📄 plsfilter.html
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<BR> Returns a string describing this classifier.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> java.util.Enumeration</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/filters/supervised/attribute/PLSFilter.html#listOptions()">listOptions</A></B>()</CODE><BR> Gets an enumeration describing the available options.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE>static void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/filters/supervised/attribute/PLSFilter.html#main(java.lang.String[])">main</A></B>(java.lang.String[] args)</CODE><BR> runs the filter with the given arguments</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> java.lang.String</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/filters/supervised/attribute/PLSFilter.html#numComponentsTipText()">numComponentsTipText</A></B>()</CODE><BR> Returns the tip text for this property</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> java.lang.String</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/filters/supervised/attribute/PLSFilter.html#performPredictionTipText()">performPredictionTipText</A></B>()</CODE><BR> Returns the tip text for this property</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> java.lang.String</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/filters/supervised/attribute/PLSFilter.html#preprocessingTipText()">preprocessingTipText</A></B>()</CODE><BR> Returns the tip text for this property</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> java.lang.String</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/filters/supervised/attribute/PLSFilter.html#replaceMissingTipText()">replaceMissingTipText</A></B>()</CODE><BR> Returns the tip text for this property</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/filters/supervised/attribute/PLSFilter.html#setAlgorithm(weka.core.SelectedTag)">setAlgorithm</A></B>(<A HREF="../../../../weka/core/SelectedTag.html" title="class in weka.core">SelectedTag</A> value)</CODE><BR> Sets the type of algorithm to use</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/filters/supervised/attribute/PLSFilter.html#setNumComponents(int)">setNumComponents</A></B>(int value)</CODE><BR> sets the maximum number of attributes to use.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/filters/supervised/attribute/PLSFilter.html#setOptions(java.lang.String[])">setOptions</A></B>(java.lang.String[] options)</CODE><BR> Parses the options for this object.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/filters/supervised/attribute/PLSFilter.html#setPerformPrediction(boolean)">setPerformPrediction</A></B>(boolean value)</CODE><BR> Sets whether to update the class attribute with the predicted value.</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/filters/supervised/attribute/PLSFilter.html#setPreprocessing(weka.core.SelectedTag)">setPreprocessing</A></B>(<A HREF="../../../../weka/core/SelectedTag.html" title="class in weka.core">SelectedTag</A> value)</CODE><BR> Sets the type of preprocessing to use</TD></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1"><CODE> void</CODE></FONT></TD><TD><CODE><B><A HREF="../../../../weka/filters/supervised/attribute/PLSFilter.html#setReplaceMissing(boolean)">setReplaceMissing</A></B>(boolean value)</CODE><BR> Sets whether to replace missing values.</TD></TR></TABLE> <A NAME="methods_inherited_from_class_weka.filters.SimpleBatchFilter"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor"><TH ALIGN="left"><B>Methods inherited from class weka.filters.<A HREF="../../../../weka/filters/SimpleBatchFilter.html" title="class in weka.filters">SimpleBatchFilter</A></B></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><A HREF="../../../../weka/filters/SimpleBatchFilter.html#batchFinished()">batchFinished</A>, <A HREF="../../../../weka/filters/SimpleBatchFilter.html#input(weka.core.Instance)">input</A></CODE></TD></TR></TABLE> <A NAME="methods_inherited_from_class_weka.filters.SimpleFilter"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor"><TH ALIGN="left"><B>Methods inherited from class weka.filters.