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1 <html> | |
2 <head> | |
3 <title>MayaChemTools:Documentation:SimilarityMatricesFingerprints.pl</title> | |
4 <meta http-equiv="content-type" content="text/html;charset=utf-8"> | |
5 <link rel="stylesheet" type="text/css" href="../../css/MayaChemTools.css"> | |
6 </head> | |
7 <body leftmargin="20" rightmargin="20" topmargin="10" bottommargin="10"> | |
8 <br/> | |
9 <center> | |
10 <a href="http://www.mayachemtools.org" title="MayaChemTools Home"><img src="../../images/MayaChemToolsLogo.gif" border="0" alt="MayaChemTools"></a> | |
11 </center> | |
12 <br/> | |
13 <div class="DocNav"> | |
14 <table width="100%" border=0 cellpadding=0 cellspacing=2> | |
15 <tr align="left" valign="top"><td width="33%" align="left"><a href="./SDToMolFiles.html" title="SDToMolFiles.html">Previous</a> <a href="./index.html" title="Table of Contents">TOC</a> <a href="./SimilaritySearchingFingerprints.html" title="SimilaritySearchingFingerprints.html">Next</a></td><td width="34%" align="middle"><strong>SimilarityMatricesFingerprints.pl</strong></td><td width="33%" align="right"><a href="././code/SimilarityMatricesFingerprints.html" title="View source code">Code</a> | <a href="./../pdf/SimilarityMatricesFingerprints.pdf" title="PDF US Letter Size">PDF</a> | <a href="./../pdfgreen/SimilarityMatricesFingerprints.pdf" title="PDF US Letter Size with narrow margins: www.changethemargins.com">PDFGreen</a> | <a href="./../pdfa4/SimilarityMatricesFingerprints.pdf" title="PDF A4 Size">PDFA4</a> | <a href="./../pdfa4green/SimilarityMatricesFingerprints.pdf" title="PDF A4 Size with narrow margins: www.changethemargins.com">PDFA4Green</a></td></tr> | |
16 </table> | |
17 </div> | |
18 <p> | |
19 </p> | |
20 <h2>NAME</h2> | |
21 <p>SimilarityMatricesFingerprints.pl - Calculate similarity matrices using fingerprints strings data in SD, FP and CSV/TSV text file(s)</p> | |
22 <p> | |
23 </p> | |
24 <h2>SYNOPSIS</h2> | |
25 <p>SimilarityMatricesFingerprints.pl SDFile(s) FPFile(s) TextFile(s)...</p> | |
26 <p>SimilarityMatricesFingerprints.pl [<strong>--alpha</strong> <em>number</em>] [<strong>--beta</strong> <em>number</em>] | |
27 [<strong>-b, --BitVectorComparisonMode</strong> <em>All | "TanimotoSimilarity,[ TverskySimilarity, ... ]"</em>] | |
28 [<strong>-c, --ColMode</strong> <em>ColNum | ColLabel</em>] [<strong>--CompoundIDCol</strong> <em>col number | col name</em>] | |
29 [<strong>--CompoundIDPrefix</strong> <em>text</em>] [<strong>--CompoundIDField</strong> <em>DataFieldName</em>] | |
30 [<strong>--CompoundIDMode</strong> <em>DataField | MolName | LabelPrefix | MolNameOrLabelPrefix</em>] | |
31 [<strong>-d, --detail</strong> <em>InfoLevel</em>] [<strong>-f, --fast</strong>] [<strong>--FingerprintsCol</strong> <em>col number | col name</em>] | |
32 [<strong>--FingerprintsField</strong> <em>FieldLabel</em>] [<strong>-h, --help</strong>] [<strong>--InDelim</strong> <em>comma | semicolon</em>] | |
33 [<strong>--InputDataMode</strong> <em>LoadInMemory | ScanFile</em>] | |
34 [<strong>-m, --mode</strong> <em>AutoDetect | FingerprintsBitVectorString | FingerprintsVectorString</em>] | |
35 [<strong>--OutDelim</strong> <em>comma | tab | semicolon</em>] [<strong>--OutMatrixFormat</strong> <em>RowsAndColumns | IDPairsAndValue</em>] | |
36 [<strong>--OutMatrixType</strong> <em>FullMatrix | UpperTriangularMatrix | LowerTriangularMatrix</em>] | |
37 [<strong>-o, --overwrite</strong>] [<strong>-p, --precision</strong> <em>number</em>] | |
38 [<strong>-q, --quote</strong> <em>Yes | No</em>] [<strong>-r, --root</strong> <em>RootName</em>] | |
39 [<strong>-v, --VectorComparisonMode</strong> <em>All | "TanimotoSimilairy, [ ManhattanDistance, ...]"</em>] | |
40 [<strong>--VectorComparisonFormulism</strong> <em>All | "AlgebraicForm, [BinaryForm, SetTheoreticForm]"</em>] | |
41 [<strong>-w, --WorkingDir</strong> dirname] SDFile(s) FPFile(s) TextFile(s)...</p> | |
42 <p> | |
43 </p> | |
44 <h2>DESCRIPTION</h2> | |
45 <p>Calculate similarity matrices using fingerprint bit-vector or vector strings data in <em>SD, FP | |
46 and CSV/TSV</em> text file(s) and generate CSV/TSV text file(s) containing values for specified | |
47 similarity and distance coefficients.</p> | |
48 <p>The scripts SimilarityMatrixSDFiles.pl and SimilarityMatrixTextFiles.pl have been removed from the | |
49 current release of MayaChemTools and their functionality merged with this script.</p> | |
50 <p>The valid <em>SDFile</em> extensions are <em>.sdf</em> and <em>.sd</em>. All SD files in a current directory | |
51 can be specified either by <em>*.sdf</em> or the current directory name.</p> | |
52 <p>The valid <em>FPFile</em> extensions are <em>.fpf</em> and <em>.fp</em>. All FP files in a current directory | |
53 can be specified either by <em>*.fpf</em> or the current directory name.</p> | |
54 <p>The valid <em>TextFile</em> extensions are <em>.csv</em> and <em>.tsv</em> for comma/semicolon and tab | |
55 delimited text files respectively. All other file names are ignored. All text files in a | |
56 current directory can be specified by <em>*.csv</em>, <em>*.tsv</em>, or the current directory | |
57 name. The <strong>--indelim</strong> option determines the format of <em>TextFile(s)</em>. Any file | |
58 which doesn't correspond to the format indicated by <strong>--indelim</strong> option is ignored.</p> | |
59 <p>Example of <em>FP</em> file containing fingerprints bit-vector string data:</p> | |
60 <div class="OptionsBox"> | |
61 # | |
62 <br/> # Package = MayaChemTools 7.4 | |
63 <br/> # ReleaseDate = Oct 21, 2010 | |
64 <br/> # | |
65 <br/> # TimeStamp = Mon Mar 7 15:14:01 2011 | |
66 <br/> # | |
67 <br/> # FingerprintsStringType = FingerprintsBitVector | |
68 <br/> # | |
69 <br/> # Description = PathLengthBits:AtomicInvariantsAtomTypes:MinLength1:... | |
70 <br/> # Size = 1024 | |
71 <br/> # BitStringFormat = HexadecimalString | |
72 <br/> # BitsOrder = Ascending | |
73 <br/> # | |
74 <br/> Cmpd1 9c8460989ec8a49913991a6603130b0a19e8051c89184414953800cc21510... | |
75 <br/> Cmpd2 000000249400840040100042011001001980410c000000001010088001120... | |
76 <br/> ... ... | |
77 <br/> ... ..</div> | |
78 <p>Example of <em>FP</em> file containing fingerprints vector string data:</p> | |
79 <div class="OptionsBox"> | |
80 # | |
81 <br/> # Package = MayaChemTools 7.4 | |
82 <br/> # ReleaseDate = Oct 21, 2010 | |
83 <br/> # | |
84 <br/> # TimeStamp = Mon Mar 7 15:14:01 2011 | |
85 <br/> # | |
86 <br/> # FingerprintsStringType = FingerprintsVector | |
87 <br/> # | |
88 <br/> # Description = PathLengthBits:AtomicInvariantsAtomTypes:MinLength1:... | |
89 <br/> # VectorStringFormat = IDsAndValuesString | |
90 <br/> # VectorValuesType = NumericalValues | |
91 <br/> # | |
92 <br/> Cmpd1 338;C F N O C:C C:N C=O CC CF CN CO C:C:C C:C:N C:CC C:CF C:CN C: | |
93 <br/> N:C C:NC CC:N CC=O CCC CCN CCO CNC NC=O O=CO C:C:C:C C:C:C:N C:C:CC...; | |
94 <br/> 33 1 2 5 21 2 2 12 1 3 3 20 2 10 2 2 1 2 2 2 8 2 5 1 1 1 19 2 8 2 2 2 2 | |
95 <br/> 6 2 2 2 2 2 2 2 2 3 2 2 1 4 1 5 1 1 18 6 2 2 1 2 10 2 1 2 1 2 2 2 2 ... | |
96 <br/> Cmpd2 103;C N O C=N C=O CC CN CO CC=O CCC CCN CCO CNC N=CN NC=O NCN O=C | |
97 <br/> O C CC=O CCCC CCCN CCCO CCNC CNC=N CNC=O CNCN CCCC=O CCCCC CCCCN CC...; | |
98 <br/> 15 4 4 1 2 13 5 2 2 15 5 3 2 2 1 1 1 2 17 7 6 5 1 1 1 2 15 8 5 7 2 2 2 2 | |
99 <br/> 1 2 1 1 3 15 7 6 8 3 4 4 3 2 2 1 2 3 14 2 4 7 4 4 4 4 1 1 1 2 1 1 1 ... | |
100 <br/> ... ... | |
101 <br/> ... ...</div> | |
102 <p>Example of <em>SD</em> file containing fingerprints bit-vector string data:</p> | |
103 <div class="OptionsBox"> | |
104 ... ... | |
105 <br/> ... ... | |
106 <br/> $$$$ | |
107 <br/> ... ... | |
108 <br/> ... ... | |
109 <br/> ... ... | |
110 <br/> 41 44 0 0 0 0 0 0 0 0999 V2000 | |
111 -3.3652 1.4499 0.0000 C 0 0 0 0 0 0 0 0 0 0 0 0 | |
112 <br/> ... ... | |
113 <br/> 2 3 1 0 0 0 0 | |
114 <br/> ... ... | |
115 <br/> M END | |
116 <br/> > <CmpdID> | |
117 <br/> Cmpd1</div> | |
118 <div class="OptionsBox"> | |
119 > <PathLengthFingerprints> | |
120 <br/> FingerprintsBitVector;PathLengthBits:AtomicInvariantsAtomTypes:MinLengt | |
121 <br/> h1:MaxLength8;1024;HexadecimalString;Ascending;9c8460989ec8a49913991a66 | |
122 <br/> 03130b0a19e8051c89184414953800cc2151082844a201042800130860308e8204d4028 | |
123 <br/> 00831048940e44281c00060449a5000ac80c894114e006321264401600846c050164462 | |
124 <br/> 08190410805000304a10205b0100e04c0038ba0fad0209c0ca8b1200012268b61c0026a | |
125 <br/> aa0660a11014a011d46</div> | |
126 <div class="OptionsBox"> | |
127 $$$$ | |
128 <br/> ... ... | |
129 <br/> ... ...</div> | |
130 <p>Example of CSV <em>Text</em> file containing fingerprints bit-vector string data:</p> | |
131 <div class="OptionsBox"> | |
132 "CompoundID","PathLengthFingerprints" | |
133 <br/> "Cmpd1","FingerprintsBitVector;PathLengthBits:AtomicInvariantsAtomTypes | |
134 <br/> :MinLength1:MaxLength8;1024;HexadecimalString;Ascending;9c8460989ec8a4 | |
135 <br/> 9913991a6603130b0a19e8051c89184414953800cc2151082844a20104280013086030 | |
136 <br/> 8e8204d402800831048940e44281c00060449a5000ac80c894114e006321264401..." | |
137 <br/> ... ... | |
138 <br/> ... ...</div> | |
139 <p>The current release of MayaChemTools supports the following types of fingerprint | |
140 bit-vector and vector strings:</p> | |
141 <div class="OptionsBox"> | |
142 FingerprintsVector;AtomNeighborhoods:AtomicInvariantsAtomTypes:MinRadi | |
143 <br/> us0:MaxRadius2;41;AlphaNumericalValues;ValuesString;NR0-C.X1.BO1.H3-AT | |
144 <br/> C1:NR1-C.X3.BO3.H1-ATC1:NR2-C.X1.BO1.H3-ATC1:NR2-C.X3.BO4-ATC1 NR0-C.X | |
145 <br/> 1.BO1.H3-ATC1:NR1-C.X3.BO3.H1-ATC1:NR2-C.X1.BO1.H3-ATC1:NR2-C.X3.BO4-A | |
146 <br/> TC1 NR0-C.X2.BO2.H2-ATC1:NR1-C.X2.BO2.H2-ATC1:NR1-C.X3.BO3.H1-ATC1:NR2 | |
