Icon

Regression_​Random Forest

extract XLSsheets(per file)start firstloop(through file names)start second loop(through sheetsper file)importExcel SheetsSelect all targetcolumns (only target columns should be in include) Each iterationone of the target columns is inthe data set. In addition aflow variable with thename of the current targetcolumn is created Append modelto tableAdd column with current target by usingthe flow variable createdby the Column LoopStart nodeCollect result from the differentinterationsCreatei trainingand test setSave trained model to cellEvaluate modelNode 112read file namesfrom folderNode 122Node 123Node 124Node 125Node 126Node 127Node 128Node 129Read ExcelSheet Names Table Row ToVariable Loop Start Table Row ToVariable Loop Start Excel Reader Column ListLoop Start Column Appender ConstantValue Column Loop End Partitioning Model to Cell Numeric Scorer Transpose List Files/Folders Table Reader Cell To Model Random Forest Learner(Regression) Random Forest Predictor(Regression) Column ListLoop Start Loop End Excel Reader Random Forest Predictor(Regression) extract XLSsheets(per file)start firstloop(through file names)start second loop(through sheetsper file)importExcel SheetsSelect all targetcolumns (only target columns should be in include) Each iterationone of the target columns is inthe data set. In addition aflow variable with thename of the current targetcolumn is created Append modelto tableAdd column with current target by usingthe flow variable createdby the Column LoopStart nodeCollect result from the differentinterationsCreatei trainingand test setSave trained model to cellEvaluate modelNode 112read file namesfrom folderNode 122Node 123Node 124Node 125Node 126Node 127Node 128Node 129Read ExcelSheet Names Table Row ToVariable Loop Start Table Row ToVariable Loop Start Excel Reader Column ListLoop Start Column Appender ConstantValue Column Loop End Partitioning Model to Cell Numeric Scorer Transpose List Files/Folders Table Reader Cell To Model Random Forest Learner(Regression) Random Forest Predictor(Regression) Column ListLoop Start Loop End Excel Reader Random Forest Predictor(Regression)

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: 5D623CA2626A
Created at: 2023-09-07
On NodePit since: 2023-10-18
Last update: 2024-11-21
Created with KNIME version: v4.7.6

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

Try NodePit Runner!