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597 lines
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597 lines
24 KiB
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<a href="../MathNet.Numerics/Sorting.htm">Sorting</a>
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<a href="../MathNet.Numerics/Trig.htm">Trig</a>
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</ul>
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</div>
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</div>
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<div class="header">
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<p class="class"><strong>Type</strong> Distance</p>
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<p><strong>Namespace</strong> MathNet.Numerics</p>
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</div>
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<div class="sub-header">
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<div id="summary">Metrics to measure the distance between two structures.
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</div>
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<h3 class="section">Static Functions</h3>
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<ul>
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<li><a href="../MathNet.Numerics/Distance.htm#Canberra">Canberra</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Canberra">Canberra</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Chebyshev">Chebyshev</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Chebyshev">Chebyshev</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Chebyshev``1">Chebyshev<T></a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Cosine">Cosine</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Cosine">Cosine</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Euclidean">Euclidean</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Euclidean">Euclidean</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Euclidean``1">Euclidean<T></a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Hamming">Hamming</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Hamming">Hamming</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Jaccard">Jaccard</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Jaccard">Jaccard</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#MAE">MAE</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#MAE">MAE</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#MAE``1">MAE<T></a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Manhattan">Manhattan</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Manhattan">Manhattan</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Manhattan``1">Manhattan<T></a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Minkowski">Minkowski</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Minkowski">Minkowski</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Minkowski``1">Minkowski<T></a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#MSE">MSE</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#MSE">MSE</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#MSE``1">MSE<T></a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#Pearson">Pearson</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#SAD">SAD</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#SAD">SAD</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#SAD``1">SAD<T></a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#SSD">SSD</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#SSD">SSD</a></li>
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<li><a href="../MathNet.Numerics/Distance.htm#SSD``1">SSD<T></a></li>
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</ul>
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</div>
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<h3 class="section">Public Static Functions</h3>
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<div id="Canberra" class="method">
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<h4><span title="System.float">float</span> <strong>Canberra</strong>(<span title="System.Single[]">Single[]</span> a, <span title="System.Single[]">Single[]</span> b)</h4>
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<div class="content">Canberra Distance, a weighted version of the L1-norm of the difference.
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</div>
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</div>
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<div id="Canberra" class="method">
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<h4><span title="System.double">double</span> <strong>Canberra</strong>(<span title="System.Double[]">Double[]</span> a, <span title="System.Double[]">Double[]</span> b)</h4>
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<div class="content">Canberra Distance, a weighted version of the L1-norm of the difference.
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</div>
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</div>
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<div id="Chebyshev" class="method">
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<h4><span title="System.float">float</span> <strong>Chebyshev</strong>(<span title="System.Single[]">Single[]</span> a, <span title="System.Single[]">Single[]</span> b)</h4>
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<div class="content">Chebyshev Distance, i.e. the Infinity-norm of the difference.
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</div>
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</div>
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<div id="Chebyshev" class="method">
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<h4><span title="System.double">double</span> <strong>Chebyshev</strong>(<span title="System.Double[]">Double[]</span> a, <span title="System.Double[]">Double[]</span> b)</h4>
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<div class="content">Chebyshev Distance, i.e. the Infinity-norm of the difference.
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</div>
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</div>
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<div id="Chebyshev``1" class="method">
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<h4><span title="System.double">double</span> <strong>Chebyshev<T></strong>(<a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> a, <a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> b)</h4>
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<div class="content">Chebyshev Distance, i.e. the Infinity-norm of the difference.
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</div>
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</div>
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<div id="Cosine" class="method">
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<h4><span title="System.float">float</span> <strong>Cosine</strong>(<span title="System.Single[]">Single[]</span> a, <span title="System.Single[]">Single[]</span> b)</h4>
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<div class="content">Cosine Distance, representing the angular distance while ignoring the scale.
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</div>
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</div>
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<div id="Cosine" class="method">
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<h4><span title="System.double">double</span> <strong>Cosine</strong>(<span title="System.Double[]">Double[]</span> a, <span title="System.Double[]">Double[]</span> b)</h4>
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<div class="content">Cosine Distance, representing the angular distance while ignoring the scale.
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</div>
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</div>
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<div id="Euclidean" class="method">
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<h4><span title="System.double">double</span> <strong>Euclidean</strong>(<span title="System.Double[]">Double[]</span> a, <span title="System.Double[]">Double[]</span> b)</h4>
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<div class="content">Euclidean Distance, i.e. the L2-norm of the difference.
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</div>
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</div>
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<div id="Euclidean" class="method">
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<h4><span title="System.float">float</span> <strong>Euclidean</strong>(<span title="System.Single[]">Single[]</span> a, <span title="System.Single[]">Single[]</span> b)</h4>
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<div class="content">Euclidean Distance, i.e. the L2-norm of the difference.
