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Blog - Predictive Nodes in KNIME

Linear Regression Decision Tree Time Series - ARIMA Atlantic HurricanerecordingsFilter out -999minimum pressurerecordsCreate:80% training set20% testing setBuild a linearregression modelMake predictions!Remove unneededcolumnsDataAttributesDynamicallyrename columnsfrom Data sourceCreate:60% training set40% testing setBuild a decision treemodel to predictthe Type columnEnsure the Typecolumn is a stringMake predictions!Remove unneededcolumnsNode 15Node 16Node 17Phoenix, AZcrime dataNode 30Node 31Node 32Node 33 CSV Reader Row Filter Partitioning Linear RegressionLearner RegressionPredictor Column Filter File Reader Table Creator Insert ColumnHeader Partitioning DecisionTree Learner Number To String Decision TreePredictor Column Filter Column Resorter Decision TreeTo Image Decision Treeto Ruleset CSV Reader Prep Data Partitioning ARIMA Predictor ARIMA Learner Linear Regression Decision Tree Time Series - ARIMA Atlantic HurricanerecordingsFilter out -999minimum pressurerecordsCreate:80% training set20% testing setBuild a linearregression modelMake predictions!Remove unneededcolumnsDataAttributesDynamicallyrename columnsfrom Data sourceCreate:60% training set40% testing setBuild a decision treemodel to predictthe Type columnEnsure the Typecolumn is a stringMake predictions!Remove unneededcolumnsNode 15Node 16Node 17Phoenix, AZcrime dataNode 30Node 31Node 32Node 33 CSV Reader Row Filter Partitioning Linear RegressionLearner RegressionPredictor Column Filter File Reader Table Creator Insert ColumnHeader Partitioning DecisionTree Learner Number To String Decision TreePredictor Column Filter Column Resorter Decision TreeTo Image Decision Treeto Ruleset CSV Reader Prep Data Partitioning ARIMA Predictor ARIMA Learner

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

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Created by: John Emery
Created at: 2023-01-27
On NodePit since: 2023-01-27
Last update: 2024-04-25
Created with KNIME version: v4.7.0

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