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98 changes: 98 additions & 0 deletions
98
...s-pmml/src/main/resources/org/drools/pmml/pmml_4_1/compiler/bayes/naiveBayes_compiler.drl
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,98 @@ | ||
| package org.drools.pmml.pmml_4_1.compiler; | ||
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| import org.dmg.pmml.pmml_4_1.descr.*; | ||
| import java.util.*; | ||
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| rule "SVMRoot" | ||
| when | ||
| $nbm : NaiveBayesModel() | ||
| then | ||
| utils.applyTemplate( "naiveBayesDeclare.drlt", utils, registry, null, theory ); | ||
| end | ||
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| rule "visitNaiveBayes_context" | ||
| salience -9 | ||
| when | ||
| $nbm : NaiveBayesModel( $name : modelName ) | ||
| then | ||
| utils.context = utils.compactUpperCase( $name ); | ||
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| HashMap map = new HashMap( 3 ); | ||
| map.put( "type","NaiveBayesModel" ); | ||
| map.put( "name", utils.context ); | ||
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| utils.applyTemplate( "modelMark.drlt", utils, registry, map, theory ); | ||
| end | ||
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| rule "visitNaiveBayes_inputs" | ||
| salience -9 | ||
| when | ||
| $nbm : NaiveBayesModel( $name : modelName, $info : extensionsAndBayesOutputsAndBayesInputs, $thold : threshold ) | ||
| BayesOutput( this memberOf $info, $tgtFld : fieldName ) | ||
| TypeOfField( $tgtFld, $type ; ) | ||
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| BayesInputs( this memberOf $info, $inputs : bayesInputs ) | ||
| $bin : BayesInput( this memberOf $inputs, $fld : fieldName, $pairs : pairCounts, $dfld : derivedField == null ) | ||
| then | ||
| utils.context = utils.compactUpperCase( $name ); | ||
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| HashMap map = new HashMap( 7 ); | ||
| map.put( "name", utils.context ); | ||
| map.put( "threshold", $thold ); | ||
| map.put( "field", utils.compactUpperCase( $fld ) ); | ||
| map.put( "datatype", $type ); | ||
| map.put( "pairs", $pairs ); | ||
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| utils.applyTemplate( "naiveBayesBuildCounts.drlt", utils, registry, map, theory ); | ||
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| utils.applyTemplate( "naiveBayesEval.drlt", utils, registry, map, theory ); | ||
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| end | ||
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| rule "visitNaiveBayes_inputs_with_discretized_fields" | ||
| salience -9 | ||
| when | ||
| $nbm : NaiveBayesModel( $name : modelName, $info : extensionsAndBayesOutputsAndBayesInputs, $thold : threshold ) | ||
| BayesOutput( this memberOf $info, $tgtFld : fieldName ) | ||
| TypeOfField( $tgtFld, $type ; ) | ||
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| BayesInputs( this memberOf $info, $inputs : bayesInputs ) | ||
| $bin : BayesInput( this memberOf $inputs, $pairs : pairCounts, $dfld : derivedField != null ) | ||
| $dfl : DerivedField( this == $dfld, $fld : name ) | ||
| then | ||
| utils.context = utils.compactUpperCase( $name ); | ||
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| HashMap map = new HashMap( 5 ); | ||
| map.put( "name", utils.context ); | ||
| map.put( "field", utils.compactUpperCase( $fld ) ); | ||
| map.put( "datatype", $type ); | ||
| map.put( "pairs", $pairs ); | ||
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| utils.applyTemplate( "naiveBayesBuildCounts.drlt", utils, registry, map, theory ); | ||
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| utils.applyTemplate( "naiveBayesEval.drlt", utils, registry, map, theory ); | ||
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| end | ||
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| rule "visitNaiveBayes_outputs" | ||
| salience -9 | ||
| when | ||
| $nbm : NaiveBayesModel( $name : modelName, $info : extensionsAndBayesOutputsAndBayesInputs, $thold : threshold ) | ||
| BayesOutput( this memberOf $info, $fld : fieldName, $tvc : targetValueCounts ) | ||
| TypeOfField( $fld, $type ; ) | ||
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| then | ||
| utils.context = utils.compactUpperCase( $name ); | ||
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| HashMap map = new HashMap( 7 ); | ||
| map.put( "name", utils.context ); | ||
| map.put( "threshold", $thold ); | ||
| map.put( "field", utils.compactUpperCase( $fld ) ); | ||
| map.put( "datatype", $type ); | ||
| map.put( "tvc", $tvc ); | ||
| utils.applyTemplate( "naiveBayesBuildOuts.drlt", utils, registry, map, theory ); | ||
| end |
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43 changes: 43 additions & 0 deletions
43
...main/resources/org/drools/pmml/pmml_4_1/templates/models/bayes/naiveBayesBuildCounts.drlt
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,43 @@ | ||
| @comment{ | ||
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| Copyright 2011 JBoss Inc | ||
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| Licensed under the Apache License, Version 2.0 (the "License"); | ||
| you may not use this file except in compliance with the License. | ||
| You may obtain a copy of the License at | ||
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| http://www.apache.org/licenses/LICENSE-2.0 | ||
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| Unless required by applicable law or agreed to in writing, software | ||
| distributed under the License is distributed on an "AS IS" BASIS, | ||
| WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| See the License for the specific language governing permissions and | ||
| limitations under the License. | ||
| } | ||
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| @comment{ | ||
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| } | ||
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| @declare{'naiveBayesBuildCounts'} | ||
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| rule "BuildCounts_@{name}_@{field}" | ||
| dialect "mvel" | ||
| when | ||
| ModelMarker( "@{name}" ; enabled == true ) | ||
| then | ||
| map = new java.util.HashMap(); | ||
| bc = new BayesCounts( "@{name}", "@{field}", map, null ); | ||
| @foreach{ pair : pairs } | ||
| map.put( "@{ pair.value }", [ @foreach{ tvc : pair.targetValueCounts.targetValueCounts } @{ tvc.count } @end{ ',' } ] ); | ||
| @end{} | ||
| insertLogical( bc ); | ||
| end | ||
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| @end{} | ||
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| @includeNamed{'naiveBayesBuildCounts'} |
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