📄 dataset.html
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> <A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A>[]</CODE></FONT></TD>
<TD><CODE><B>MCL.</B><B><A HREF="../../../../../net/sf/javaml/clustering/mcl/MCL.html#executeClustering(net.sf.javaml.core.Dataset)">executeClustering</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data)</CODE>
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</TABLE>
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<A NAME="net.sf.javaml.core"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
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<TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2">
Uses of <A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> in <A HREF="../../../../../net/sf/javaml/core/package-summary.html">net.sf.javaml.core</A></FONT></TH>
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<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left" COLSPAN="2">Classes in <A HREF="../../../../../net/sf/javaml/core/package-summary.html">net.sf.javaml.core</A> that implement <A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A></FONT></TH>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> class</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../net/sf/javaml/core/SimpleDataset.html" title="class in net.sf.javaml.core">SimpleDataset</A></B></CODE>
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XXX write doc</TD>
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<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left" COLSPAN="2">Methods in <A HREF="../../../../../net/sf/javaml/core/package-summary.html">net.sf.javaml.core</A> that return <A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A></FONT></TH>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static <A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A>[]</CODE></FONT></TD>
<TD><CODE><B>DatasetTools.</B><B><A HREF="../../../../../net/sf/javaml/core/DatasetTools.html#filterEmpty(net.sf.javaml.core.Dataset[])">filterEmpty</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A>[] input)</CODE>
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Filter out all the empty datasets in an array.</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static <A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A></CODE></FONT></TD>
<TD><CODE><B>DatasetTools.</B><B><A HREF="../../../../../net/sf/javaml/core/DatasetTools.html#removeInstance(net.sf.javaml.core.Dataset, int)">removeInstance</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data,
int index)</CODE>
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Removes an instance from a dataset and returns the resulting dataset.</TD>
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<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left" COLSPAN="2">Methods in <A HREF="../../../../../net/sf/javaml/core/package-summary.html">net.sf.javaml.core</A> with parameters of type <A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A></FONT></TH>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static java.util.List<<A HREF="../../../../../net/sf/javaml/core/Instance.html" title="interface in net.sf.javaml.core">Instance</A>></CODE></FONT></TD>
<TD><CODE><B>DatasetTools.</B><B><A HREF="../../../../../net/sf/javaml/core/DatasetTools.html#epsilonRangeQuery(net.sf.javaml.core.Dataset, double, net.sf.javaml.core.Instance, net.sf.javaml.distance.DistanceMeasure)">epsilonRangeQuery</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data,
double epsilon,
<A HREF="../../../../../net/sf/javaml/core/Instance.html" title="interface in net.sf.javaml.core">Instance</A> instance,
<A HREF="../../../../../net/sf/javaml/distance/DistanceMeasure.html" title="interface in net.sf.javaml.distance">DistanceMeasure</A> dm)</CODE>
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Performs an epsilon range query for this instance relative to the supplied dataset.</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static <A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A>[]</CODE></FONT></TD>
<TD><CODE><B>DatasetTools.</B><B><A HREF="../../../../../net/sf/javaml/core/DatasetTools.html#filterEmpty(net.sf.javaml.core.Dataset[])">filterEmpty</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A>[] input)</CODE>
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Filter out all the empty datasets in an array.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static <A HREF="../../../../../net/sf/javaml/core/Instance.html" title="interface in net.sf.javaml.core">Instance</A></CODE></FONT></TD>
<TD><CODE><B>DatasetTools.</B><B><A HREF="../../../../../net/sf/javaml/core/DatasetTools.html#getCentroid(net.sf.javaml.core.Dataset, net.sf.javaml.distance.DistanceMeasure)">getCentroid</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data,
<A HREF="../../../../../net/sf/javaml/distance/DistanceMeasure.html" title="interface in net.sf.javaml.distance">DistanceMeasure</A> dm)</CODE>
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Return the centroid of this cluster when using the given distance measure.</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static <A HREF="../../../../../net/sf/javaml/core/Instance.html" title="interface in net.sf.javaml.core">Instance</A></CODE></FONT></TD>