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</div>
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</div>
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<div id="Euclidean``1" class="method">
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<h4><span title="System.double">double</span> <strong>Euclidean<T></strong>(<a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> a, <a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> b)</h4>
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<div class="content">Euclidean Distance, i.e. the L2-norm of the difference.
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</div>
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</div>
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<div id="Hamming" class="method">
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<h4><span title="System.float">float</span> <strong>Hamming</strong>(<span title="System.Single[]">Single[]</span> a, <span title="System.Single[]">Single[]</span> b)</h4>
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<div class="content">Hamming Distance, i.e. the number of positions that have different values in the vectors.
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</div>
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</div>
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<div id="Hamming" class="method">
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<h4><span title="System.double">double</span> <strong>Hamming</strong>(<span title="System.Double[]">Double[]</span> a, <span title="System.Double[]">Double[]</span> b)</h4>
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<div class="content">Hamming Distance, i.e. the number of positions that have different values in the vectors.
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</div>
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</div>
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<div id="Jaccard" class="method">
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<h4><span title="System.double">double</span> <strong>Jaccard</strong>(<span title="System.Double[]">Double[]</span> a, <span title="System.Double[]">Double[]</span> b)</h4>
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<div class="content">Jaccard distance, i.e. 1 - the Jaccard index.
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<div class="return">
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<h5>Return</h5>
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<h6><code><span title="System.double">double</span></code></h6>
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<p>Jaccard distance. </p>
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</div>
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</div>
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</div>
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<div id="Jaccard" class="method">
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<h4><span title="System.double">double</span> <strong>Jaccard</strong>(<span title="System.Single[]">Single[]</span> a, <span title="System.Single[]">Single[]</span> b)</h4>
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<div class="content">Jaccard distance, i.e. 1 - the Jaccard index.
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<div class="return">
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<h5>Return</h5>
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<h6><code><span title="System.double">double</span></code></h6>
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<p>Jaccard distance. </p>
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</div>
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</div>
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</div>
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<div id="MAE" class="method">
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<h4><span title="System.float">float</span> <strong>MAE</strong>(<span title="System.Single[]">Single[]</span> a, <span title="System.Single[]">Single[]</span> b)</h4>
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<div class="content">Mean-Absolute Error (MAE), i.e. the normalized L1-norm (Manhattan) of the difference.
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</div>
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</div>
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<div id="MAE" class="method">
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<h4><span title="System.double">double</span> <strong>MAE</strong>(<span title="System.Double[]">Double[]</span> a, <span title="System.Double[]">Double[]</span> b)</h4>
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<div class="content">Mean-Absolute Error (MAE), i.e. the normalized L1-norm (Manhattan) of the difference.
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</div>
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</div>
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<div id="MAE``1" class="method">
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<h4><span title="System.double">double</span> <strong>MAE<T></strong>(<a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> a, <a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> b)</h4>
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<div class="content">Mean-Absolute Error (MAE), i.e. the normalized L1-norm (Manhattan) of the difference.
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</div>
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</div>
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<div id="Manhattan" class="method">
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<h4><span title="System.double">double</span> <strong>Manhattan</strong>(<span title="System.Double[]">Double[]</span> a, <span title="System.Double[]">Double[]</span> b)</h4>
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<div class="content">Manhattan Distance, i.e. the L1-norm of the difference.
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</div>
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</div>
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<div id="Manhattan" class="method">
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<h4><span title="System.float">float</span> <strong>Manhattan</strong>(<span title="System.Single[]">Single[]</span> a, <span title="System.Single[]">Single[]</span> b)</h4>
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<div class="content">Manhattan Distance, i.e. the L1-norm of the difference.
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</div>
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</div>
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<div id="Manhattan``1" class="method">
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<h4><span title="System.double">double</span> <strong>Manhattan<T></strong>(<a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> a, <a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> b)</h4>
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<div class="content">Manhattan Distance, i.e. the L1-norm of the difference.
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</div>
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</div>
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<div id="Minkowski" class="method">
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<h4><span title="System.double">double</span> <strong>Minkowski</strong>(<span title="System.double">double</span> p, <span title="System.Double[]">Double[]</span> a, <span title="System.Double[]">Double[]</span> b)</h4>
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<div class="content">Minkowski Distance, i.e. the generalized p-norm of the difference.
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</div>
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</div>
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<div id="Minkowski" class="method">
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<h4><span title="System.float">float</span> <strong>Minkowski</strong>(<span title="System.double">double</span> p, <span title="System.Single[]">Single[]</span> a, <span title="System.Single[]">Single[]</span> b)</h4>
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<div class="content">Minkowski Distance, i.e. the generalized p-norm of the difference.