147 <br/> -C.X2.BO2.H2-ATC1:NR2-N.X3.BO3-ATC1:NR2-O.X1.BO1.H1-ATC1 NR0-C.X2.B...</div> | |
148 <div class="OptionsBox"> | |
149 FingerprintsVector;AtomTypesCount:AtomicInvariantsAtomTypes:ArbitraryS | |
150 <br/> ize;10;NumericalValues;IDsAndValuesString;C.X1.BO1.H3 C.X2.BO2.H2 C.X2 | |
151 <br/> .BO3.H1 C.X3.BO3.H1 C.X3.BO4 F.X1.BO1 N.X2.BO2.H1 N.X3.BO3 O.X1.BO1.H1 | |
152 <br/> O.X1.BO2;2 4 14 3 10 1 1 1 3 2</div> | |
153 <div class="OptionsBox"> | |
154 FingerprintsVector;AtomTypesCount:SLogPAtomTypes:ArbitrarySize;16;Nume | |
155 <br/> ricalValues;IDsAndValuesString;C1 C10 C11 C14 C18 C20 C21 C22 C5 CS F | |
156 <br/> N11 N4 O10 O2 O9;5 1 1 1 14 4 2 1 2 2 1 1 1 1 3 1</div> | |
157 <div class="OptionsBox"> | |
158 FingerprintsVector;AtomTypesCount:SLogPAtomTypes:FixedSize;67;OrderedN | |
159 <br/> umericalValues;IDsAndValuesString;C1 C2 C3 C4 C5 C6 C7 C8 C9 C10 C11 C | |
160 <br/> 12 C13 C14 C15 C16 C17 C18 C19 C20 C21 C22 C23 C24 C25 C26 C27 CS N1 N | |
161 <br/> 2 N3 N4 N5 N6 N7 N8 N9 N10 N11 N12 N13 N14 NS O1 O2 O3 O4 O5 O6 O7 O8 | |
162 <br/> O9 O10 O11 O12 OS F Cl Br I Hal P S1 S2 S3 Me1 Me2;5 0 0 0 2 0 0 0 0 1 | |
163 <br/> 1 0 0 1 0 0 0 14 0 4 2 1 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0...</div> | |
164 <div class="OptionsBox"> | |
165 FingerprintsVector;EStateIndicies:ArbitrarySize;11;NumericalValues;IDs | |
166 <br/> AndValuesString;SaaCH SaasC SaasN SdO SdssC SsCH3 SsF SsOH SssCH2 SssN | |
167 <br/> H SsssCH;24.778 4.387 1.993 25.023 -1.435 3.975 14.006 29.759 -0.073 3 | |
168 <br/> .024 -2.270</div> | |
169 <div class="OptionsBox"> | |
170 FingerprintsVector;EStateIndicies:FixedSize;87;OrderedNumericalValues; | |
171 <br/> ValuesString;0 0 0 0 0 0 0 3.975 0 -0.073 0 0 24.778 -2.270 0 0 -1.435 | |
172 <br/> 4.387 0 0 0 0 0 0 3.024 0 0 0 0 0 0 0 1.993 0 29.759 25.023 0 0 0 0 1 | |
173 <br/> 4.006 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | |
174 <br/> 0 0 0 0 0 0 0 0 0 0 0 0 0 0</div> | |
175 <div class="OptionsBox"> | |
176 FingerprintsVector;ExtendedConnectivity:AtomicInvariantsAtomTypes:Radi | |
177 <br/> us2;60;AlphaNumericalValues;ValuesString;73555770 333564680 352413391 | |
178 <br/> 666191900 1001270906 1371674323 1481469939 1977749791 2006158649 21414 | |
179 <br/> 08799 49532520 64643108 79385615 96062769 273726379 564565671 85514103 | |
180 <br/> 5 906706094 988546669 1018231313 1032696425 1197507444 1331250018 1338 | |
181 <br/> 532734 1455473691 1607485225 1609687129 1631614296 1670251330 17303...</div> | |
182 <div class="OptionsBox"> | |
183 FingerprintsVector;ExtendedConnectivityCount:AtomicInvariantsAtomTypes | |
184 <br/> :Radius2;60;NumericalValues;IDsAndValuesString;73555770 333564680 3524 | |
185 <br/> 13391 666191900 1001270906 1371674323 1481469939 1977749791 2006158649 | |
186 <br/> 2141408799 49532520 64643108 79385615 96062769 273726379 564565671...; | |
187 <br/> 3 2 1 1 14 1 2 10 4 3 1 1 1 1 2 1 2 1 1 1 2 3 1 1 2 1 3 3 8 2 2 2 6 2 | |
188 <br/> 1 2 1 1 2 1 1 1 2 1 1 2 1 2 1 1 1 1 1 1 1 1 1 2 1 1</div> | |
189 <div class="OptionsBox"> | |
190 FingerprintsBitVector;ExtendedConnectivityBits:AtomicInvariantsAtomTyp | |
191 <br/> es:Radius2;1024;BinaryString;Ascending;0000000000000000000000000000100 | |
192 <br/> 0000000001010000000110000011000000000000100000000000000000000000100001 | |
193 <br/> 1000000110000000000000000000000000010011000000000000000000000000010000 | |
194 <br/> 0000000000000000000000000010000000000000000001000000000000000000000000 | |
195 <br/> 0000000000010000100001000000000000101000000000000000100000000000000...</div> | |
196 <div class="OptionsBox"> | |
197 FingerprintsVector;ExtendedConnectivity:FunctionalClassAtomTypes:Radiu | |
198 <br/> s2;57;AlphaNumericalValues;ValuesString;24769214 508787397 850393286 8 | |
199 <br/> 62102353 981185303 1231636850 1649386610 1941540674 263599683 32920567 | |
200 <br/> 1 571109041 639579325 683993318 723853089 810600886 885767127 90326012 | |
201 <br/> 7 958841485 981022393 1126908698 1152248391 1317567065 1421489994 1455 | |
202 <br/> 632544 1557272891 1826413669 1983319256 2015750777 2029559552 20404...</div> | |
203 <div class="OptionsBox"> | |
204 FingerprintsVector;ExtendedConnectivity:EStateAtomTypes:Radius2;62;Alp | |
205 <br/> haNumericalValues;ValuesString;25189973 528584866 662581668 671034184 | |
206 <br/> 926543080 1347067490 1738510057 1759600920 2034425745 2097234755 21450 | |
207 <br/> 44754 96779665 180364292 341712110 345278822 386540408 387387308 50430 | |
208 <br/> 1706 617094135 771528807 957666640 997798220 1158349170 1291258082 134 | |
209 <br/> 1138533 1395329837 1420277211 1479584608 1486476397 1487556246 1566...</div> | |
210 <div class="OptionsBox"> | |
211 FingerprintsBitVector;MACCSKeyBits;166;BinaryString;Ascending;00000000 | |
212 <br/> 0000000000000000000000000000000001001000010010000000010010000000011100 | |
213 <br/> 0100101010111100011011000100110110000011011110100110111111111111011111 | |
214 <br/> 11111111111110111000</div> | |
215 <div class="OptionsBox"> | |
216 FingerprintsBitVector;MACCSKeyBits;322;BinaryString;Ascending;11101011 | |
217 <br/> 1110011111100101111111000111101100110000000000000011100010000000000000 | |
218 <br/> 0000000000000000000000000000000000000000000000101000000000000000000000 | |
219 <br/> 0000000000000000000000000000000000000000000000000000000000000000000000 | |
220 <br/> 0000000000000000000000000000000000000011000000000000000000000000000000 | |
221 <br/> 0000000000000000000000000000000000000000</div> | |
222 <div class="OptionsBox"> | |
223 FingerprintsVector;MACCSKeyCount;166;OrderedNumericalValues;ValuesStri | |
224 <br/> ng;0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | |
225 <br/> 0 0 0 0 0 0 0 1 0 0 3 0 0 0 0 4 0 0 2 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 | |
226 <br/> 0 0 0 0 1 1 8 0 0 0 1 0 0 1 0 1 0 1 0 3 1 3 1 0 0 0 1 2 0 11 1 0 0 0 | |
227 <br/> 5 0 0 1 2 0 1 1 0 0 0 0 0 1 1 0 1 1 1 1 0 4 0 0 1 1 0 4 6 1 1 1 2 1 1 | |
228 <br/> 3 5 2 2 0 5 3 5 1 1 2 5 1 2 1 2 4 8 3 5 5 2 2 0 3 5 4 1</div> | |
229 <div class="OptionsBox"> | |
230 FingerprintsVector;MACCSKeyCount;322;OrderedNumericalValues;ValuesStri | |
231 <br/> ng;14 8 2 0 2 0 4 4 2 1 4 0 0 2 5 10 5 2 1 0 0 2 0 5 13 3 28 5 5 3 0 0 | |
232 <br/> 0 4 2 1 1 0 1 1 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 5 3 0 0 0 1 0 | |
233 <br/> 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | |
234 <br/> 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11 0 2 0 0 0 0 0 0 0 0 0 | |
235 <br/> 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 ...</div> | |
236 <div class="OptionsBox"> | |
237 FingerprintsBitVector;PathLengthBits:AtomicInvariantsAtomTypes:MinLeng | |
238 <br/> th1:MaxLength8;1024;BinaryString;Ascending;001000010011010101011000110 | |
239 <br/> 0100010101011000101001011100110001000010001001101000001001001001001000 | |
240 <br/> 0010110100000111001001000001001010100100100000000011000000101001011100 | |
241 <br/> 0010000001000101010100000100111100110111011011011000000010110111001101 | |
242 <br/> 0101100011000000010001000011000010100011101100001000001000100000000...</div> | |
243 <div class="OptionsBox"> | |
244 FingerprintsVector;PathLengthCount:AtomicInvariantsAtomTypes:MinLength | |
245 <br/> 1:MaxLength8;432;NumericalValues;IDsAndValuesPairsString;C.X1.BO1.H3 2 | |
246 <br/> C.X2.BO2.H2 4 C.X2.BO3.H1 14 C.X3.BO3.H1 3 C.X3.BO4 10 F.X1.BO1 1 N.X | |
247 <br/> 2.BO2.H1 1 N.X3.BO3 1 O.X1.BO1.H1 3 O.X1.BO2 2 C.X1.BO1.H3C.X3.BO3.H1 | |
248 <br/> 2 C.X2.BO2.H2C.X2.BO2.H2 1 C.X2.BO2.H2C.X3.BO3.H1 4 C.X2.BO2.H2C.X3.BO | |
249 <br/> 4 1 C.X2.BO2.H2N.X3.BO3 1 C.X2.BO3.H1:C.X2.BO3.H1 10 C.X2.BO3.H1:C....</div> | |
250 <div class="OptionsBox"> | |
251 FingerprintsVector;PathLengthCount:MMFF94AtomTypes:MinLength1:MaxLengt | |
252 <br/> h8;463;NumericalValues;IDsAndValuesPairsString;C5A 2 C5B 2 C=ON 1 CB 1 | |
253 <br/> 8 COO 1 CR 9 F 1 N5 1 NC=O 1 O=CN 1 O=CO 1 OC=O 1 OR 2 C5A:C5B 2 C5A:N | |
254 <br/> 5 2 C5ACB 1 C5ACR 1 C5B:C5B 1 C5BC=ON 1 C5BCB 1 C=ON=O=CN 1 C=ONNC=O 1 | |
255 <br/> CB:CB 18 CBF 1 CBNC=O 1 COO=O=CO 1 COOCR 1 COOOC=O 1 CRCR 7 CRN5 1 CR | |
256 <br/> OR 2 C5A:C5B:C5B 2 C5A:C5BC=ON 1 C5A:C5BCB 1 C5A:N5:C5A 1 C5A:N5CR ...</div> | |
257 <div class="OptionsBox"> | |
258 FingerprintsVector;TopologicalAtomPairs:AtomicInvariantsAtomTypes:MinD | |
259 <br/> istance1:MaxDistance10;223;NumericalValues;IDsAndValuesString;C.X1.BO1 | |
260 <br/> .H3-D1-C.X3.BO3.H1 C.X2.BO2.H2-D1-C.X2.BO2.H2 C.X2.BO2.H2-D1-C.X3.BO3. | |
261 <br/> H1 C.X2.BO2.H2-D1-C.X3.BO4 C.X2.BO2.H2-D1-N.X3.BO3 C.X2.BO3.H1-D1-...; | |
262 <br/> 2 1 4 1 1 10 8 1 2 6 1 2 2 1 2 1 2 2 1 2 1 5 1 10 12 2 2 1 2 1 9 1 3 1 | |
263 <br/> 1 1 2 2 1 3 6 1 6 14 2 2 2 3 1 3 1 8 2 2 1 3 2 6 1 2 2 5 1 3 1 23 1...</div> | |
264 <div class="OptionsBox"> | |
265 FingerprintsVector;TopologicalAtomPairs:FunctionalClassAtomTypes:MinDi | |
266 <br/> stance1:MaxDistance10;144;NumericalValues;IDsAndValuesString;Ar-D1-Ar | |
267 <br/> Ar-D1-Ar.HBA Ar-D1-HBD Ar-D1-Hal Ar-D1-None Ar.HBA-D1-None HBA-D1-NI H | |
268 <br/> BA-D1-None HBA.HBD-D1-NI HBA.HBD-D1-None HBD-D1-None NI-D1-None No...; | |
269 <br/> 23 2 1 1 2 1 1 1 1 2 1 1 7 28 3 1 3 2 8 2 1 1 1 5 1 5 24 3 3 4 2 13 4 | |
270 <br/> 1 1 4 1 5 22 4 4 3 1 19 1 1 1 1 1 2 2 3 1 1 8 25 4 5 2 3 1 26 1 4 1 ...</div> | |
271 <div class="OptionsBox"> | |
272 FingerprintsVector;TopologicalAtomTorsions:AtomicInvariantsAtomTypes;3 | |
273 <br/> 3;NumericalValues;IDsAndValuesString;C.X1.BO1.H3-C.X3.BO3.H1-C.X3.BO4- | |
274 <br/> C.X3.BO4 C.X1.BO1.H3-C.X3.BO3.H1-C.X3.BO4-N.X3.BO3 C.X2.BO2.H2-C.X2.BO | |
275 <br/> 2.H2-C.X3.BO3.H1-C.X2.BO2.H2 C.X2.BO2.H2-C.X2.BO2.H2-C.X3.BO3.H1-O...; | |
276 <br/> 2 2 1 1 2 2 1 1 3 4 4 8 4 2 2 6 2 2 1 2 1 1 2 1 1 2 6 2 4 2 1 3 1</div> | |
