libAbstract_learning.xml

<libAbstract_learning>
<ALPackageCreateClassify_GPpackage>
<shortName>CreateClassify</shortName>
<output>ALClassifier</output>
<status></status>
<input>ALClassifierCreator ALFloatMatrix </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageCreateClassify_GPpackage>

<ALPackageRandomForest_GPpackage>
<shortName>RandomForest</shortName>
<output>ALClassifier</output>
<status></status>
<input>ALFloatMatrix </input>
<inputNeedComplete>False </inputNeedComplete>
</ALPackageRandomForest_GPpackage>

<ALPackageClassify_GPpackage>
<shortName>Classify</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALClassifier ALFloatMatrix </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageClassify_GPpackage>

<ALPackageClassifyProb_GPpackage>
<shortName>ClassifyProb</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALClassifier ALFloatMatrix </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageClassifyProb_GPpackage>

<ALPackageClassifyProbValues_GPpackage>
<shortName>ClassifyProbValues</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALClassifier </input>
<inputNeedComplete>False </inputNeedComplete>
</ALPackageClassifyProbValues_GPpackage>

<ALPackageCrossValidateClassify_GPpackage>
<shortName>CrossValidateClassify</shortName>
<output>double</output>
<status></status>
<input>ALClassifierCreator ALFloatMatrix </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageCrossValidateClassify_GPpackage>

<ALPackageC45Tree_GPpackage>
<shortName>C45Tree</shortName>
<output>ALClassifier</output>
<status>ALDecisionTreeParameter </status>
<input>ALFloatMatrix </input>
<inputNeedComplete>False </inputNeedComplete>
</ALPackageC45Tree_GPpackage>

<ALPackageNBM_GPpackage>
<shortName>NBM</shortName>
<output>ALClassifier</output>
<status></status>
<input>ALFloatMatrix </input>
<inputNeedComplete>False </inputNeedComplete>
</ALPackageNBM_GPpackage>

<ALPackageC45TreeUnit_GPpackage>
<shortName>C45TreeUnit</shortName>
<output>ALClassifierSet</output>
<status>ALDecisionTreeParameter </status>
<input>ALFloatMatrix </input>
<inputNeedComplete>False </inputNeedComplete>
</ALPackageC45TreeUnit_GPpackage>

<ALPackageMergeClassifierSet_GPpackage>
<shortName>MergeClassifierSet</shortName>
<output>ALClassifierSet</output>
<status></status>
<input>ALClassifierSet ALClassifierSet </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageMergeClassifierSet_GPpackage>

<ALPackageComposeClassifierSet_GPpackage>
<shortName>ComposeClassifierSet</shortName>
<output>ALClassifier</output>
<status></status>
<input>ALClassifierSet </input>
<inputNeedComplete>False </inputNeedComplete>
</ALPackageComposeClassifierSet_GPpackage>

<ALPackageValidateMatrix_GPpackage>
<shortName>ValidateMatrix</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALIMatrixPredictor ALFloatMatrix </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageValidateMatrix_GPpackage>

<ALPackageValidateChain_GPpackage>
<shortName>ValidateChain</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALFloatPredictor ALLabeldData </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageValidateChain_GPpackage>

<ALPackageSuperLearning_GPpackage>
<shortName>SuperLearning</shortName>
<output>ALIMatrixPredictor</output>
<status></status>
<input>ALISuperviseLearner ALFloatMatrix </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageSuperLearning_GPpackage>

<ALPackageUnSuperLearning_GPpackage>
<shortName>UnSuperLearning</shortName>
<output>ALIMatrixPredictor</output>
<status></status>
<input>ALIUnSuperLearner ALFloatMatrix </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageUnSuperLearning_GPpackage>

<ALPackageLearn_GPpackage>
<shortName>Learn</shortName>
<output>ALFloatPredictor</output>
<status></status>
<input>ALIChainLearner ALLabeldData </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageLearn_GPpackage>

<ALPackageCreateDivider_GPpackage>
<shortName>CreateDivider</shortName>
<output>ALIChainLearner</output>
<status>ALDividerParameter </status>
<input>ALIChainLearner ALIChainLearner </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageCreateDivider_GPpackage>

<ALPackageCreateCGP_GPpackage>
<shortName>CreateCGP</shortName>
<output>ALIChainLearner</output>
<status>ALCGPParameter </status>
<input></input>
<inputNeedComplete></inputNeedComplete>
</ALPackageCreateCGP_GPpackage>

<ALPackageCreateRegress_GPpackage>
<shortName>CreateRegress</shortName>
<output>ALISuperviseLearner</output>
<status></status>
<input></input>
<inputNeedComplete></inputNeedComplete>
</ALPackageCreateRegress_GPpackage>

