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| <h2 title="Class StaticWordValueEncoder" class="title">Class StaticWordValueEncoder</h2> |
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| <li><a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html" title="class in org.apache.mahout.vectorizer.encoders">org.apache.mahout.vectorizer.encoders.FeatureVectorEncoder</a></li> |
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| <li><a href="../../../../../org/apache/mahout/vectorizer/encoders/WordValueEncoder.html" title="class in org.apache.mahout.vectorizer.encoders">org.apache.mahout.vectorizer.encoders.WordValueEncoder</a></li> |
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| <li>org.apache.mahout.vectorizer.encoders.StaticWordValueEncoder</li> |
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| <dt>Direct Known Subclasses:</dt> |
| <dd><a href="../../../../../org/apache/mahout/vectorizer/encoders/CachingStaticWordValueEncoder.html" title="class in org.apache.mahout.vectorizer.encoders">CachingStaticWordValueEncoder</a></dd> |
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| <pre>public class <span class="typeNameLabel">StaticWordValueEncoder</span> |
| extends <a href="../../../../../org/apache/mahout/vectorizer/encoders/WordValueEncoder.html" title="class in org.apache.mahout.vectorizer.encoders">WordValueEncoder</a></pre> |
| <div class="block">Encodes a categorical values with an unbounded vocabulary. Values are encoding by incrementing a |
| few locations in the output vector with a weight that is either defaulted to 1 or that is looked |
| up in a weight dictionary. By default, only one probe is used which should be fine but could |
| cause a decrease in the speed of learning because more features will be non-zero. If a large |
| feature vector is used so that the probability of feature collisions is suitably small, then this |
| can be decreased to 1. If a very small feature vector is used, the number of probes should |
| probably be increased to 3.</div> |
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| <code><a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#CONTINUOUS_VALUE_HASH_SEED">CONTINUOUS_VALUE_HASH_SEED</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#WORD_LIKE_VALUE_HASH_SEED">WORD_LIKE_VALUE_HASH_SEED</a></code></li> |
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| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/vectorizer/encoders/StaticWordValueEncoder.html#StaticWordValueEncoder-java.lang.String-">StaticWordValueEncoder</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> name)</code> </td> |
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| <td class="colFirst"><code>protected int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/vectorizer/encoders/StaticWordValueEncoder.html#hashForProbe-byte:A-int-java.lang.String-int-">hashForProbe</a></span>(byte[] originalForm, |
| int dataSize, |
| <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> name, |
| int probe)</code> |
| <div class="block">Provides the unique hash for a particular probe.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/vectorizer/encoders/StaticWordValueEncoder.html#setDictionary-java.util.Map-">setDictionary</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> dictionary)</code> |
| <div class="block">Sets the weighting dictionary to be used by this encoder.</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/vectorizer/encoders/StaticWordValueEncoder.html#setMissingValueWeight-double-">setMissingValueWeight</a></span>(double missingValueWeight)</code> |
| <div class="block">Sets the weight that is to be used for values that do not appear in the dictionary.</div> |
| </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code>protected double</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/vectorizer/encoders/StaticWordValueEncoder.html#weight-byte:A-">weight</a></span>(byte[] originalForm)</code> </td> |
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| <h3>Methods inherited from class org.apache.mahout.vectorizer.encoders.<a href="../../../../../org/apache/mahout/vectorizer/encoders/WordValueEncoder.html" title="class in org.apache.mahout.vectorizer.encoders">WordValueEncoder</a></h3> |
| <code><a href="../../../../../org/apache/mahout/vectorizer/encoders/WordValueEncoder.html#addToVector-byte:A-double-org.apache.mahout.math.Vector-">addToVector</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/WordValueEncoder.html#asString-java.lang.String-">asString</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/WordValueEncoder.html#getWeight-byte:A-double-">getWeight</a></code></li> |
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| <h3>Methods inherited from class org.apache.mahout.vectorizer.encoders.<a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html" title="class in org.apache.mahout.vectorizer.encoders">FeatureVectorEncoder</a></h3> |