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</div>
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</div>
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<div id="Minkowski``1" class="method">
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<h4><span title="System.double">double</span> <strong>Minkowski<T></strong>(<span title="System.double">double</span> p, <a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> a, <a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> b)</h4>
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<div class="content">Minkowski Distance, i.e. the generalized p-norm of the difference.
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</div>
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</div>
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<div id="MSE" class="method">
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<h4><span title="System.float">float</span> <strong>MSE</strong>(<span title="System.Single[]">Single[]</span> a, <span title="System.Single[]">Single[]</span> b)</h4>
|
|
<div class="content">Mean-Squared Error (MSE), i.e. the normalized squared L2-norm (Euclidean) of the difference.
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</div>
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</div>
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<div id="MSE" class="method">
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<h4><span title="System.double">double</span> <strong>MSE</strong>(<span title="System.Double[]">Double[]</span> a, <span title="System.Double[]">Double[]</span> b)</h4>
|
|
<div class="content">Mean-Squared Error (MSE), i.e. the normalized squared L2-norm (Euclidean) of the difference.
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</div>
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</div>
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<div id="MSE``1" class="method">
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<h4><span title="System.double">double</span> <strong>MSE<T></strong>(<a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> a, <a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> b)</h4>
|
|
<div class="content">Mean-Squared Error (MSE), i.e. the normalized squared L2-norm (Euclidean) of the difference.
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</div>
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</div>
|
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<div id="Pearson" class="method">
|
|
<h4><span title="System.double">double</span> <strong>Pearson</strong>(<span title="System.Collections.Generic.IEnumerable<double>">IEnumerable<double></span> a, <span title="System.Collections.Generic.IEnumerable<double>">IEnumerable<double></span> b)</h4>
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<div class="content">Pearson's distance, i.e. 1 - the person correlation coefficient.
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</div>
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</div>
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<div id="SAD" class="method">
|
|
<h4><span title="System.float">float</span> <strong>SAD</strong>(<span title="System.Single[]">Single[]</span> a, <span title="System.Single[]">Single[]</span> b)</h4>
|
|
<div class="content">Sum of Absolute Difference (SAD), i.e. the L1-norm (Manhattan) of the difference.
|
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</div>
|
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</div>
|
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<div id="SAD" class="method">
|
|
<h4><span title="System.double">double</span> <strong>SAD</strong>(<span title="System.Double[]">Double[]</span> a, <span title="System.Double[]">Double[]</span> b)</h4>
|
|
<div class="content">Sum of Absolute Difference (SAD), i.e. the L1-norm (Manhattan) of the difference.
|
|
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|
|
|
|
|
</div>
|
|
</div>
|
|
<div id="SAD``1" class="method">
|
|
<h4><span title="System.double">double</span> <strong>SAD<T></strong>(<a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> a, <a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> b)</h4>
|
|
<div class="content">Sum of Absolute Difference (SAD), i.e. the L1-norm (Manhattan) of the difference.
|
|
|
|
|
|
|
|
|
|
</div>
|
|
</div>
|
|
<div id="SSD" class="method">
|
|
<h4><span title="System.double">double</span> <strong>SSD</strong>(<span title="System.Double[]">Double[]</span> a, <span title="System.Double[]">Double[]</span> b)</h4>
|
|
<div class="content">Sum of Squared Difference (SSD), i.e. the squared L2-norm (Euclidean) of the difference.
|
|
|
|
|
|
|
|
|
|
</div>
|
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</div>
|
|
<div id="SSD" class="method">
|
|
<h4><span title="System.float">float</span> <strong>SSD</strong>(<span title="System.Single[]">Single[]</span> a, <span title="System.Single[]">Single[]</span> b)</h4>
|
|
<div class="content">Sum of Squared Difference (SSD), i.e. the squared L2-norm (Euclidean) of the difference.
|
|
|
|
|
|
|
|
|
|
</div>
|
|
</div>
|
|
<div id="SSD``1" class="method">
|
|
<h4><span title="System.double">double</span> <strong>SSD<T></strong>(<a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> a, <a href="../MathNet.Numerics.LinearAlgebra/Vector`1.htm">Vector<T></a> b)</h4>
|
|
<div class="content">Sum of Squared Difference (SSD), i.e. the squared L2-norm (Euclidean) of the difference.
|
|
|
|
|
|
|
|
|
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</div>
|
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</div>
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<div id="footer">
|
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<p>Based on v5.0.0.0 of MathNet.Numerics (Math.NET Numerics)</p>
|
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<p>Generated by <a href="http://docu.jagregory.com">docu</a></p>
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