<TD><CODE><B>DatasetTools.</B><B><A HREF="../../../../../net/sf/javaml/core/DatasetTools.html#getClosest(net.sf.javaml.core.Dataset, net.sf.javaml.distance.DistanceMeasure, net.sf.javaml.core.Instance)">getClosest</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data,
<A HREF="../../../../../net/sf/javaml/distance/DistanceMeasure.html" title="interface in net.sf.javaml.distance">DistanceMeasure</A> dm,
<A HREF="../../../../../net/sf/javaml/core/Instance.html" title="interface in net.sf.javaml.core">Instance</A> inst)</CODE>
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Returns the instance of the given dataset that is closest to the instance that is given as a parameter.</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static <A HREF="../../../../../net/sf/javaml/core/Instance.html" title="interface in net.sf.javaml.core">Instance</A></CODE></FONT></TD>
<TD><CODE><B>DatasetTools.</B><B><A HREF="../../../../../net/sf/javaml/core/DatasetTools.html#getStandardDeviation(net.sf.javaml.core.Dataset)">getStandardDeviation</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data)</CODE>
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Return an instance with on each position the standard deviation for that attribute.</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static void</CODE></FONT></TD>
<TD><CODE><B>DatasetTools.</B><B><A HREF="../../../../../net/sf/javaml/core/DatasetTools.html#merge(net.sf.javaml.core.Dataset, net.sf.javaml.core.Dataset)">merge</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data,
<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> added)</CODE>
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This method will merge all the data from the two datasets in to the first one.</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static <A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A></CODE></FONT></TD>
<TD><CODE><B>DatasetTools.</B><B><A HREF="../../../../../net/sf/javaml/core/DatasetTools.html#removeInstance(net.sf.javaml.core.Dataset, int)">removeInstance</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data,
int index)</CODE>
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Removes an instance from a dataset and returns the resulting dataset.</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> void</CODE></FONT></TD>
<TD><CODE><B>KDTree.</B><B><A HREF="../../../../../net/sf/javaml/core/KDTree.html#setInstances(net.sf.javaml.core.Dataset)">setInstances</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> instances)</CODE>
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sets the instances and builds the KDTree</TD>
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<A NAME="net.sf.javaml.distance"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
<TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2">
Uses of <A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> in <A HREF="../../../../../net/sf/javaml/distance/package-summary.html">net.sf.javaml.distance</A></FONT></TH>
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<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#CCCCFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left" COLSPAN="2">Methods in <A HREF="../../../../../net/sf/javaml/distance/package-summary.html">net.sf.javaml.distance</A> with parameters of type <A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A></FONT></TH>
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<TR BGCOLOR="white" CLASS="TableRowColor">
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<CODE> double</CODE></FONT></TD>
<TD><CODE><B>PolynomialKernel.</B><B><A HREF="../../../../../net/sf/javaml/distance/PolynomialKernel.html#getMaximumDistance(net.sf.javaml.core.Dataset)">getMaximumDistance</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data)</CODE>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> double</CODE></FONT></TD>
<TD><CODE><B>RBFKernel.</B><B><A HREF="../../../../../net/sf/javaml/distance/RBFKernel.html#getMaximumDistance(net.sf.javaml.core.Dataset)">getMaximumDistance</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data)</CODE>
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XXX DOC</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> double</CODE></FONT></TD>
<TD><CODE><B>CosineDistance.</B><B><A HREF="../../../../../net/sf/javaml/distance/CosineDistance.html#getMaximumDistance(net.sf.javaml.core.Dataset)">getMaximumDistance</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data)</CODE>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> double</CODE></FONT></TD>
<TD><CODE><B>DynamicTimeWarpingSimilarity.</B><B><A HREF="../../../../../net/sf/javaml/distance/DynamicTimeWarpingSimilarity.html#getMaximumDistance(net.sf.javaml.core.Dataset)">getMaximumDistance</A></B>(<A HREF="../../../../../net/sf/javaml/core/Dataset.html" title="interface in net.sf.javaml.core">Dataset</A> data)</CODE>
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XXX doc</TD>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE> double</CODE></FONT></TD>
<TD><CODE><B>ManhattanDistance.</B><B><A HREF="../../../../../net/sf/javaml/distance/ManhattanDistance.html#getMaximumDistance(net.sf.javaml.co⌨️ 快捷键说明
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