277 <div class="OptionsBox"> | |
278 FingerprintsVector;TopologicalAtomTorsions:EStateAtomTypes;36;Numerica | |
279 <br/> lValues;IDsAndValuesString;aaCH-aaCH-aaCH-aaCH aaCH-aaCH-aaCH-aasC aaC | |
280 <br/> H-aaCH-aasC-aaCH aaCH-aaCH-aasC-aasC aaCH-aaCH-aasC-sF aaCH-aaCH-aasC- | |
281 <br/> ssNH aaCH-aasC-aasC-aasC aaCH-aasC-aasC-aasN aaCH-aasC-ssNH-dssC a...; | |
282 <br/> 4 4 8 4 2 2 6 2 2 2 4 3 2 1 3 3 2 2 2 1 2 1 1 1 2 1 1 1 1 1 1 1 2 1 1 2</div> | |
283 <div class="OptionsBox"> | |
284 FingerprintsVector;TopologicalAtomTriplets:AtomicInvariantsAtomTypes:M | |
285 <br/> inDistance1:MaxDistance10;3096;NumericalValues;IDsAndValuesString;C.X1 | |
286 <br/> .BO1.H3-D1-C.X1.BO1.H3-D1-C.X3.BO3.H1-D2 C.X1.BO1.H3-D1-C.X2.BO2.H2-D1 | |
287 <br/> 0-C.X3.BO4-D9 C.X1.BO1.H3-D1-C.X2.BO2.H2-D3-N.X3.BO3-D4 C.X1.BO1.H3-D1 | |
288 <br/> -C.X2.BO2.H2-D4-C.X2.BO2.H2-D5 C.X1.BO1.H3-D1-C.X2.BO2.H2-D6-C.X3....; | |
289 <br/> 1 2 2 2 2 2 2 2 8 8 4 8 4 4 2 2 2 2 4 2 2 2 4 2 2 2 2 1 2 2 4 4 4 2 2 | |
290 <br/> 2 4 4 4 8 4 4 2 4 4 4 2 4 4 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 8...</div> | |
291 <div class="OptionsBox"> | |
292 FingerprintsVector;TopologicalAtomTriplets:SYBYLAtomTypes:MinDistance1 | |
293 <br/> :MaxDistance10;2332;NumericalValues;IDsAndValuesString;C.2-D1-C.2-D9-C | |
294 <br/> .3-D10 C.2-D1-C.2-D9-C.ar-D10 C.2-D1-C.3-D1-C.3-D2 C.2-D1-C.3-D10-C.3- | |
295 <br/> D9 C.2-D1-C.3-D2-C.3-D3 C.2-D1-C.3-D2-C.ar-D3 C.2-D1-C.3-D3-C.3-D4 C.2 | |
296 <br/> -D1-C.3-D3-N.ar-D4 C.2-D1-C.3-D3-O.3-D2 C.2-D1-C.3-D4-C.3-D5 C.2-D1-C. | |
297 <br/> 3-D5-C.3-D6 C.2-D1-C.3-D5-O.3-D4 C.2-D1-C.3-D6-C.3-D7 C.2-D1-C.3-D7...</div> | |
298 <div class="OptionsBox"> | |
299 FingerprintsVector;TopologicalPharmacophoreAtomPairs:ArbitrarySize:Min | |
300 <br/> Distance1:MaxDistance10;54;NumericalValues;IDsAndValuesString;H-D1-H H | |
301 <br/> -D1-NI HBA-D1-NI HBD-D1-NI H-D2-H H-D2-HBA H-D2-HBD HBA-D2-HBA HBA-D2- | |
302 <br/> HBD H-D3-H H-D3-HBA H-D3-HBD H-D3-NI HBA-D3-NI HBD-D3-NI H-D4-H H-D4-H | |
303 <br/> BA H-D4-HBD HBA-D4-HBA HBA-D4-HBD HBD-D4-HBD H-D5-H H-D5-HBA H-D5-...; | |
304 <br/> 18 1 2 1 22 12 8 1 2 18 6 3 1 1 1 22 13 6 5 7 2 28 9 5 1 1 1 36 16 10 | |
305 <br/> 3 4 1 37 10 8 1 35 10 9 3 3 1 28 7 7 4 18 16 12 5 1 2 1</div> | |
306 <div class="OptionsBox"> | |
307 FingerprintsVector;TopologicalPharmacophoreAtomPairs:FixedSize:MinDist | |
308 <br/> ance1:MaxDistance10;150;OrderedNumericalValues;ValuesString;18 0 0 1 0 | |
309 <br/> 0 0 2 0 0 1 0 0 0 0 22 12 8 0 0 1 2 0 0 0 0 0 0 0 0 18 6 3 1 0 0 0 1 | |
310 <br/> 0 0 1 0 0 0 0 22 13 6 0 0 5 7 0 0 2 0 0 0 0 0 28 9 5 1 0 0 0 1 0 0 1 0 | |
311 <br/> 0 0 0 36 16 10 0 0 3 4 0 0 1 0 0 0 0 0 37 10 8 0 0 0 0 1 0 0 0 0 0 0 | |
312 <br/> 0 35 10 9 0 0 3 3 0 0 1 0 0 0 0 0 28 7 7 4 0 0 0 0 0 0 0 0 0 0 0 18...</div> | |
313 <div class="OptionsBox"> | |
314 FingerprintsVector;TopologicalPharmacophoreAtomTriplets:ArbitrarySize: | |
315 <br/> MinDistance1:MaxDistance10;696;NumericalValues;IDsAndValuesString;Ar1- | |
316 <br/> Ar1-Ar1 Ar1-Ar1-H1 Ar1-Ar1-HBA1 Ar1-Ar1-HBD1 Ar1-H1-H1 Ar1-H1-HBA1 Ar1 | |
317 <br/> -H1-HBD1 Ar1-HBA1-HBD1 H1-H1-H1 H1-H1-HBA1 H1-H1-HBD1 H1-HBA1-HBA1 H1- | |
318 <br/> HBA1-HBD1 H1-HBA1-NI1 H1-HBD1-NI1 HBA1-HBA1-NI1 HBA1-HBD1-NI1 Ar1-...; | |
319 <br/> 46 106 8 3 83 11 4 1 21 5 3 1 2 2 1 1 1 100 101 18 11 145 132 26 14 23 | |
320 <br/> 28 3 3 5 4 61 45 10 4 16 20 7 5 1 3 4 5 3 1 1 1 1 5 4 2 1 2 2 2 1 1 1 | |
321 <br/> 119 123 24 15 185 202 41 25 22 17 3 5 85 95 18 11 23 17 3 1 1 6 4 ...</div> | |
322 <div class="OptionsBox"> | |
323 FingerprintsVector;TopologicalPharmacophoreAtomTriplets:FixedSize:MinD | |
324 <br/> istance1:MaxDistance10;2692;OrderedNumericalValues;ValuesString;46 106 | |
325 <br/> 8 3 0 0 83 11 4 0 0 0 1 0 0 0 0 0 0 0 0 21 5 3 0 0 1 2 2 0 0 1 0 0 0 | |
326 <br/> 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100 101 18 11 0 0 145 132 26 | |
327 <br/> 14 0 0 23 28 3 3 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 61 45 10 4 0 | |
328 <br/> 0 16 20 7 5 1 0 3 4 5 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 5 ...</div> | |
329 <p> | |
330 </p> | |
331 <h2>OPTIONS</h2> | |
332 <dl> | |
333 <dt><strong><strong>--alpha</strong> <em>number</em></strong></dt> | |
334 <dd> | |
335 <p>Value of alpha parameter for calculating <em>Tversky</em> similarity coefficient specified for | |
336 <strong>-b, --BitVectorComparisonMode</strong> option. It corresponds to weights assigned for bits set | |
337 to "1" in a pair of fingerprint bit-vectors during the calculation of similarity coefficient. Possible | |
338 values: <em>0 to 1</em>. Default value: <0.5>.</p> | |
339 </dd> | |
340 <dt><strong><strong>--beta</strong> <em>number</em></strong></dt> | |
341 <dd> | |
342 <p>Value of beta parameter for calculating <em>WeightedTanimoto</em> and <em>WeightedTversky</em> | |
343 similarity coefficients specified for <strong>-b, --BitVectorComparisonMode</strong> option. It is used to | |
344 weight the contributions of bits set to "0" during the calculation of similarity coefficients. Possible | |
345 values: <em>0 to 1</em>. Default value of <1> makes <em>WeightedTanimoto</em> and <em>WeightedTversky</em> | |
346 equivalent to <em>Tanimoto</em> and <em>Tversky</em>.</p> | |
347 </dd> | |
348 <dt><strong><strong>-b, --BitVectorComparisonMode</strong> <em>All | "TanimotoSimilarity,[TverskySimilarity,...]"</em></strong></dt> | |
349 <dd> | |
350 <p>Specify what similarity coefficients to use for calculating similarity matrices for fingerprints bit-vector | |
351 strings data values in <em>TextFile(s)</em>: calculate similarity matrices for all supported similarity | |
352 coefficients or specify a comma delimited list of similarity coefficients. Possible values: | |
353 <em>All | "TanimotoSimilarity,[TverskySimilarity,...]</em>. Default: <em>TanimotoSimilarity</em></p> | |
354 <p><em>All</em> uses complete list of supported similarity coefficients: <em>BaroniUrbaniSimilarity, BuserSimilarity, | |
355 CosineSimilarity, DiceSimilarity, DennisSimilarity, ForbesSimilarity, FossumSimilarity, HamannSimilarity, JacardSimilarity, | |
356 Kulczynski1Similarity, Kulczynski2Similarity, MatchingSimilarity, McConnaugheySimilarity, OchiaiSimilarity, | |
357 PearsonSimilarity, RogersTanimotoSimilarity, RussellRaoSimilarity, SimpsonSimilarity, SkoalSneath1Similarity, | |
358 SkoalSneath2Similarity, SkoalSneath3Similarity, TanimotoSimilarity, TverskySimilarity, YuleSimilarity, | |
359 WeightedTanimotoSimilarity, WeightedTverskySimilarity</em>. These similarity coefficients are described below.</p> | |
360 <p>For two fingerprint bit-vectors A and B of same size, let:</p> | |
361 <div class="OptionsBox"> | |
362 Na = Number of bits set to "1" in A | |
363 <br/> Nb = Number of bits set to "1" in B | |
364 <br/> Nc = Number of bits set to "1" in both A and B | |
365 <br/> Nd = Number of bits set to "0" in both A and B</div> | |
366 <div class="OptionsBox"> | |
367 Nt = Number of bits set to "1" or "0" in A or B (Size of A or B) | |
368 <br/> Nt = Na + Nb - Nc + Nd</div> | |
369 <div class="OptionsBox"> | |
370 Na - Nc = Number of bits set to "1" in A but not in B | |
371 <br/> Nb - Nc = Number of bits set to "1" in B but not in A</div> | |
372 <p>Then, various similarity coefficients [ Ref. 40 - 42 ] for a pair of bit-vectors A and B are | |
373 defined as follows:</p> | |
374 <p><em>BaroniUrbaniSimilarity</em>: ( SQRT( Nc * Nd ) + Nc ) / ( SQRT ( Nc * Nd ) + Nc + ( Na - Nc ) + ( Nb - Nc ) ) ( same as Buser )</p> | |
375 <p><em>BuserSimilarity</em>: ( SQRT ( Nc * Nd ) + Nc ) / ( SQRT ( Nc * Nd ) + Nc + ( Na - Nc ) + ( Nb - Nc ) ) ( same as BaroniUrbani )</p> | |
376 <p><em>CosineSimilarity</em>: Nc / SQRT ( Na * Nb ) (same as Ochiai)</p> | |
377 <p><em>DiceSimilarity</em>: (2 * Nc) / ( Na + Nb )</p> | |
378 <p><em>DennisSimilarity</em>: ( Nc * Nd - ( ( Na - Nc ) * ( Nb - Nc ) ) ) / SQRT ( Nt * Na * Nb)</p> | |
379 <p><em>ForbesSimilarity</em>: ( Nt * Nc ) / ( Na * Nb )</p> | |
380 <p><em>FossumSimilarity</em>: ( Nt * ( ( Nc - 1/2 ) ** 2 ) / ( Na * Nb )</p> | |
381 <p><em>HamannSimilarity</em>: ( ( Nc + Nd ) - ( Na - Nc ) - ( Nb - Nc ) ) / Nt</p> | |
382 <p><em>JaccardSimilarity</em>: Nc / ( ( Na - Nc) + ( Nb - Nc ) + Nc ) = Nc / ( Na + Nb - Nc ) (same as Tanimoto)</p> | |
383 <p><em>Kulczynski1Similarity</em>: Nc / ( ( Na - Nc ) + ( Nb - Nc) ) = Nc / ( Na + Nb - 2Nc )</p> | |
384 <p><em>Kulczynski2Similarity</em>: ( ( Nc / 2 ) * ( 2 * Nc + ( Na - Nc ) + ( Nb - Nc) ) ) / ( ( Nc + ( Na - Nc ) ) * ( Nc + ( Nb - Nc ) ) ) = 0.5 * ( Nc / Na + Nc / Nb )</p> | |
385 <p><em>MatchingSimilarity</em>: ( Nc + Nd ) / Nt</p> | |
386 <p><em>McConnaugheySimilarity</em>: ( Nc ** 2 - ( Na - Nc ) * ( Nb - Nc) ) / ( Na * Nb )</p> | |
387 <p><em>OchiaiSimilarity</em>: Nc / SQRT ( Na * Nb ) (same as Cosine)</p> | |
388 <p><em>PearsonSimilarity</em>: ( ( Nc * Nd ) - ( ( Na - Nc ) * ( Nb - Nc ) ) / SQRT ( Na * Nb * ( Na - Nc + Nd ) * ( Nb - Nc + Nd ) )</p> | |
389 <p><em>RogersTanimotoSimilarity</em>: ( Nc + Nd ) / ( ( Na - Nc) + ( Nb - Nc) + Nt) = ( Nc + Nd ) / ( Na + Nb - 2Nc + Nt)</p> | |
390 <p><em>RussellRaoSimilarity</em>: Nc / Nt</p> | |
391 <p><em>SimpsonSimilarity</em>: Nc / MIN ( Na, Nb)</p> | |
392 <p><em>SkoalSneath1Similarity</em>: Nc / ( Nc + 2 * ( Na - Nc) + 2 * ( Nb - Nc) ) = Nc / ( 2 * Na + 2 * Nb - 3 * Nc )</p> | |
393 <p><em>SkoalSneath2Similarity</em>: ( 2 * Nc + 2 * Nd ) / ( Nc + Nd + Nt )</p> | |
394 <p><em>SkoalSneath3Similarity</em>: ( Nc + Nd ) / ( ( Na - Nc ) + ( Nb - Nc ) ) = ( Nc + Nd ) / ( Na + Nb - 2 * Nc )</p> | |
395 <p><em>TanimotoSimilarity</em>: Nc / ( ( Na - Nc) + ( Nb - Nc ) + Nc ) = Nc / ( Na + Nb - Nc ) (same as Jaccard)</p> | |
396 <p><em>TverskySimilarity</em>: Nc / ( alpha * ( Na - Nc ) + ( 1 - alpha) * ( Nb - Nc) + Nc ) = Nc / ( alpha * ( Na - Nb ) + Nb)</p> | |
