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| <h2 title="Interface PmmlModelRunner" class="title">Interface PmmlModelRunner<I,R,P,S></h2> |
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| <pre>public interface <span class="typeNameLabel">PmmlModelRunner<I,R,P,S></span> |
| extends <a href="../../../../../org/apache/storm/pmml/runner/ModelRunner.html" title="interface in org.apache.storm.pmml.runner">ModelRunner</a></pre> |
| <div class="block"><p>Runner for models defined using PMML.</p></div> |
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| <td class="colFirst"><code><a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="type parameter in PmmlModelRunner">R</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html#extractRawInputs-I-">extractRawInputs</a></span>(<a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="type parameter in PmmlModelRunner">I</a> input)</code> |
| <div class="block">Extracts from the tuple the raw inputs that are to be scored according to the predictive model.</div> |
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| <td class="colFirst"><code><a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="type parameter in PmmlModelRunner">S</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html#predictScores-P-">predictScores</a></span>(<a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="type parameter in PmmlModelRunner">P</a> preProcInputs)</code> |
| <div class="block">Compute the predicted scores from the pre-processed inputs in the step above.</div> |
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| <td class="colFirst"><code><a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="type parameter in PmmlModelRunner">P</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html#preProcessInputs-R-">preProcessInputs</a></span>(<a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="type parameter in PmmlModelRunner">R</a> rawInputs)</code> |
| <div class="block">Pre process inputs, i.e., remove missing fields, outliers, etc</div> |
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| <code><a href="../../../../../org/apache/storm/pmml/runner/ModelRunner.html#scoredTuplePerStream-org.apache.storm.tuple.Tuple-">scoredTuplePerStream</a></code></li> |
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| <h4>extractRawInputs</h4> |
| <pre><a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="type parameter in PmmlModelRunner">R</a> extractRawInputs(<a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="type parameter in PmmlModelRunner">I</a> input)</pre> |
| <div class="block"><p>Extracts from the tuple the raw inputs that are to be scored according to the predictive model.</p></div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>input</code> - source from which to extract raw inputs</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>raw inputs</dd> |
| </dl> |
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| <h4>preProcessInputs</h4> |
| <pre><a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="type parameter in PmmlModelRunner">P</a> preProcessInputs(<a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="type parameter in PmmlModelRunner">R</a> rawInputs)</pre> |
| <div class="block"><p>Pre process inputs, i.e., remove missing fields, outliers, etc</p></div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>rawInputs</code> - that are to be preprocessed</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>preprocessed output</dd> |
| </dl> |
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| <h4>predictScores</h4> |
| <pre><a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="type parameter in PmmlModelRunner">S</a> predictScores(<a href="../../../../../org/apache/storm/pmml/runner/PmmlModelRunner.html" title="type parameter in PmmlModelRunner">P</a> preProcInputs)</pre> |
| <div class="block"><p>Compute the predicted scores from the pre-processed inputs in the step above.</p></div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>preProcInputs</code> - that are to be preprocessed</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>predicted scores</dd> |
| </dl> |
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