<A HREF="../../../../weka/filters/SimpleFilter.html" title="class in weka.filters">SimpleFilter</A></B></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><A HREF="../../../../weka/filters/SimpleFilter.html#debugTipText()">debugTipText</A>, <A HREF="../../../../weka/filters/SimpleFilter.html#getDebug()">getDebug</A>, <A HREF="../../../../weka/filters/SimpleFilter.html#setDebug(boolean)">setDebug</A>, <A HREF="../../../../weka/filters/SimpleFilter.html#setInputFormat(weka.core.Instances)">setInputFormat</A></CODE></TD></TR></TABLE> <A NAME="methods_inherited_from_class_weka.filters.Filter"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor"><TH ALIGN="left"><B>Methods inherited from class weka.filters.<A HREF="../../../../weka/filters/Filter.html" title="class in weka.filters">Filter</A></B></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE><A HREF="../../../../weka/filters/Filter.html#batchFilterFile(weka.filters.Filter, java.lang.String[])">batchFilterFile</A>, <A HREF="../../../../weka/filters/Filter.html#filterFile(weka.filters.Filter, java.lang.String[])">filterFile</A>, <A HREF="../../../../weka/filters/Filter.html#getOutputFormat()">getOutputFormat</A>, <A HREF="../../../../weka/filters/Filter.html#isFirstBatchDone()">isFirstBatchDone</A>, <A HREF="../../../../weka/filters/Filter.html#isNewBatch()">isNewBatch</A>, <A HREF="../../../../weka/filters/Filter.html#isOutputFormatDefined()">isOutputFormatDefined</A>, <A HREF="../../../../weka/filters/Filter.html#makeCopies(weka.filters.Filter, int)">makeCopies</A>, <A HREF="../../../../weka/filters/Filter.html#makeCopy(weka.filters.Filter)">makeCopy</A>, <A HREF="../../../../weka/filters/Filter.html#numPendingOutput()">numPendingOutput</A>, <A HREF="../../../../weka/filters/Filter.html#output()">output</A>, <A HREF="../../../../weka/filters/Filter.html#outputPeek()">outputPeek</A>, <A HREF="../../../../weka/filters/Filter.html#useFilter(weka.core.Instances, weka.filters.Filter)">useFilter</A></CODE></TD></TR></TABLE> <A NAME="methods_inherited_from_class_java.lang.Object"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor"><TH ALIGN="left"><B>Methods inherited from class java.lang.Object</B></TH></TR><TR BGCOLOR="white" CLASS="TableRowColor"><TD><CODE>equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</CODE></TD></TR></TABLE> <P><!-- ============ FIELD DETAIL =========== --><A NAME="field_detail"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="1"><FONT SIZE="+2"><B>Field Detail</B></FONT></TH></TR></TABLE><A NAME="ALGORITHM_SIMPLS"><!-- --></A><H3>ALGORITHM_SIMPLS</H3><PRE>public static final int <B>ALGORITHM_SIMPLS</B></PRE><DL><DD>the type of algorithm: SIMPLS<P><DL><DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#weka.filters.supervised.attribute.PLSFilter.ALGORITHM_SIMPLS">Constant Field Values</A></DL></DL><HR><A NAME="ALGORITHM_PLS1"><!-- --></A><H3>ALGORITHM_PLS1</H3><PRE>public static final int <B>ALGORITHM_PLS1</B></PRE><DL><DD>the type of algorithm: PLS1<P><DL><DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#weka.filters.supervised.attribute.PLSFilter.ALGORITHM_PLS1">Constant Field Values</A></DL></DL><HR><A NAME="TAGS_ALGORITHM"><!-- --></A><H3>TAGS_ALGORITHM</H3><PRE>public static final <A HREF="../../../../weka/core/Tag.html" title="class in weka.core">Tag</A>[] <B>TAGS_ALGORITHM</B></PRE><DL><DD>the types of algorithm<P><DL></DL></DL><HR><A NAME="PREPROCESSING_NONE"><!-- --></A><H3>PREPROCESSING_NONE</H3><PRE>public static final int <B>PREPROCESSING_NONE</B></PRE><DL><DD>the type of preprocessing: None<P><DL><DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#weka.filters.supervised.attribute.PLSFilter.PREPROCESSING_NONE">Constant Field Values</A></DL></DL><HR><A NAME="PREPROCESSING_CENTER"><!-- --></A><H3>PREPROCESSING_CENTER</H3><PRE>public static final int <B>PREPROCESSING_CENTER</B></PRE><DL><DD>the type of preprocessing: Center<P><DL><DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#weka.filters.supervised.attribute.PLSFilter.PREPROCESSING_CENTER">Constant Field Values</A></DL></DL><HR><A NAME="PREPROCESSING_STANDARDIZE"><!-- --></A><H3>PREPROCESSING_STANDARDIZE</H3><PRE>public static final int <B>PREPROCESSING_STANDARDIZE</B></PRE><DL><DD>the type of preprocessing: Standardize<P><DL><DT><B>See Also:</B><DD><A HREF="../../../../constant-values.html#weka.filters.supervised.attribute.PLSFilter.PREPROCESSING_STANDARDIZE">Constant Field Values</A></DL></DL><HR><A NAME="TAGS_PREPROCESSING"><!