397 <p><em>YuleSimilarity</em>: ( ( Nc * Nd ) - ( ( Na - Nc ) * ( Nb - Nc ) ) ) / ( ( Nc * Nd ) + ( ( Na - Nc ) * ( Nb - Nc ) ) )</p> | |
398 <p>Values of Tanimoto/Jaccard and Tversky coefficients are dependent on only those bit which | |
399 are set to "1" in both A and B. In order to take into account all bit positions, modified versions | |
400 of Tanimoto [ Ref. 42 ] and Tversky [ Ref. 43 ] have been developed.</p> | |
401 <p>Let:</p> | |
402 <div class="OptionsBox"> | |
403 Na' = Number of bits set to "0" in A | |
404 <br/> Nb' = Number of bits set to "0" in B | |
405 <br/> Nc' = Number of bits set to "0" in both A and B</div> | |
406 <p>Tanimoto': Nc' / ( ( Na' - Nc') + ( Nb' - Nc' ) + Nc' ) = Nc' / ( Na' + Nb' - Nc' )</p> | |
407 <p>Tversky': Nc' / ( alpha * ( Na' - Nc' ) + ( 1 - alpha) * ( Nb' - Nc' ) + Nc' ) = Nc' / ( alpha * ( Na' - Nb' ) + Nb')</p> | |
408 <p>Then:</p> | |
409 <p><em>WeightedTanimotoSimilarity</em> = beta * Tanimoto + (1 - beta) * Tanimoto'</p> | |
410 <p><em>WeightedTverskySimilarity</em> = beta * Tversky + (1 - beta) * Tversky'</p> | |
411 </dd> | |
412 <dt><strong><strong>-c, --ColMode</strong> <em>ColNum | ColLabel</em></strong></dt> | |
413 <dd> | |
414 <p>Specify how columns are identified in <em>TextFile(s)</em>: using column number or column | |
415 label. Possible values: <em>ColNum or ColLabel</em>. Default value: <em>ColNum</em>.</p> | |
416 </dd> | |
417 <dt><strong><strong>--CompoundIDCol</strong> <em>col number | col name</em></strong></dt> | |
418 <dd> | |
419 <p>This value is <strong>-c, --ColMode</strong> mode specific. It specifies input <em>TextFile(s)</em> column to use for | |
420 generating compound ID for similarity matrices in output <em>TextFile(s)</em>. Possible values: <em>col number | |
421 or col label</em>. Default value: <em>first column containing the word compoundID in its column label or sequentially | |
422 generated IDs</em>.</p> | |
423 </dd> | |
424 <dt><strong><strong>--CompoundIDPrefix</strong> <em>text</em></strong></dt> | |
425 <dd> | |
426 <p>Specify compound ID prefix to use during sequential generation of compound IDs for input <em>SDFile(s)</em> | |
427 and <em>TextFile(s)</em>. Default value: <em>Cmpd</em>. The default value generates compound IDs which look | |
428 like Cmpd<Number>.</p> | |
429 <p>For input <em>SDFile(s)</em>, this value is only used during <em>LabelPrefix | MolNameOrLabelPrefix</em> values | |
430 of <strong>--CompoundIDMode</strong> option; otherwise, it's ignored.</p> | |
431 <p>Examples for <em>LabelPrefix</em> or <em>MolNameOrLabelPrefix</em> value of <strong>--CompoundIDMode</strong>:</p> | |
432 <div class="OptionsBox"> | |
433 Compound</div> | |
434 <p>The values specified above generates compound IDs which correspond to Compound<Number> | |
435 instead of default value of Cmpd<Number>.</p> | |
436 </dd> | |
437 <dt><strong><strong>--CompoundIDField</strong> <em>DataFieldName</em></strong></dt> | |
438 <dd> | |
439 <p>Specify input <em>SDFile(s)</em> datafield label for generating compound IDs. This value is only used | |
440 during <em>DataField</em> value of <strong>--CompoundIDMode</strong> option.</p> | |
441 <p>Examples for <em>DataField</em> value of <strong>--CompoundIDMode</strong>:</p> | |
442 <div class="OptionsBox"> | |
443 MolID | |
444 <br/> ExtReg</div> | |
445 </dd> | |
446 <dt><strong><strong>--CompoundIDMode</strong> <em>DataField | MolName | LabelPrefix | MolNameOrLabelPrefix</em></strong></dt> | |
447 <dd> | |
448 <p>Specify how to generate compound IDs from input <em>SDFile(s)</em> for similarity matrix CSV/TSV text | |
449 file(s): use a <em>SDFile(s)</em> datafield value; use molname line from <em>SDFile(s)</em>; generate a sequential ID | |
450 with specific prefix; use combination of both MolName and LabelPrefix with usage of LabelPrefix values | |
451 for empty molname lines.</p> | |
452 <p>Possible values: <em>DataField | MolName | LabelPrefix | MolNameOrLabelPrefix</em>. | |
453 Default: <em>LabelPrefix</em>.</p> | |
454 <p>For <em>MolNameAndLabelPrefix</em> value of <strong>--CompoundIDMode</strong>, molname line in <em>SDFile(s)</em> takes | |
455 precedence over sequential compound IDs generated using <em>LabelPrefix</em> and only empty molname | |
456 values are replaced with sequential compound IDs.</p> | |
457 </dd> | |
458 <dt><strong><strong>-d, --detail</strong> <em>InfoLevel</em></strong></dt> | |
459 <dd> | |
460 <p>Level of information to print about lines being ignored. Default: <em>1</em>. Possible values: | |
461 <em>1, 2 or 3</em>.</p> | |
462 </dd> | |
463 <dt><strong><strong>-f, --fast</strong></strong></dt> | |
464 <dd> | |
465 <p>In this mode, fingerprints columns specified using <strong>--FingerprintsCol</strong> for <em>TextFile(s)</em> and | |
466 <strong>--FingerprintsField</strong> for <em>SDFile(s)</em> are assumed to contain valid fingerprints data and no | |
467 checking is performed before calculating similarity matrices. By default, fingerprints data is | |
468 validated before computing pairwise similarity and distance coefficients.</p> | |
469 </dd> | |
470 <dt><strong><strong>--FingerprintsCol</strong> <em>col number | col name</em></strong></dt> | |
471 <dd> | |
472 <p>This value is <strong>-c, --colmode</strong> specific. It specifies fingerprints column to use during | |
473 calculation similarity matrices for <em>TextFile(s)</em>. Possible values: <em>col number or col label</em>. | |
474 Default value: <em>first column containing the word Fingerprints in its column label</em>.</p> | |
475 </dd> | |
476 <dt><strong><strong>--FingerprintsField</strong> <em>FieldLabel</em></strong></dt> | |
477 <dd> | |
478 <p>Fingerprints field label to use during calculation similarity matrices for <em>SDFile(s)</em>. | |
479 Default value: <em>first data field label containing the word Fingerprints in its label</em></p> | |
480 </dd> | |
481 <dt><strong><strong>-h, --help</strong></strong></dt> | |
482 <dd> | |
483 <p>Print this help message.</p> | |
484 </dd> | |
485 <dt><strong><strong>--InDelim</strong> <em>comma | semicolon</em></strong></dt> | |
486 <dd> | |
487 <p>Input delimiter for CSV <em>TextFile(s)</em>. Possible values: <em>comma or semicolon</em>. | |
488 Default value: <em>comma</em>. For TSV files, this option is ignored and <em>tab</em> is used as a | |
489 delimiter.</p> | |
490 </dd> | |
491 <dt><strong><strong>--InputDataMode</strong> <em>LoadInMemory | ScanFile</em></strong></dt> | |
492 <dd> | |
493 <p>Specify how fingerprints bit-vector or vector strings data from <em>SD, FP and CSV/TSV</em> | |
494 fingerprint file(s) is processed: Retrieve, process and load all available fingerprints | |
495 data in memory; Retrieve and process data for fingerprints one at a time. Possible values | |
496 : <em>LoadInMemory | ScanFile</em>. Default: <em>LoadInMemory</em>.</p> | |
497 <p>During <em>LoadInMemory</em> value of <strong>--InputDataMode</strong>, fingerprints bit-vector or vector | |
498 strings data from input file is retrieved, processed, and loaded into memory all at once | |
499 as fingerprints objects for generation for similarity matrices.</p> | |
500 <p>During <em>ScanFile</em> value of <strong>--InputDataMode</strong>, multiple passes over the input fingerprints | |
501 file are performed to retrieve and process fingerprints bit-vector or vector strings data one at | |
502 a time to generate fingerprints objects used during generation of similarity matrices. A temporary | |
503 copy of the input fingerprints file is made at the start and deleted after generating the matrices.</p> | |
504 <p><em>ScanFile</em> value of <strong>--InputDataMode</strong> allows processing of arbitrary large fingerprints files | |
505 without any additional memory requirement.</p> | |
506 </dd> | |
507 <dt><strong><strong>-m, --mode</strong> <em>AutoDetect | FingerprintsBitVectorString | FingerprintsVectorString</em></strong></dt> | |
508 <dd> | |
509 <p>Format of fingerprint strings data in <em>TextFile(s)</em>: automatically detect format of fingerprints | |
510 string created by MayaChemTools fingerprints generation scripts or explicitly specify its format. | |
511 Possible values: <em>AutoDetect | FingerprintsBitVectorString | FingerprintsVectorString</em>. Default | |
512 value: <em>AutoDetect</em>.</p> | |
513 </dd> | |
514 <dt><strong><strong>--OutDelim</strong> <em>comma | tab | semicolon</em></strong></dt> | |
515 <dd> | |
516 <p>Delimiter for output CSV/TSV text file(s). Possible values: <em>comma, tab, or semicolon</em> | |
517 Default value: <em>comma</em>.</p> | |
518 </dd> | |
519 <dt><strong><strong>--OutMatrixFormat</strong> <em>RowsAndColumns | IDPairsAndValue</em></strong></dt> | |
520 <dd> | |
521 <p>Specify how similarity or distance values calculated for fingerprints vector and bit-vector strings | |
522 are written to the output CSV/TSV text file(s): Generate text files containing rows and columns | |
523 with their labels corresponding to compound IDs and each matrix element value corresponding to | |
524 similarity or distance between corresponding compounds; Generate text files containing rows containing | |
525 compoundIDs for two compounds followed by similarity or distance value between these compounds.</p> | |
526 <p>Possible values: <em>RowsAndColumns, or IDPairsAndValue</em>. Default value: <em>RowsAndColumns</em>.</p> | |
527 <p>The value of <strong>--OutMatrixFormat</strong> in conjunction with <strong>--OutMatrixType</strong> determines type | |
528 of data written to output files and allows generation of up to 6 different output data formats:</p> | |
529 <div class="OptionsBox"> | |
530 OutMatrixFormat OutMatrixType</div> | |