<ALPackageLabled_GPpackage>
<shortName>Labled</shortName>
<output>ALLabeldData</output>
<status></status>
<input>ALFloatDataChain double </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageLabled_GPpackage>

<ALPackageCrossValidate_GPpackage>
<shortName>CrossValidate</shortName>
<output>double</output>
<status></status>
<input>ALIChainLearner ALLabeldData </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageCrossValidate_GPpackage>

<ALPackageCombine_GPpackage>
<shortName>Combine</shortName>
<output>ALIChainLearner</output>
<status>ALARStructure </status>
<input>ALISuperviseLearner </input>
<inputNeedComplete>False </inputNeedComplete>
</ALPackageCombine_GPpackage>

<ALPackageCreateSVM_GPpackage>
<shortName>CreateSVM</shortName>
<output>ALClassifierCreator</output>
<status>ALSVMParameter </status>
<input></input>
<inputNeedComplete></inputNeedComplete>
</ALPackageCreateSVM_GPpackage>

<ALPackageCreateGMM_GPpackage>
<shortName>CreateGMM</shortName>
<output>ALClassifierCreator</output>
<status></status>
<input></input>
<inputNeedComplete></inputNeedComplete>
</ALPackageCreateGMM_GPpackage>

<ALPackageCreateLogicalRegress_GPpackage>
<shortName>CreateLogicalRegress</shortName>
<output>ALClassifierCreator</output>
<status></status>
<input></input>
<inputNeedComplete></inputNeedComplete>
</ALPackageCreateLogicalRegress_GPpackage>

<ALPackageCreateDecisionTree_GPpackage>
<shortName>CreateDecisionTree</shortName>
<output>ALClassifierCreator</output>
<status>ALDecisionTreeParameter </status>
<input></input>
<inputNeedComplete></inputNeedComplete>
</ALPackageCreateDecisionTree_GPpackage>

<ALPackageMatrixMerge_GPpackage>
<shortName>MatrixMerge</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALFloatMatrix ALFloatMatrix double double double double </input>
<inputNeedComplete>False False False False False False </inputNeedComplete>
</ALPackageMatrixMerge_GPpackage>

<ALPackageMatrixCrop_GPpackage>
<shortName>MatrixCrop</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALFloatMatrix double double </input>
<inputNeedComplete>False False False </inputNeedComplete>
</ALPackageMatrixCrop_GPpackage>

<ALPackageGDCompute_GPpackage>
<shortName>GDCompute</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALFloatMatrix ALGradientMethod ALFloatMatrix </input>
<inputNeedComplete>False False False </inputNeedComplete>
</ALPackageGDCompute_GPpackage>

<ALPackageMatrixPlus_GPpackage>
<shortName>MatrixPlus</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALFloatMatrix ALFloatMatrix </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageMatrixPlus_GPpackage>

<ALPackageMatrixPlusM_GPpackage>
<shortName>MatrixPlusM</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALFloatMatrix ALFloatMatrix </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageMatrixPlusM_GPpackage>

<ALPackageGDMatrixPrepare_GPpackage>
<shortName>GDMatrixPrepare</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALFloatMatrix ALFloatMatrix ALGradientMethod </input>
<inputNeedComplete>False False False </inputNeedComplete>
</ALPackageGDMatrixPrepare_GPpackage>

<ALPackageParameterInit_GPpackage>
<shortName>ParameterInit</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALGradientMethod </input>
<inputNeedComplete>False </inputNeedComplete>
</ALPackageParameterInit_GPpackage>

<ALPackageGDPredictorLoad_GPpackage>
<shortName>GDPredictorLoad</shortName>
<output>ALClassifier</output>
<status></status>
<input>ALGradientMethod ALFloatMatrix </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageGDPredictorLoad_GPpackage>

<ALPackageMatrixLinear_GPpackage>
<shortName>MatrixLinear</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALFloatMatrix double double </input>
<inputNeedComplete>False False False </inputNeedComplete>
</ALPackageMatrixLinear_GPpackage>

<ALPackageNormalizer_GPpackage>
<shortName>Normalizer</shortName>
<output>ALIMatrixTransformer</output>
<status></status>
<input>ALFloatMatrix </input>
<inputNeedComplete>False </inputNeedComplete>
</ALPackageNormalizer_GPpackage>

<ALPackageTransform_GPpackage>
<shortName>Transform</shortName>
<output>ALFloatMatrix</output>
<status></status>
<input>ALFloatMatrix ALIMatrixTransformer </input>
<inputNeedComplete>False False </inputNeedComplete>
</ALPackageTransform_GPpackage>

</libAbstract_learning>