{"title":"Linear Discriminant Analysis Inversion","nodeType":"Manipulator","id":"*n0KS_t4gGEs6daD6","factoryName":"org.knime.base.node.stats.transformation.lda2.reverse.LDAReverseNodeFactory","factoryId":"org.knime.base.node.stats.transformation.lda2.reverse.LDAReverseNodeFactory","path":["Analytics","Mining","Linear Discriminant Analysis"],"owner":"knime","ownerAccountId":"account:team:b5f0848f-496d-4e6a-b869-fa3532248db7","description":"<p>This node inverts the transformation applied by the <i>Linear Discriminant Analysis Apply</i> node. Data in the space resulting from the <a href=\"http://en.wikipedia.org/wiki/Linear_discriminant_analysis\" rel=\"ugc nofollow noopener noreferrer\">Linear Discriminant Analysis (LDA)</a> are transformed back to the original space. Information that was lost by the LDA transformation cannot be recovered.</p>\n        ","shortDescription":"This node inverts a linear discriminant analysis transformation.","keywords":[],"deprecated":false,"streamable":true,"tags":["Analytics","Mining","Linear Discriminant Analysis","Streamable"],"icon":"data:image/png;base64,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","views":[],"inPorts":[{"objectClass":"org.knime.base.node.mine.transformation.port.TransformationPortObject","color":"1eb9dc","dataType":"Transformation","optional":false,"name":"Transformation model","description":"The original model that was used to transform the data."},{"objectClass":"org.knime.core.node.BufferedDataTable","color":"000000","dataType":"Table","optional":false,"name":"Table to transform","description":"Input table containing transformed data."}],"outPorts":[{"objectClass":"org.knime.core.node.BufferedDataTable","color":"000000","dataType":"Table","optional":false,"name":"Data in original space","description":"The reconstructed data from inverting the LDA transformation, and possibly the input data depending on the configuration."}],"dynInPorts":[],"dynOutPorts":[],"additionalSiteInformation":{"url":"https://update.knime.com/analytics-platform/5.12","trusted":true,"enabledByDefault":true,"name":"KNIME Analytics Platform 5.12 Update Site","version":"5.12.0"},"dialog":[{"sectionName":"Options","fields":[{"name":"Columns","description":"Select <b>all</b> columns containing the projected data.","optional":false},{"name":"Remove selected columns","description":"If checked, the selected columns are removed in the output table.","optional":false},{"name":"Fail if missing values are encountered","description":"If checked, execution fails when the selected columns contain missing values. Otherwise, rows containing missing values are ignored during computation.","optional":false}]}],"links":[],"kudos":[],"kudosCount":0,"bundleInformation":{"bundleVersion":"5.12.0.v202604281126","bundleName":"KNIME Statistic Nodes","bundleSymbolicName":"org.knime.stats","bundleVendor":"KNIME AG, Zurich, Switzerland","featureSymbolicName":"org.knime.features.stats","featureName":"KNIME Statistics Nodes","featureVersion":"5.12.0.v202604281126","featureVendor":"KNIME AG, Zurich, Switzerland","extensionId":"*G7WNikjPW2P03gXm"},"frequentSuccessors":[]}