531 <div class="OptionsBox"> | |
532 RowsAndColumns FullMatrix [ DEFAULT ] | |
533 <br/> RowsAndColumns UpperTriangularMatrix | |
534 <br/> RowsAndColumns LowerTriangularMatrix</div> | |
535 <div class="OptionsBox"> | |
536 IDPairsAndValue FullMatrix | |
537 <br/> IDPairsAndValue UpperTriangularMatrix | |
538 <br/> IDPairsAndValue LowerTriangularMatrix</div> | |
539 <p>Example of data in output file for <em>RowsAndColumns</em> <strong>--OutMatrixFormat</strong> value for | |
540 <em>FullMatrix</em> valueof <strong>--OutMatrixType</strong>:</p> | |
541 <div class="OptionsBox"> | |
542 "","Cmpd1","Cmpd2","Cmpd3","Cmpd4","Cmpd5","Cmpd6",... ... | |
543 <br/> "Cmpd1","1","0.04","0.25","0.13","0.11","0.2",... ... | |
544 <br/> "Cmpd2","0.04","1","0.06","0.05","0.19","0.07",... ... | |
545 <br/> "Cmpd3","0.25","0.06","1","0.12","0.22","0.25",... ... | |
546 <br/> "Cmpd4","0.13","0.05","0.12","1","0.11","0.13",... ... | |
547 <br/> "Cmpd5","0.11","0.19","0.22","0.11","1","0.17",... ... | |
548 <br/> "Cmpd6","0.2","0.07","0.25","0.13","0.17","1",... ... | |
549 <br/> ... ... .. | |
550 <br/> ... ... .. | |
551 <br/> ... ... ..</div> | |
552 <p>Example of data in output file for <em>RowsAndColumns</em> <strong>--OutMatrixFormat</strong> value for | |
553 <em>UpperTriangularMatrix</em> value of <strong>--OutMatrixType</strong>:</p> | |
554 <div class="OptionsBox"> | |
555 "","Cmpd1","Cmpd2","Cmpd3","Cmpd4","Cmpd5","Cmpd6",... ... | |
556 <br/> "Cmpd1","1","0.04","0.25","0.13","0.11","0.2",... ... | |
557 <br/> "Cmpd2","1","0.06","0.05","0.19","0.07",... ... | |
558 <br/> "Cmpd3","1","0.12","0.22","0.25",... ... | |
559 <br/> "Cmpd4","1","0.11","0.13",... ... | |
560 <br/> "Cmpd5","1","0.17",... ... | |
561 <br/> "Cmpd6","1",... ... | |
562 <br/> ... ... .. | |
563 <br/> ... ... .. | |
564 <br/> ... ... ..</div> | |
565 <p>Example of data in output file for <em>RowsAndColumns</em> <strong>--OutMatrixFormat</strong> value for | |
566 <em>LowerTriangularMatrix</em> value of <strong>--OutMatrixType</strong>:</p> | |
567 <div class="OptionsBox"> | |
568 "","Cmpd1","Cmpd2","Cmpd3","Cmpd4","Cmpd5","Cmpd6",... ... | |
569 <br/> "Cmpd1","1" | |
570 <br/> "Cmpd2","0.04","1" | |
571 <br/> "Cmpd3","0.25","0.06","1" | |
572 <br/> "Cmpd4","0.13","0.05","0.12","1" | |
573 <br/> "Cmpd5","0.11","0.19","0.22","0.11","1" | |
574 <br/> "Cmpd6","0.2","0.07","0.25","0.13","0.17","1" | |
575 <br/> ... ... .. | |
576 <br/> ... ... .. | |
577 <br/> ... ... ..</div> | |
578 <p>Example of data in output file for <em>IDPairsAndValue</em> <strong>--OutMatrixFormat</strong> value for | |
579 <FullMatrix> value of <strong>OutMatrixType</strong>:</p> | |
580 <div class="OptionsBox"> | |
581 "CmpdID1","CmpdID2","Coefficient Value" | |
582 <br/> "Cmpd1","Cmpd1","1" | |
583 <br/> "Cmpd1","Cmpd2","0.04" | |
584 <br/> "Cmpd1","Cmpd3","0.25" | |
585 <br/> "Cmpd1","Cmpd4","0.13" | |
586 <br/> ... ... ... | |
587 <br/> ... ... ... | |
588 <br/> ... ... ... | |
589 <br/> "Cmpd2","Cmpd1","0.04" | |
590 <br/> "Cmpd2","Cmpd2","1" | |
591 <br/> "Cmpd2","Cmpd3","0.06" | |
592 <br/> "Cmpd2","Cmpd4","0.05" | |
593 <br/> ... ... ... | |
594 <br/> ... ... ... | |
595 <br/> ... ... ... | |
596 <br/> "Cmpd3","Cmpd1","0.25" | |
597 <br/> "Cmpd3","Cmpd2","0.06" | |
598 <br/> "Cmpd3","Cmpd3","1" | |
599 <br/> "Cmpd3","Cmpd4","0.12" | |
600 <br/> ... ... ... | |
601 <br/> ... ... ... | |
602 <br/> ... ... ...</div> | |
603 <p>Example of data in output file for <em>IDPairsAndValue</em> <strong>--OutMatrixFormat</strong> value for | |
604 <UpperTriangularMatrix> value of <strong>--OutMatrixType</strong>:</p> | |
605 <div class="OptionsBox"> | |
606 "CmpdID1","CmpdID2","Coefficient Value" | |
607 <br/> "Cmpd1","Cmpd1","1" | |
608 <br/> "Cmpd1","Cmpd2","0.04" | |
609 <br/> "Cmpd1","Cmpd3","0.25" | |
610 <br/> "Cmpd1","Cmpd4","0.13" | |
611 <br/> ... ... ... | |
612 <br/> ... ... ... | |
613 <br/> ... ... ... | |
614 <br/> "Cmpd2","Cmpd2","1" | |
615 <br/> "Cmpd2","Cmpd3","0.06" | |
616 <br/> "Cmpd2","Cmpd4","0.05" | |
617 <br/> ... ... ... | |
618 <br/> ... ... ... | |
619 <br/> ... ... ... | |
620 <br/> "Cmpd3","Cmpd3","1" | |
621 <br/> "Cmpd3","Cmpd4","0.12" | |
622 <br/> ... ... ... | |
623 <br/> ... ... ... | |
624 <br/> ... ... ...</div> | |
625 <p>Example of data in output file for <em>IDPairsAndValue</em> <strong>--OutMatrixFormat</strong> value for | |
626 <LowerTriangularMatrix> value of <strong>--OutMatrixType</strong>:</p> | |
627 <div class="OptionsBox"> | |
628 "CmpdID1","CmpdID2","Coefficient Value" | |
629 <br/> "Cmpd1","Cmpd1","1" | |
630 <br/> "Cmpd2","Cmpd1","0.04" | |
631 <br/> "Cmpd2","Cmpd2","1" | |
632 <br/> "Cmpd3","Cmpd1","0.25" | |
633 <br/> "Cmpd3","Cmpd2","0.06" | |
634 <br/> "Cmpd3","Cmpd3","1" | |
635 <br/> "Cmpd4","Cmpd1","0.13" | |
636 <br/> "Cmpd4","Cmpd2","0.05" | |
637 <br/> "Cmpd4","Cmpd3","0.12" | |
638 <br/> "Cmpd4","Cmpd4","1" | |
639 <br/> ... ... ... | |
640 <br/> ... ... ... | |
641 <br/> ... ... ...</div> | |
642 </dd> | |
643 <dt><strong><strong>--OutMatrixType</strong> <em>FullMatrix | UpperTriangularMatrix | LowerTriangularMatrix</em></strong></dt> | |
644 <dd> | |
645 <p>Type of similarity or distance matrix to calculate for fingerprints vector and bit-vector strings: | |
646 Calculate full matrix; Calculate lower triangular matrix including diagonal; Calculate upper triangular | |
647 matrix including diagonal.</p> | |
648 <p>Possible values: <em>FullMatrix, UpperTriangularMatrix, or LowerTriangularMatrix</em>. Default value: | |
649 <em>FullMatrix</em>.</p> | |
650 <p>The value of <strong>--OutMatrixType</strong> in conjunction with <strong>--OutMatrixFormat</strong> determines type | |
651 of data written to output files.</p> | |
652 </dd> | |
653 <dt><strong><strong>-o, --overwrite</strong></strong></dt> | |
654 <dd> | |
655 <p>Overwrite existing files</p> | |
656 </dd> | |
657 <dt><strong><strong>-p, --precision</strong> <em>number</em></strong></dt> | |
658 <dd> | |
659 <p>Precision of calculated values in the output file. Default: up to <em>2</em> decimal places. | |
660 Valid values: positive integers.</p> | |
661 </dd> | |
662 <dt><strong><strong>-q, --quote</strong> <em>Yes | No</em></strong></dt> | |
663 <dd> | |
664 <p>Put quote around column values in output CSV/TSV text file(s). Possible values: | |
665 <em>Yes or No</em>. Default value: <em>Yes</em>.</p> | |
666 </dd> | |
667 <dt><strong><strong>-r, --root</strong> <em>RootName</em></strong></dt> | |
668 <dd> | |
669 <p>New file name is generated using the root: <Root><BitVectorComparisonMode>.<Ext> or | |
670 <Root><VectorComparisonMode><VectorComparisonFormulism>.<Ext>. | |
671 The csv, and tsv <Ext> values are used for comma/semicolon, and tab delimited text files | |
672 respectively. This option is ignored for multiple input files.</p> | |
673 </dd> | |
674 <dt><strong><strong>-v, --VectorComparisonMode</strong> <em>All | "TanimotoSimilarity,[ManhattanDistance,...]"</em></strong></dt> | |
675 <dd> | |
676 <p>Specify what similarity or distance coefficients to use for calculating similarity matrices for | |
677 fingerprint vector strings data values in <em>TextFile(s)</em>: calculate similarity matrices for all | |
678 supported similarity and distance coefficients or specify a comma delimited list of similarity | |
679 and distance coefficients. Possible values: <em>All | "TanimotoSimilairy,[ManhattanDistance,..]"</em>. | |
680 Default: <em>TanimotoSimilarity</em>.</p> | |
681 <p>The value of <strong>-v, --VectorComparisonMode</strong>, in conjunction with <strong>--VectorComparisonFormulism</strong>, | |
682 decides which type of similarity and distance coefficient formulism gets used.</p> | |
683 <p><em>All</em> uses complete list of supported similarity and distance coefficients: <em>CosineSimilarity, | |
684 CzekanowskiSimilarity, DiceSimilarity, OchiaiSimilarity, JaccardSimilarity, SorensonSimilarity, TanimotoSimilarity, | |
685 CityBlockDistance, EuclideanDistance, HammingDistance, ManhattanDistance, SoergelDistance</em>. These | |
686 similarity and distance coefficients are described below.</p> | |
687 <p><strong>FingerprintsVector.pm</strong> module, used to calculate similarity and distance coefficients, | |
688 provides support to perform comparison between vectors containing three different types of | |
689 values:</p> | |
690 <p>Type I: OrderedNumericalValues</p> | |
691 <div class="OptionsBox"> | |
692 . Size of two vectors are same | |
693 <br/> . Vectors contain real values in a specific order. For example: MACCS keys | |
694 count, Topological pharmnacophore atom pairs and so on.</div> | |
695 <p>Type II: UnorderedNumericalValues</p> | |
696 <div class="OptionsBox"> | |
697 . Size of two vectors might not be same | |
698 <br/> . Vectors contain unordered real value identified by value IDs. For example: | |
699 Toplogical atom pairs, Topological atom torsions and so on</div> | |
700 <p>Type III: AlphaNumericalValues</p> | |
701 <div class="OptionsBox"> | |
702 . Size of two vectors might not be same | |
703 <br/> . Vectors contain unordered alphanumerical values. For example: Extended | |
704 connectivity fingerprints, atom neighborhood fingerprints.</div> | |
705 <p>Before performing similarity or distance calculations between vectors containing UnorderedNumericalValues | |
706 or AlphaNumericalValues, the vectors are transformed into vectors containing unique OrderedNumericalValues | |
707 using value IDs for UnorderedNumericalValues and values itself for AlphaNumericalValues.</p> | |
708 <p>Three forms of similarity and distance calculation between two vectors, specified using <strong>--VectorComparisonFormulism</strong> | |
709 option, are supported: <em>AlgebraicForm, BinaryForm or SetTheoreticForm</em>.</p> | |
