{"title":"SVM Predictor","nodeType":"Predictor","id":"*z4QawMJlTQW3cArl","factoryName":"org.knime.base.node.mine.svm.predictor2.SVMPredictorNodeFactory","factoryId":"org.knime.base.node.mine.svm.predictor2.SVMPredictorNodeFactory","path":["Analytics","Mining","SVM"],"owner":"knime","ownerAccountId":"account:team:b5f0848f-496d-4e6a-b869-fa3532248db7","description":"<p>This node uses a SVM model generated by the SVM learner node to predict the output for given values. Only the columns that have been used during training are used in the SVM learner. The output table will contain one extra column, which contains the prediction and optionally the class probabilities.</p>\n        ","shortDescription":"This node uses a SVM model generated by the SVM learner node to predict the output for given parameters.","keywords":["support vector machine"],"deprecated":false,"streamable":true,"tags":["Analytics","Mining","SVM","Streamable"],"icon":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAYAAAAf8/9hAAAAGXRFWHRTb2Z0d2FyZQBBZG9iZSBJbWFnZVJlYWR5ccllPAAAA3BpVFh0WE1MOmNvbS5hZG9iZS54bXAAAAAAADw/eHBhY2tldCBiZWdpbj0i77u/IiBpZD0iVzVNME1wQ2VoaUh6cmVTek5UY3prYzlkIj8+IDx4OnhtcG1ldGEgeG1sbnM6eD0iYWRvYmU6bnM6bWV0YS8iIHg6eG1wdGs9IkFkb2JlIFhNUCBDb3JlIDUuNi1jMDY3IDc5LjE1Nzc0NywgMjAxNS8wMy8zMC0yMzo0MDo0MiAgICAgICAgIj4gPHJkZjpSREYgeG1sbnM6cmRmPSJodHRwOi8vd3d3LnczLm9yZy8xOTk5LzAyLzIyLXJkZi1zeW50YXgtbnMjIj4gPHJkZjpEZXNjcmlwdGlvbiByZGY6YWJvdXQ9IiIgeG1sbnM6eG1wTU09Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC9tbS8iIHhtbG5zOnN0UmVmPSJodHRwOi8vbnMuYWRvYmUuY29tL3hhcC8xLjAvc1R5cGUvUmVzb3VyY2VSZWYjIiB4bWxuczp4bXA9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC8iIHhtcE1NOk9yaWdpbmFsRG9jdW1lbnRJRD0ieG1wLmRpZDowYjM2YWM5Ny01ZWJhLTQwZTctOTE4OS1iYmU4ZDdkMGYyNGUiIHhtcE1NOkRvY3VtZW50SUQ9InhtcC5kaWQ6MEFGNkE4RTY4NEIwMTFFNTlCODZDMzA0NTY3MzY5QkQiIHhtcE1NOkluc3RhbmNlSUQ9InhtcC5paWQ6MEFGNkE4RTU4NEIwMTFFNTlCODZDMzA0NTY3MzY5QkQiIHhtcDpDcmVhdG9yVG9vbD0iQWRvYmUgUGhvdG9zaG9wIENDIDIwMTUgKE1hY2ludG9zaCkiPiA8eG1wTU06RGVyaXZlZEZyb20gc3RSZWY6aW5zdGFuY2VJRD0ieG1wLmlpZDozMzg1MjdCNjM4NEUxMUU1OTk3MThDMzA3QzdERDI0QyIgc3RSZWY6ZG9jdW1lbnRJRD0ieG1wLmRpZDozMzg1MjdCNzM4NEUxMUU1OTk3MThDMzA3QzdERDI0QyIvPiA8L3JkZjpEZXNjcmlwdGlvbj4gPC9yZGY6UkRGPiA8L3g6eG1wbWV0YT4gPD94cGFja2V0IGVuZD0iciI/Ps/dVo8AAAI3SURBVHjajNNfSFNRHAfwc6+brttMV8tl9k9Tw0FllEkYWyARSAsf6kHIh6AHUZRqRBJYSfjUn4co7SEp2ZuQWCkYJWmzvyJk4cPAhg85Y5omwXTbbafvb/yi+7DQA5/tnnPu+d3fPb9zhRBiFm7DOJyCj/BE/GsqvAO3YUzMeKqtoNJkJ5yHPdANG+EE3OR7E2CBAcjhxT78/YIwBWiGpzRx92GJdOSm5+JSghfqOMghWIYxzqiAx7NVvmiin8Litcrj5/syLl3Lj5vMCgXpgKu8mIJs4kxOwhU4/PeVttNTB94ckCOfy5NefiiT5RXZvzmbT5z+ae63GDcoZbOsUcWtjl3qfZ9TrLeb92IoBKVwD1qhku5TjvdedC8Gwx7/hS4vMhDWzLSUAX0PQrKz/ZvUdTmP7gJsg3zK4JXmyPKKFVrt2c1K3/B+1VVp09AtgihsUbkcq2pUdD0uM3gf3sMoBbCNtvWUrLT4WU84VuUak29f/0zjg3YsuQeGKkyl2oPJQER66wPKj9kYHag7sMilbYB20/+euLyUEG0tXyNDL+Y1KcUchjbAMPRCMZ07CApUYevRR/Uh4zm4fL0gptk0mbXTkVi3I+cMxxwCHcq4T99HhDLwqGYTHV8xFVySrc2T0e+hWHrpuSqR53IqeMm5vuobNH0EAuDnKlTAQdrE/kRcpy9S1NVOKDPT0YDFnlmY53b2Y/EghgcNb7ab9+ALWLkSyUa1nYCaVVTTzkEaqfNHgAEAsOW3uJlVGpQAAAAASUVORK5CYII=","views":[],"inPorts":[{"objectClass":"org.knime.core.node.port.pmml.PMMLPortObject","color":"1469af","dataType":"PMML","optional":false,"name":"Trained SVM","description":"The model generated by the SVM Learner."