Icon

Cross Validation Loop

Train the model to predict incomeApply the modelto the test setscoring metricsRead adult_joined.tableNode 14Node 15Node 16Node 17Node 18Node 19scoring metricsNode 22Node 23Node 24Node 25Train the modelto predict incomeNode 27Apply the modelto the test setNode 29Node 30Node 32Node 33Train the modelto predict incomeNode 35Apply the modelto the test setNode 37Node 38scoring metricsNode 41Only firstrowOnly parametercolumnsNode 44Partitioning DecisionTree Learner Decision TreePredictor Scorer (JavaScript) ROC Curve Table Reader Variable toTable Row Joiner RowID RowID Joiner X-Partitioner Scorer (JavaScript) ROC Curve Variable toTable Row Joiner RowID RowID DecisionTree Learner Joiner Decision TreePredictor X-Aggregator Variable toTable Row RowID RowID DecisionTree Learner Joiner Decision TreePredictor X-Aggregator X-Partitioner Scorer (JavaScript) ROC Curve Cross Joiner Row Filter Column Filter Column Appender Train the modelto predict incomeApply the modelto the test setscoring metricsRead adult_joined.tableNode 14Node 15Node 16Node 17Node 18Node 19scoring metricsNode 22Node 23Node 24Node 25Train the modelto predict incomeNode 27Apply the modelto the test setNode 29Node 30Node 32Node 33Train the modelto predict incomeNode 35Apply the modelto the test setNode 37Node 38scoring metricsNode 41Only firstrowOnly parametercolumnsNode 44Partitioning DecisionTree Learner Decision TreePredictor Scorer (JavaScript) ROC Curve Table Reader Variable toTable Row Joiner RowID RowID Joiner X-Partitioner Scorer (JavaScript) ROC Curve Variable toTable Row Joiner RowID RowID DecisionTree Learner Joiner Decision TreePredictor X-Aggregator Variable toTable Row RowID RowID DecisionTree Learner Joiner Decision TreePredictor X-Aggregator X-Partitioner Scorer (JavaScript) ROC Curve Cross Joiner Row Filter Column Filter Column Appender

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: apramod
Created at: 2023-01-02
On NodePit since: 2023-01-06
Last update: 2024-11-21
Created with KNIME version: v4.7.0

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!