710 <p>For <em>BinaryForm</em>, the ordered list of processed final vector values containing the value or | |
711 count of each unique value type is simply converted into a binary vector containing 1s and 0s | |
712 corresponding to presence or absence of values before calculating similarity or distance between | |
713 two vectors.</p> | |
714 <p>For two fingerprint vectors A and B of same size containing OrderedNumericalValues, let:</p> | |
715 <div class="OptionsBox"> | |
716 N = Number values in A or B</div> | |
717 <div class="OptionsBox"> | |
718 Xa = Values of vector A | |
719 <br/> Xb = Values of vector B</div> | |
720 <div class="OptionsBox"> | |
721 Xai = Value of ith element in A | |
722 <br/> Xbi = Value of ith element in B</div> | |
723 <div class="OptionsBox"> | |
724 SUM = Sum of i over N values</div> | |
725 <p>For SetTheoreticForm of calculation between two vectors, let:</p> | |
726 <div class="OptionsBox"> | |
727 SetIntersectionXaXb = SUM ( MIN ( Xai, Xbi ) ) | |
728 <br/> SetDifferenceXaXb = SUM ( Xai ) + SUM ( Xbi ) - SUM ( MIN ( Xai, Xbi ) )</div> | |
729 <p>For BinaryForm of calculation between two vectors, let:</p> | |
730 <div class="OptionsBox"> | |
731 Na = Number of bits set to "1" in A = SUM ( Xai ) | |
732 <br/> Nb = Number of bits set to "1" in B = SUM ( Xbi ) | |
733 <br/> Nc = Number of bits set to "1" in both A and B = SUM ( Xai * Xbi ) | |
734 <br/> Nd = Number of bits set to "0" in both A and B | |
735 = SUM ( 1 - Xai - Xbi + Xai * Xbi)</div> | |
736 <div class="OptionsBox"> | |
737 N = Number of bits set to "1" or "0" in A or B = Size of A or B = Na + Nb - Nc + Nd</div> | |
738 <p>Additionally, for BinaryForm various values also correspond to:</p> | |
739 <div class="OptionsBox"> | |
740 Na = | Xa | | |
741 <br/> Nb = | Xb | | |
742 <br/> Nc = | SetIntersectionXaXb | | |
743 <br/> Nd = N - | SetDifferenceXaXb |</div> | |
744 <div class="OptionsBox"> | |
745 | SetDifferenceXaXb | = N - Nd = Na + Nb - Nc + Nd - Nd = Na + Nb - Nc | |
746 = | Xa | + | Xb | - | SetIntersectionXaXb |</div> | |
747 <p>Various similarity and distance coefficients [ Ref 40, Ref 62, Ref 64 ] for a pair of vectors A and B | |
748 in <em>AlgebraicForm, BinaryForm and SetTheoreticForm</em> are defined as follows:</p> | |
749 <p><strong>CityBlockDistance</strong>: ( same as HammingDistance and ManhattanDistance)</p> | |
750 <p><em>AlgebraicForm</em>: SUM ( ABS ( Xai - Xbi ) )</p> | |
751 <p><em>BinaryForm</em>: ( Na - Nc ) + ( Nb - Nc ) = Na + Nb - 2 * Nc</p> | |
752 <p><em>SetTheoreticForm</em>: | SetDifferenceXaXb | - | SetIntersectionXaXb | = SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) )</p> | |
753 <p><strong>CosineSimilarity</strong>: ( same as OchiaiSimilarityCoefficient)</p> | |
754 <p><em>AlgebraicForm</em>: SUM ( Xai * Xbi ) / SQRT ( SUM ( Xai ** 2) * SUM ( Xbi ** 2) )</p> | |
755 <p><em>BinaryForm</em>: Nc / SQRT ( Na * Nb)</p> | |
756 <p><em>SetTheoreticForm</em>: | SetIntersectionXaXb | / SQRT ( |Xa| * |Xb| ) = SUM ( MIN ( Xai, Xbi ) ) / SQRT ( SUM ( Xai ) * SUM ( Xbi ) )</p> | |
757 <p><strong>CzekanowskiSimilarity</strong>: ( same as DiceSimilarity and SorensonSimilarity)</p> | |
758 <p><em>AlgebraicForm</em>: ( 2 * ( SUM ( Xai * Xbi ) ) ) / ( SUM ( Xai ** 2) + SUM ( Xbi **2 ) )</p> | |
759 <p><em>BinaryForm</em>: 2 * Nc / ( Na + Nb )</p> | |
760 <p><em>SetTheoreticForm</em>: 2 * | SetIntersectionXaXb | / ( |Xa| + |Xb| ) = 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) / ( SUM ( Xai ) + SUM ( Xbi ) )</p> | |
761 <p><strong>DiceSimilarity</strong>: ( same as CzekanowskiSimilarity and SorensonSimilarity)</p> | |
762 <p><em>AlgebraicForm</em>: ( 2 * ( SUM ( Xai * Xbi ) ) ) / ( SUM ( Xai ** 2) + SUM ( Xbi **2 ) )</p> | |
763 <p><em>BinaryForm</em>: 2 * Nc / ( Na + Nb )</p> | |
764 <p><em>SetTheoreticForm</em>: 2 * | SetIntersectionXaXb | / ( |Xa| + |Xb| ) = 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) / ( SUM ( Xai ) + SUM ( Xbi ) )</p> | |
765 <p><strong>EuclideanDistance</strong>:</p> | |
766 <p><em>AlgebraicForm</em>: SQRT ( SUM ( ( ( Xai - Xbi ) ** 2 ) ) )</p> | |
767 <p><em>BinaryForm</em>: SQRT ( ( Na - Nc ) + ( Nb - Nc ) ) = SQRT ( Na + Nb - 2 * Nc )</p> | |
768 <p><em>SetTheoreticForm</em>: SQRT ( | SetDifferenceXaXb | - | SetIntersectionXaXb | ) = SQRT ( SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) )</p> | |
769 <p><strong>HammingDistance</strong>: ( same as CityBlockDistance and ManhattanDistance)</p> | |
770 <p><em>AlgebraicForm</em>: SUM ( ABS ( Xai - Xbi ) )</p> | |
771 <p><em>BinaryForm</em>: ( Na - Nc ) + ( Nb - Nc ) = Na + Nb - 2 * Nc</p> | |
772 <p><em>SetTheoreticForm</em>: | SetDifferenceXaXb | - | SetIntersectionXaXb | = SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) )</p> | |
773 <p><strong>JaccardSimilarity</strong>: ( same as TanimotoSimilarity)</p> | |
774 <p><em>AlgebraicForm</em>: SUM ( Xai * Xbi ) / ( SUM ( Xai ** 2 ) + SUM ( Xbi ** 2 ) - SUM ( Xai * Xbi ) )</p> | |
775 <p><em>BinaryForm</em>: Nc / ( ( Na - Nc ) + ( Nb - Nc ) + Nc ) = Nc / ( Na + Nb - Nc )</p> | |
776 <p><em>SetTheoreticForm</em>: | SetIntersectionXaXb | / | SetDifferenceXaXb | = SUM ( MIN ( Xai, Xbi ) ) / ( SUM ( Xai ) + SUM ( Xbi ) - SUM ( MIN ( Xai, Xbi ) ) )</p> | |
777 <p><strong>ManhattanDistance</strong>: ( same as CityBlockDistance and HammingDistance)</p> | |
778 <p><em>AlgebraicForm</em>: SUM ( ABS ( Xai - Xbi ) )</p> | |
779 <p><em>BinaryForm</em>: ( Na - Nc ) + ( Nb - Nc ) = Na + Nb - 2 * Nc</p> | |
780 <p><em>SetTheoreticForm</em>: | SetDifferenceXaXb | - | SetIntersectionXaXb | = SUM ( Xai ) + SUM ( Xbi ) - 2 * ( SUM ( MIN ( Xai, Xbi ) ) )</p> | |
781 <p><strong>OchiaiSimilarity</strong>: ( same as CosineSimilarity)</p> | |
782 <p><em>AlgebraicForm</em>: SUM ( Xai * Xbi ) / SQRT ( SUM ( Xai ** 2) * SUM ( Xbi ** 2) )</p> | |
783 <p><em>BinaryForm</em>: Nc / SQRT ( Na * Nb)</p> | |
784 <p><em>SetTheoreticForm</em>: | SetIntersectionXaXb | / SQRT ( |Xa| * |Xb| ) = SUM ( MIN ( Xai, Xbi ) ) / SQRT ( SUM ( Xai ) * SUM ( Xbi ) )</p> | |
785 <p><strong>SorensonSimilarity</strong>: ( same as CzekanowskiSimilarity and DiceSimilarity)</p> | |
786 <p><em>AlgebraicForm</em>: ( 2 * ( SUM ( Xai * Xbi ) ) ) / ( SUM ( Xai ** 2) + SUM ( Xbi **2 ) )</p> | |
787 <p><em>BinaryForm</em>: 2 * Nc / ( Na + Nb )</p> | |
788 <p><em>SetTheoreticForm</em>: 2 * | SetIntersectionXaXb | / ( |Xa| + |Xb| ) = 2 * ( SUM ( MIN ( Xai, Xbi ) ) ) / ( SUM ( Xai ) + SUM ( Xbi ) )</p> | |
789 <p><strong>SoergelDistance</strong>:</p> | |
790 <p><em>AlgebraicForm</em>: SUM ( ABS ( Xai - Xbi ) ) / SUM ( MAX ( Xai, Xbi ) )</p> | |
791 <p><em>BinaryForm</em>: 1 - Nc / ( Na + Nb - Nc ) = ( Na + Nb - 2 * Nc ) / ( Na + Nb - Nc )</p> | |
792 <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> | |
793 <p><strong>TanimotoSimilarity</strong>: ( same as JaccardSimilarity)</p> | |
794 <p><em>AlgebraicForm</em>: SUM ( Xai * Xbi ) / ( SUM ( Xai ** 2 ) + SUM ( Xbi ** 2 ) - SUM ( Xai * Xbi ) )</p> | |
795 <p><em>BinaryForm</em>: Nc / ( ( Na - Nc ) + ( Nb - Nc ) + Nc ) = Nc / ( Na + Nb - Nc )</p> | |
796 <p><em>SetTheoreticForm</em>: | SetIntersectionXaXb | / | SetDifferenceXaXb | = SUM ( MIN ( Xai, Xbi ) ) / ( SUM ( Xai ) + SUM ( Xbi ) - SUM ( MIN ( Xai, Xbi ) ) )</p> | |
797 </dd> | |
798 <dt><strong><strong>--VectorComparisonFormulism</strong> <em>All | "AlgebraicForm,[BinaryForm,SetTheoreticForm]"</em></strong></dt> | |
799 <dd> | |
800 <p>Specify fingerprints vector comparison formulism to use for calculation similarity and distance | |
801 coefficients during <strong>-v, --VectorComparisonMode</strong>: use all supported comparison formulisms | |
802 or specify a comma delimited. Possible values: <em>All | "AlgebraicForm,[BinaryForm,SetTheoreticForm]"</em>. | |
803 Default value: <em>AlgebraicForm</em>.</p> | |
804 <p><em>All</em> uses all three forms of supported vector comparison formulism for values of <strong>-v, --VectorComparisonMode</strong> | |
805 option.</p> | |
806 <p>For fingerprint vector strings containing <strong>AlphaNumericalValues</strong> data values - <strong>ExtendedConnectivityFingerprints</strong>, | |
807 <strong>AtomNeighborhoodsFingerprints</strong> and so on - all three formulism result in same value during similarity and distance | |
808 calculations.</p> | |
809 </dd> | |
810 <dt><strong><strong>-w, --WorkingDir</strong> <em>DirName</em></strong></dt> | |
811 <dd> | |
812 <p>Location of working directory. Default: current directory.</p> | |
813 </dd> | |
814 </dl> | |
815 <p> | |
816 </p> | |
817 <h2>EXAMPLES</h2> | |
818 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
819 bit-vector strings data corresponding to supported fingerprints in text file present in a column | |
820 name containing Fingerprint substring by loading all fingerprints data into memory and create a | |
821 SampleFPHexTanimotoSimilarity.csv file containing compound IDs retrieved from column name | |
822 containing CompoundID substring, type:</p> | |
823 <div class="ExampleBox"> | |
824 % SimilarityMatricesFingerprints.pl -o SampleFPHex.csv</div> | |
825 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
826 bit-vector strings data corresponding to supported fingerprints in SD File present in a data field | |
827 with Fingerprint substring in its label by loading all fingerprints data into memory and create a | |
828 SampleFPHexTanimotoSimilarity.csv file containing sequentially generated compound IDs with | |
829 Cmpd prefix, type:</p> | |
830 <div class="ExampleBox"> | |
831 % SimilarityMatricesFingerprints.pl -o SampleFPHex.sdf</div> | |
832 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
833 bit-vector strings data corresponding to supported fingerprints in FP file by loading all fingerprints | |