| <code><a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#addToVector-byte:A-org.apache.mahout.math.Vector-">addToVector</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#addToVector-java.lang.String-double-org.apache.mahout.math.Vector-">addToVector</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#addToVector-java.lang.String-org.apache.mahout.math.Vector-">addToVector</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#bytesForString-java.lang.String-">bytesForString</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#getName--">getName</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#getProbes--">getProbes</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#hash-byte:A-byte:A-int-int-">hash</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#hash-byte:A-int-int-">hash</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#hash-java.lang.String-int-int-">hash</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#hash-java.lang.String-java.lang.String-int-int-">hash</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#hash-java.lang.String-java.lang.String-java.lang.String-java.lang.String-int-int-">hash</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#hashesForProbe-byte:A-int-java.lang.String-int-">hashesForProbe</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#isTraceEnabled--">isTraceEnabled</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#setProbes-int-">setProbes</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#setTraceDictionary-java.util.Map-">setTraceDictionary</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#trace-byte:A-int-">trace</a>, <a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#trace-java.lang.String-int-">trace</a></code></li> |
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| <h3>Constructor Detail</h3> |
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| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>StaticWordValueEncoder</h4> |
| <pre>public StaticWordValueEncoder(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> name)</pre> |
| </li> |
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| <ul class="blockList"> |
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| <h4>hashForProbe</h4> |
| <pre>protected int hashForProbe(byte[] originalForm, |
| int dataSize, |
| <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> name, |
| int probe)</pre> |
| <div class="block"><span class="descfrmTypeLabel">Description copied from class: <code><a href="../../../../../org/apache/mahout/vectorizer/encoders/FeatureVectorEncoder.html#hashForProbe-byte:A-int-java.lang.String-int-">FeatureVectorEncoder</a></code></span></div> |
| <div class="block">Provides the unique hash for a particular probe. For all encoders except text, this |
| is all that is needed and the default implementation of hashesForProbe will do the right |
| thing. For text and similar values, hashesForProbe should be over-ridden and this method |
| should not be used.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Overrides:</span></dt> |
| <dd><code><a href="../../../../../org/apache/mahout/vectorizer/encoders/WordValueEncoder.html#hashForProbe-byte:A-int-java.lang.String-int-">hashForProbe</a></code> in class <code><a href="../../../../../org/apache/mahout/vectorizer/encoders/WordValueEncoder.html" title="class in org.apache.mahout.vectorizer.encoders">WordValueEncoder</a></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>originalForm</code> - The original byte array value</dd> |
| <dd><code>dataSize</code> - The length of the vector being encoded</dd> |
| <dd><code>name</code> - The name of the variable being encoded</dd> |
| <dd><code>probe</code> - The probe number</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>The hash of the current probe</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="setDictionary-java.util.Map-"> |
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| </a> |
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| <h4>setDictionary</h4> |
| <pre>public void setDictionary(<a href="http://docs.oracle.com/javase/7/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> dictionary)</pre> |
| <div class="block">Sets the weighting dictionary to be used by this encoder. Also sets the missing value weight |
| to be half the smallest weight in the dictionary.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>dictionary</code> - The dictionary to use to look up weights.</dd> |
| </dl> |
| </li> |
| </ul> |
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| <h4>setMissingValueWeight</h4> |
| <pre>public void setMissingValueWeight(double missingValueWeight)</pre> |
| <div class="block">Sets the weight that is to be used for values that do not appear in the dictionary.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>missingValueWeight</code> - The default weight for missing values.</dd> |
| </dl> |
| </li> |
| </ul> |
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| <h4>weight</h4> |
| <pre>protected double weight(byte[] originalForm)</pre> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/mahout/vectorizer/encoders/WordValueEncoder.html#weight-byte:A-">weight</a></code> in class <code><a href="../../../../../org/apache/mahout/vectorizer/encoders/WordValueEncoder.html" title="class in org.apache.mahout.vectorizer.encoders">WordValueEncoder</a></code></dd> |
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