-- --></A><H3>TAGS_PREPROCESSING</H3><PRE>public static final <A HREF="../../../../weka/core/Tag.html" title="class in weka.core">Tag</A>[] <B>TAGS_PREPROCESSING</B></PRE><DL><DD>the types of preprocessing<P><DL></DL></DL><!-- ========= CONSTRUCTOR DETAIL ======== --><A NAME="constructor_detail"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="1"><FONT SIZE="+2"><B>Constructor Detail</B></FONT></TH></TR></TABLE><A NAME="PLSFilter()"><!-- --></A><H3>PLSFilter</H3><PRE>public <B>PLSFilter</B>()</PRE><DL><DD>default constructor<P></DL><!-- ============ METHOD DETAIL ========== --><A NAME="method_detail"><!-- --></A><TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY=""><TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor"><TH ALIGN="left" COLSPAN="1"><FONT SIZE="+2"><B>Method Detail</B></FONT></TH></TR></TABLE><A NAME="globalInfo()"><!-- --></A><H3>globalInfo</H3><PRE>public java.lang.String <B>globalInfo</B>()</PRE><DL><DD>Returns a string describing this classifier.<P><DD><DL><DT><B>Specified by:</B><DD><CODE><A HREF="../../../../weka/filters/SimpleFilter.html#globalInfo()">globalInfo</A></CODE> in class <CODE><A HREF="../../../../weka/filters/SimpleFilter.html" title="class in weka.filters">SimpleFilter</A></CODE></DL></DD><DD><DL><DT><B>Returns:</B><DD>a description of the classifier suitable for displaying in the explorer/experimenter gui</DL></DD></DL><HR><A NAME="getTechnicalInformation()"><!-- --></A><H3>getTechnicalInformation</H3><PRE>public <A HREF="../../../../weka/core/TechnicalInformation.html" title="class in weka.core">TechnicalInformation</A> <B>getTechnicalInformation</B>()</PRE><DL><DD>Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on.<P><DD><DL><DT><B>Specified by:</B><DD><CODE><A HREF="../../../../weka/core/TechnicalInformationHandler.html#getTechnicalInformation()">getTechnicalInformation</A></CODE> in interface <CODE><A HREF="../../../../weka/core/TechnicalInformationHandler.html" title="interface in weka.core">TechnicalInformationHandler</A></CODE></DL></DD><DD><DL><DT><B>Returns:</B><DD>the technical information about this class</DL></DD></DL><HR><A NAME="listOptions()"><!-- --></A><H3>listOptions</H3><PRE>public java.util.Enumeration <B>listOptions</B>()</PRE><DL><DD>Gets an enumeration describing the available options.<P><DD><DL><DT><B>Specified by:</B><DD><CODE><A HREF="../../../../weka/core/OptionHandler.html#listOptions()">listOptions</A></CODE> in interface <CODE><A HREF="../../../../weka/core/OptionHandler.html" title="interface in weka.core">OptionHandler</A></CODE><DT><B>Overrides:</B><DD><CODE><A HREF="../../../../weka/filters/SimpleFilter.html#listOptions()">listOptions</A></CODE> in class <CODE><A HREF="../../../../weka/filters/SimpleFilter.html" title="class in weka.filters">SimpleFilter</A></CODE></DL></DD><DD><DL><DT><B>Returns:</B><DD>an enumeration of all the available options.</DL></DD></DL><HR><A NAME="getOptions()"><!-- --></A><H3>getOptions</H3><PRE>public java.lang.String[] <B>getOptions</B>()</PRE><DL><DD>returns the options of the current setup<P><DD><DL><DT><B>Specified by:</B><DD><CODE><A HREF="../../../../weka/core/OptionHandler.html#getOptions()">getOptions</A></CODE> in interface <CODE><A HREF="../../../../weka/core/OptionHandler.html" title="interface in weka.core">OptionHandler</A></CODE><DT><B>Overrides:</B><DD><CODE><A HREF="../../../../weka/filters/SimpleFilter.html#getOptions()">getOptions</A></CODE> in class <CODE><A HREF="../../../../weka/filters/SimpleFilter.html" title="class in weka.filters">SimpleFilter</A></CODE></DL></DD><DD><DL><DT><B>Returns:</B><DD>the current options</DL></DD></DL><HR><A NAME="setOptions(java.lang.String[])"><!-- --></A><H3>setOptions</H3><PRE>public void <B>setOptions</B>(java.lang.String[] options) throws java.lang.Exception</PRE><DL><DD>Parses the options for this object. <p/> <!-- options-start --> Valid options are: <p/> <pre> -D Turns on output of debugging information.</pre> <pre> -C <num> The number of components to compute. (default: 20)</pre> <pre> -U Updates the class attribute as well. (default: off)</pre> <pre> -M Turns replacing of missing values on. (default: off)</pre> <pre> -A <SIMPLS|PLS1> The algorithm to use. (default: PLS1)</pre> <pre> -P <none|center|standardize> The type of preprocessing that is applied to the data. (default: center)</pre> ⌨️ 快捷键说明
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