834 data into memory and create a SampleFPHexTanimotoSimilarity.csv file along with compound IDs | |
835 retrieved from FP file, type:</p> | |
836 <div class="ExampleBox"> | |
837 % SimilarityMatricesFingerprints.pl -o SampleFPHex.fpf</div> | |
838 <p>To generate a lower triangular similarity matrix corresponding to Tanimoto similarity coefficient for | |
839 fingerprints bit-vector strings data corresponding to supported fingerprints in text file present in a | |
840 column name containing Fingerprint substring by loading all fingerprints data into memory and create | |
841 a SampleFPHexTanimotoSimilarity.csv file containing compound IDs retrieved from column name | |
842 containing CompoundID substring, type:</p> | |
843 <div class="ExampleBox"> | |
844 % SimilarityMatricesFingerprints.pl -o --InputDataMode LoadInMemory | |
845 --OutMatrixFormat RowsAndColumns --OutMatrixType LowerTriangularMatrix | |
846 SampleFPHex.csv</div> | |
847 <p>To generate a upper triangular similarity matrix corresponding to Tanimoto similarity coefficient for | |
848 fingerprints bit-vector strings data corresponding to supported fingerprints in text file present in a | |
849 column name containing Fingerprint substring by loading all fingerprints data into memory and create | |
850 a SampleFPHexTanimotoSimilarity.csv file in IDPairsAndValue format containing compound IDs retrieved | |
851 from column name containing CompoundID substring, type:</p> | |
852 <div class="ExampleBox"> | |
853 % SimilarityMatricesFingerprints.pl -o --InputDataMode LoadInMemory | |
854 --OutMatrixFormat IDPairsAndValue --OutMatrixType UpperTriangularMatrix | |
855 SampleFPHex.csv</div> | |
856 <p>To generate a full similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
857 bit-vector strings data corresponding to supported fingerprints in text file present in a column | |
858 name containing Fingerprint substring by scanning file without loading all fingerprints data into memory | |
859 and create a SampleFPHexTanimotoSimilarity.csv file containing compound IDs retrieved from | |
860 column name containing CompoundID substring, type:</p> | |
861 <div class="ExampleBox"> | |
862 % SimilarityMatricesFingerprints.pl -o --InputDataMode ScanFile | |
863 --OutMatrixFormat RowsAndColumns --OutMatrixType FullMatrix | |
864 SampleFPHex.csv</div> | |
865 <p>To generate a lower triangular similarity matrix corresponding to Tanimoto similarity coefficient for | |
866 fingerprints bit-vector strings data corresponding to supported fingerprints in text file present in a | |
867 column name containing Fingerprint substring by scanning file without loading all fingerprints data into | |
868 memory and create a SampleFPHexTanimotoSimilarity.csv file in IDPairsAndValue format containing | |
869 compound IDs retrieved from column name containing CompoundID substring, type:</p> | |
870 <div class="ExampleBox"> | |
871 % SimilarityMatricesFingerprints.pl -o --InputDataMode ScanFile | |
872 --OutMatrixFormat IDPairsAndValue --OutMatrixType LowerTriangularMatrix | |
873 SampleFPHex.csv</div> | |
874 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient using algebraic formulism | |
875 for fingerprints vector strings data corresponding to supported fingerprints in text file present in a column name | |
876 containing Fingerprint substring and create a SampleFPCountTanimotoSimilarityAlgebraicForm.csv file | |
877 containing compound IDs retrieved from column name containing CompoundID substring, type:</p> | |
878 <div class="ExampleBox"> | |
879 % SimilarityMatricesFingerprints.pl -o SampleFPCount.csv</div> | |
880 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient using algebraic formulism | |
881 for fingerprints vector strings data corresponding to supported fingerprints in SD file present in a data field with | |
882 Fingerprint substring in its label and create a SampleFPCountTanimotoSimilarityAlgebraicForm.csv file | |
883 containing sequentially generated compound IDs with Cmpd prefix, type:</p> | |
884 <div class="ExampleBox"> | |
885 % SimilarityMatricesFingerprints.pl -o SampleFPCount.sdf</div> | |
886 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient using algebraic formulism | |
887 vector strings data corresponding to supported fingerprints in FP file and create a | |
888 SampleFPCountTanimotoSimilarityAlgebraicForm.csv file along with compound IDs retrieved from FP file, type:</p> | |
889 <div class="ExampleBox"> | |
890 % SimilarityMatricesFingerprints.pl -o SampleFPCount.fpf</div> | |
891 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
892 bit-vector strings data corresponding to supported fingerprints in text file present in a column name | |
893 containing Fingerprint substring and create a SampleFPHexTanimotoSimilarity.csv file in | |
894 IDPairsAndValue format containing compound IDs retrieved from column name containing | |
895 CompoundID substring, type:</p> | |
896 <div class="ExampleBox"> | |
897 % SimilarityMatricesFingerprints.pl --OutMatrixFormat IDPairsAndValue -o | |
898 SampleFPHex.csv</div> | |
899 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
900 bit-vector strings data corresponding to supported fingerprints in SD file present in a data field with | |
901 Fingerprint substring in its label and create a SampleFPHexTanimotoSimilarity.csv file in | |
902 IDPairsAndValue format containing sequentially generated compound IDs with Cmpd prefix, | |
903 type:</p> | |
904 <div class="ExampleBox"> | |
905 % SimilarityMatricesFingerprints.pl --OutMatrixFormat IDPairsAndValue -o | |
906 SampleFPHex.sdf</div> | |
907 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
908 bit-vector strings data corresponding to supported fingerprints in FP file and create a | |
909 SampleFPHexTanimotoSimilarity.csv file in IDPairsAndValue format along with compound IDs retrieved | |
910 from FP file, type:</p> | |
911 <div class="ExampleBox"> | |
912 % SimilarityMatricesFingerprints.pl --OutMatrixFormat IDPairsAndValue -o | |
913 SampleFPHex.fpf</div> | |
914 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
915 bit-vector strings data corresponding to supported fingerprints in SD file present in a data field with | |
916 Fingerprint substring in its label and create a SampleFPHexTanimotoSimilarity.csv file | |
917 containing compound IDs from mol name line, type:</p> | |
918 <div class="ExampleBox"> | |
919 % SimilarityMatricesFingerprints.pl --CompoundIDMode MolName -o | |
920 SampleFPHex.sdf</div> | |
921 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
922 bit-vector strings data corresponding to supported fingerprints present in a data field with | |
923 Fingerprint substring in its label and create a SampleFPHexTanimotoSimilarity.csv file | |
924 containing compound IDs from data field name Mol_ID, type:</p> | |
925 <div class="ExampleBox"> | |
926 % SimilarityMatricesFingerprints.pl --CompoundIDMode DataField | |
927 --CompoundIDField Mol_ID -o SampleFPBin.sdf</div> | |
928 <p>To generate similarity matrices corresponding to Buser, Dice and Tanimoto similarity coefficient | |
929 for fingerprints bit-vector strings data corresponding to supported fingerprints present in a column | |
930 name containing Fingerprint substring and create SampleFPBin[CoefficientName]Similarity.csv files | |
931 containing compound IDs retrieved from column name containing CompoundID substring, type:</p> | |
932 <div class="ExampleBox"> | |
933 % SimilarityMatricesFingerprints.pl -b "BuserSimilarity,DiceSimilarity, | |
934 TanimotoSimilarity" -o SampleFPBin.csv</div> | |
935 <p>To generate similarity matrices corresponding to Buser, Dice and Tanimoto similarity coefficient | |
936 for fingerprints bit-vector strings data corresponding to supported fingerprints present in a data field with | |
937 Fingerprint substring in its label and create SampleFPBin[CoefficientName]Similarity.csv files | |
938 containing sequentially generated compound IDs with Cmpd prefix, type:</p> | |
939 <div class="ExampleBox"> | |
940 % SimilarityMatricesFingerprints.pl -b "BuserSimilarity,DiceSimilarity, | |
941 TanimotoSimilarity" -o SampleFPBin.sdf</div> | |
942 <p>To generate similarity matrices corresponding to CityBlock distance and Tanimoto similarity coefficients using | |
943 algebraic formulism for fingerprints vector strings data corresponding to supported fingerprints present in | |
944 a column name containing Fingerprint substring and create SampleFPCount[CoefficientName]AlgebraicForm.csv | |
945 files containing compound IDs retrieved from column name containing CompoundID substring, type:</p> | |
946 <div class="ExampleBox"> | |
947 % SimilarityMatricesFingerprints.pl -v "CityBlockDistance, | |
948 TanimotoSimilarity" -o SampleFPCount.csv</div> | |
949 <p>To generate similarity matrices corresponding to CityBlock distance and Tanimoto similarity coefficients using | |
950 algebraic formulism for fingerprints vector strings data corresponding to supported fingerprints present in | |
951 a data field with Fingerprint substring in its label and create SampleFPCount[CoefficientName]AlgebraicForm.csv | |
952 files containing sequentially generated compound IDs with Cmpd prefix, type:</p> | |
953 <div class="ExampleBox"> | |
954 % SimilarityMatricesFingerprints.pl -v "CityBlockDistance, | |
955 TanimotoSimilarity" -o SampleFPCount.sdf</div> | |
956 <p>To generate similarity matrices corresponding to CityBlock distance Tanimoto similarity coefficients using | |
957 binary formulism for fingerprints vector strings data corresponding to supported fingerprints present in | |
958 a column name containing Fingerprint substring and create SampleFPCount[CoefficientName]Binary.csv | |
