div class="OptionsBox"> | 
|  | 586     $Value = $FingerprintsVector->SoergelDistanceCoefficient( | 
|  | 587               $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); | 
|  | 588 <br/>    $Value = Fingerprints::FingerprintsVector::SoergelDistanceCoefficient( | 
|  | 589               $FingerprintsVectorA, $FingerprintVectorB, | 
|  | 590               [$CalculationMode, $SkipValuesCheck]);</div> | 
|  | 591 <p>Returns value of <em>Soergel</em> distance coefficient between two <em>FingerprintsVectors</em> using | 
|  | 592 optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> | 
|  | 593 <p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default | 
|  | 594 <em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> | 
|  | 595 </dd> | 
|  | 596 <dt><strong><a name="sorensonsimilaritycoefficient" class="item"><strong>SorensonSimilarityCoefficient</strong></a></strong></dt> | 
|  | 597 <dd> | 
|  | 598 <div class="OptionsBox"> | 
|  | 599     $Value = $FingerprintsVector->SorensonSimilarityCoefficient( | 
|  | 600               $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); | 
|  | 601 <br/>    $Value = Fingerprints::FingerprintsVector::SorensonSimilarityCoefficient( | 
|  | 602               $FingerprintsVectorA, $FingerprintVectorB, | 
|  | 603               [$CalculationMode, $SkipValuesCheck]);</div> | 
|  | 604 <p>Returns value of <em>Sorenson</em> similarity coefficient between two <em>FingerprintsVectors</em> using | 
|  | 605 optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> | 
|  | 606 <p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default | 
|  | 607 <em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> | 
|  | 608 </dd> | 
|  | 609 <dt><strong><a name="tanimotosimilaritycoefficient" class="item"><strong>TanimotoSimilarityCoefficient</strong></a></strong></dt> | 
|  | 610 <dd> | 
|  | 611 <div class="OptionsBox"> | 
|  | 612     $Value = $FingerprintsVector->TanimotoSimilarityCoefficient( | 
|  | 613               $OtherFingerprintVector, [$CalculationMode, $SkipValuesCheck]); | 
|  | 614 <br/>    $Value = Fingerprints::FingerprintsVector::TanimotoSimilarityCoefficient( | 
|  | 615               $FingerprintsVectorA, $FingerprintVectorB, | 
|  | 616               [$CalculationMode, $SkipValuesCheck]);</div> | 
|  | 617 <p>Returns value of <em>Tanimoto</em> similarity coefficient between two <em>FingerprintsVectors</em> using | 
|  | 618 optionally specified <em>CalculationMode</em> and optional checking of vector values.</p> | 
|  | 619 <p>Possible <em>CalculationMode</em> values: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>. Default | 
|  | 620 <em>CalculationMode</em> value: <em>AlgebraicForm</em>. Default <em>SkipValuesCheck</em> value: <em>0</em>.</p> | 
|  | 621 </dd> | 
|  | 622 <dt><strong><a name="stringifyfingerprintsvector" class="item"><strong>StringifyFingerprintsVector</strong></a></strong></dt> | 
|  | 623 <dd> | 
|  | 624 <div class="OptionsBox"> | 
|  | 625     $String = $FingerprintsVector->StringifyFingerprintsVector();</div> | 
|  | 626 <p>Returns a string containing information about <em>FingerprintsVector</em> object.</p> | 
|  | 627 </dd> | 
|  | 628 </dl> | 
|  | 629 <p> | 
|  | 630 </p> | 
|  | 631 <h2>AUTHOR</h2> | 
|  | 632 <p><a href="mailto:msud@san.rr.com">Manish Sud</a></p> | 
|  | 633 <p> | 
|  | 634 </p> | 
|  | 635 <h2>SEE ALSO</h2> | 
|  | 636 <p><a href="./BitVector.html">BitVector.pm</a>, <a href="./FingerprintsStringUtil.html">FingerprintsStringUtil.pm</a>, <a href="./FingerprintsBitVector.html">FingerprintsBitVector.pm</a>, <a href="./Vector.html">Vector.pm</a> | 
|  | 637 </p> | 
|  | 638 <p> | 
|  | 639 </p> | 
|  | 640 <h2>COPYRIGHT</h2> | 
|  | 641 <p>Copyright (C) 2015 Manish Sud. All rights reserved.</p> | 
|  | 642 <p>This file is part of MayaChemTools.</p> | 
|  | 643 <p>MayaChemTools is free software; you can redistribute it and/or modify it under | 
|  | 644 the terms of the GNU Lesser General Public License as published by the Free | 
|  | 645 Software Foundation; either version 3 of the License, or (at your option) | 
|  | 646 any later version.</p> | 
|  | 647 <p> </p><p> </p><div class="DocNav"> | 
|  | 648 <table width="100%" border=0 cellpadding=0 cellspacing=2> | 
|  | 649 <tr align="left" valign="top"><td width="33%" align="left"><a href="./FingerprintsStringUtil.html" title="FingerprintsStringUtil.html">Previous</a>  <a href="./index.html" title="Table of Contents">TOC</a>  <a href="./MACCSKeys.html" title="MACCSKeys.html">Next</a></td><td width="34%" align="middle"><strong>March 29, 2015</strong></td><td width="33%" align="right"><strong>Fingerprints::FingerprintsVector.pm</strong></td></tr> | 
|  | 650 </table> | 
|  | 651 </div> | 
|  | 652 <br /> | 
|  | 653 <center> | 
|  | 654 <img src="../../images/h2o2.png"> | 
|  | 655 </center> | 
|  | 656 </body> | 
|  | 657 </html> |