},{"objectClass":"org.knime.core.node.BufferedDataTable","color":"000000","dataType":"Table","optional":false,"name":"Test Data","description":"Inport for the input table."}],"outPorts":[{"objectClass":"org.knime.core.node.BufferedDataTable","color":"000000","dataType":"Table","optional":false,"name":"Classification","description":"The input table, with (the class probabilities and) the prediction column appended to it."}],"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":"Custom prediction column name","description":"Allows you to specify a customized name for the prediction column that is appended to the input table. If not checked, <tt>Prediction(target)</tt> (where target is the name of the target column of the provided regression model) is used as default.","optional":false},{"name":"Append columns with normalized class distribution","description":"If selected, a column is appended for each class instance with the normalized probability of this row being a member of this class. The probability columns will have names like: <tt>P(targetColumn&#61;value)</tt> .","optional":false},{"name":"Probability column suffix","description":"Suffix for the probability columns.","optional":false}]}],"links":[],"kudos":[],"kudosCount":0,"bundleInformation":{"bundleVersion":"5.12.0.v202606261225","bundleName":"KNIME Base Nodes","bundleSymbolicName":"org.knime.base","bundleVendor":"KNIME AG, Zurich, Switzerland","featureSymbolicName":"org.knime.features.base","featureName":"KNIME Base nodes","featureVersion":"5.12.0.v202606261225","featureVendor":"KNIME AG, Zurich, Switzerland","extensionId":"*bjR3r1yWOznPIEXS"},"frequentSuccessors":[{"id":"*SMkaasH0Wn3tKqfo","factoryName":"org.knime.base.node.mine.scorer.accuracy.AccuracyScorerNodeFactory","probability":0.4677804295942721},{"id":"*AwzC_JyEuicS9pXC","factoryName":"org.knime.base.node.meta.xvalidation.AggregateOutputNodeFactory","probability":0.162291169451074},{"id":"*e3rnMYIl5BZphzl1","factoryName":"org.knime.base.node.viz.roc.ROCNodeFactory","probability":0.07756563245823389},{"id":"*ZgYyOm1P9VJVBE9e","factoryName":"org.knime.base.node.preproc.joiner.Joiner2NodeFactory","probability":0.032219570405727926},{"id":"*DOkyMaii62U05xZ1","factoryName":"org.knime.base.node.preproc.filter.column.DataColumnSpecFilterNodeFactory","probability":0.022673031026252982},{"id":"*Oy714gpoifm4PiOZ","factoryName":"org.knime.base.node.io.csvwriter.CSVWriterNodeFactory","probability":0.011933174224343675},{"id":"*OQlWyEt6N59f0jmF","factoryName":"org.knime.base.node.viz.property.color.ColorManager2NodeFactory","probability":0.00954653937947494},{"id":"*QUqps_kWbfHPBgyu","factoryName":"org.knime.base.node.mine.scorer.numeric.NumericScorerNodeFactory","probability":0.00954653937947494},{"id":"*6jI6GPZYQlWirx9J","factoryName":"org.knime.base.node.viz.table.TableNodeFactory","probability":0.00954653937947494},{"id":"*ER8zBgjMjWW8w1Fj","factoryName":"org.knime.js.base.node.scorer.ScorerNodeFactory","probability":0.008353221957040573}]}