959 files containing compound IDs retrieved from column name containing CompoundID substring, type:</p> | |
960 <div class="ExampleBox"> | |
961 % SimilarityMatricesFingerprints.pl -v "CityBlockDistance, | |
962 TanimotoSimilarity" --VectorComparisonFormulism BinaryForm -o | |
963 SampleFPCount.csv</div> | |
964 <p>To generate similarity matrices corresponding to CityBlock distance Tanimoto similarity coefficients using | |
965 binary formulism for fingerprints vector strings data corresponding to supported fingerprints present in | |
966 a data field with Fingerprint substring in its label and create SampleFPCount[CoefficientName]Binary.csv | |
967 files containing sequentially generated compound IDs with Cmpd prefix, type:</p> | |
968 <div class="ExampleBox"> | |
969 % SimilarityMatricesFingerprints.pl -v "CityBlockDistance, | |
970 TanimotoSimilarity" --VectorComparisonFormulism BinaryForm -o | |
971 SampleFPCount.sdf</div> | |
972 <p>To generate similarity matrices corresponding to CityBlock distance Tanimoto similarity coefficients using | |
973 all supported comparison formulisms for fingerprints vector strings data corresponding to supported | |
974 fingerprints present in a column name containing Fingerprint substring and create | |
975 SampleFPCount[CoefficientName][FormulismName].csv files containing compound IDs retrieved from column | |
976 name containing CompoundID substring, type:</p> | |
977 <div class="ExampleBox"> | |
978 % SimilarityMatricesFingerprints.pl -v "CityBlockDistance, | |
979 TanimotoSimilarity" --VectorComparisonFormulism All -o SampleFPCount.csv</div> | |
980 <p>To generate similarity matrices corresponding to CityBlock distance Tanimoto similarity coefficients using | |
981 all supported comparison formulisms for fingerprints vector strings data corresponding to supported | |
982 fingerprints present in a data field with Fingerprint substring in its label and create | |
983 SampleFPCount[CoefficientName][FormulismName].csv files containing sequentially generated | |
984 compound IDs with Cmpd prefix, type:</p> | |
985 <div class="ExampleBox"> | |
986 % SimilarityMatricesFingerprints.pl -v "CityBlockDistance,TanimotoSimilarity" | |
987 --VectorComparisonFormulism All -o SampleFPCount.sdf</div> | |
988 <p>To generate similarity matrices corresponding to all available similarity coefficient for fingerprints | |
989 bit-vector strings data corresponding to supported fingerprints present in a column name | |
990 containing Fingerprint substring and create SampleFPHex[CoefficientName].csv files | |
991 containing compound IDs retrieved from column name containing CompoundID substring, type:</p> | |
992 <div class="ExampleBox"> | |
993 % SimilarityMatricesFingerprints.pl -m AutoDetect --BitVectorComparisonMode | |
994 All --alpha 0.5 -beta 0.5 -o SampleFPHex.csv</div> | |
995 <p>To generate similarity matrices corresponding to all available similarity coefficient for fingerprints | |
996 bit-vector strings data corresponding to supported fingerprints present in a data field with Fingerprint | |
997 substring in its label and create SampleFPHex[CoefficientName].csv files containing sequentially | |
998 generated compound IDs with Cmpd prefix, type</p> | |
999 <div class="ExampleBox"> | |
1000 % SimilarityMatricesFingerprints.pl -m AutoDetect --BitVectorComparisonMode | |
1001 All --alpha 0.5 -beta 0.5 -o SampleFPHex.sdf</div> | |
1002 <p>To generate similarity matrices corresponding to all available similarity and distance coefficients using | |
1003 all comparison formulism for fingerprints vector strings data corresponding to supported fingerprints | |
1004 present in a column name containing Fingerprint substring and create | |
1005 SampleFPCount[CoefficientName][FormulismName].csv files containing compound IDs | |
1006 retrieved from column name containing CompoundID substring, type:</p> | |
1007 <div class="ExampleBox"> | |
1008 % SimilarityMatricesFingerprints.pl -m AutoDetect --VectorComparisonMode | |
1009 All --VectorComparisonFormulism All -o SampleFPCount.csv</div> | |
1010 <p>To generate similarity matrices corresponding to all available similarity and distance coefficients using | |
1011 all comparison formulism for fingerprints vector strings data corresponding to supported fingerprints | |
1012 present in a data field with Fingerprint substring in its label and create | |
1013 SampleFPCount[CoefficientName][FormulismName].csv files containing sequentially generated | |
1014 compound IDs with Cmpd prefix, type:</p> | |
1015 <div class="ExampleBox"> | |
1016 % SimilarityMatricesFingerprints.pl -m AutoDetect --VectorComparisonMode | |
1017 All --VectorComparisonFormulism All -o SampleFPCount.sdf</div> | |
1018 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
1019 bit-vector strings data corresponding to supported fingerprints present in a column number 2 | |
1020 and create a SampleFPHexTanimotoSimilarity.csv file containing compound IDs retrieved column | |
1021 number 1, type:</p> | |
1022 <div class="ExampleBox"> | |
1023 % SimilarityMatricesFingerprints.pl --ColMode ColNum --CompoundIDCol 1 | |
1024 --FingerprintsCol 2 -o SampleFPHex.csv</div> | |
1025 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
1026 bit-vector strings data corresponding to supported fingerprints present in a data field name | |
1027 Fingerprints and create a SampleFPHexTanimotoSimilarity.csv file containing compound IDs | |
1028 present in data field name Mol_ID, type:</p> | |
1029 <div class="ExampleBox"> | |
1030 % SimilarityMatricesFingerprints.pl --FingerprintsField Fingerprints | |
1031 --CompoundIDMode DataField --CompoundIDField Mol_ID -o SampleFPHex.sdf</div> | |
1032 <p>To generate a similarity matrix corresponding to Tversky similarity coefficient for fingerprints | |
1033 bit-vector strings data corresponding to supported fingerprints present in a column named Fingerprints | |
1034 and create a SampleFPHexTverskySimilarity.tsv file containing compound IDs retrieved column named | |
1035 CompoundID, type:</p> | |
1036 <div class="ExampleBox"> | |
1037 % SimilarityMatricesFingerprints.pl --BitVectorComparisonMode | |
1038 TverskySimilarity --alpha 0.5 --ColMode ColLabel --CompoundIDCol | |
1039 CompoundID --FingerprintsCol Fingerprints --OutDelim Tab --quote No | |
1040 -o SampleFPHex.csv</div> | |
1041 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
1042 bit-vector strings data corresponding to supported fingerprints present in a data field | |
1043 with Fingerprint substring in its label and create a SampleFPHexTanimotoSimilarity.csv file | |
1044 containing compound IDs from molname line or sequentially generated compound IDs | |
1045 with Mol prefix, type:</p> | |
1046 <div class="ExampleBox"> | |
1047 % SimilarityMatricesFingerprints.pl --CompoundIDMode MolnameOrLabelPrefix | |
1048 --CompoundIDPrefix Mol -o SampleFPHex.sdf</div> | |
1049 <p>To generate a similarity matrix corresponding to Tanimoto similarity coefficient for fingerprints | |
1050 bit-vector strings data corresponding to supported fingerprints present in a data field with | |
1051 Fingerprint substring in its label and create a SampleFPHexTanimotoSimilarity.tsv file | |
1052 containing sequentially generated compound IDs with Cmpd prefix, type:</p> | |
1053 <div class="ExampleBox"> | |
1054 % SimilarityMatricesFingerprints.pl -OutDelim Tab --quote No -o SampleFPHex.sdf</div> | |
1055 <p> | |
1056 </p> | |
1057 <h2>AUTHOR</h2> | |
1058 <p><a href="mailto:msud@san.rr.com">Manish Sud</a></p> | |
1059 <p> | |
1060 </p> | |
1061 <h2>SEE ALSO</h2> | |
1062 <p><a href="./InfoFingerprintsFiles.html">InfoFingerprintsFiles.pl</a>, <a href="./SimilaritySearchingFingerprints.html">SimilaritySearchingFingerprints.pl</a>, <a href="./AtomNeighborhoodsFingerprints.html">AtomNeighborhoodsFingerprints.pl</a>,  | |
1063 <a href="./ExtendedConnectivityFingerprints.html">ExtendedConnectivityFingerprints.pl</a>, <a href="./MACCSKeysFingerprints.html">MACCSKeysFingerprints.pl</a>, <a href="./PathLengthFingerprints.html">PathLengthFingerprints.pl</a>,  | |
1064 <a href="./TopologicalAtomPairsFingerprints.html">TopologicalAtomPairsFingerprints.pl</a>, <a href="./TopologicalAtomTorsionsFingerprints.html">TopologicalAtomTorsionsFingerprints.pl</a>,  | |
1065 <a href="./TopologicalPharmacophoreAtomPairsFingerprints.html">TopologicalPharmacophoreAtomPairsFingerprints.pl</a>, <a href="./TopologicalPharmacophoreAtomTripletsFingerprints.html">TopologicalPharmacophoreAtomTripletsFingerprints.pl</a> | |
1066 </p> | |
1067 <p> | |
1068 </p> | |
1069 <h2>COPYRIGHT</h2> | |
1070 <p>Copyright (C) 2015 Manish Sud. All rights reserved.</p> | |
1071 <p>This file is part of MayaChemTools.</p> | |
1072 <p>MayaChemTools is free software; you can redistribute it and/or modify it under | |
1073 the terms of the GNU Lesser General Public License as published by the Free | |
1074 Software Foundation; either version 3 of the License, or (at your option) | |
1075 any later version.</p> | |
1076 <p> </p><p> </p><div class="DocNav"> | |
1077 <table width="100%" border=0 cellpadding=0 cellspacing=2> | |
1078 <tr align="left" valign="top"><td width="33%" align="left"><a href="./SDToMolFiles.html" title="SDToMolFiles.html">Previous</a> <a href="./index.html" title="Table of Contents">TOC</a> <a href="./SimilaritySearchingFingerprints.html" title="SimilaritySearchingFingerprints.html">Next</a></td><td width="34%" align="middle"><strong>March 29, 2015</strong></td><td width="33%" align="right"><strong>SimilarityMatricesFingerprints.pl</strong></td></tr> | |
1079 </table> | |
1080 </div> | |
1081 <br /> | |
1082 <center> | |
1083 <img src="../../images/h2o2.png"> | |
1084 </center> | |
1085 </body> | |
1086 </html> |