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m_​120_​build_​model_​one_​year

compare several regression models on historical unemployment data

compare several regression models on historical unemployment data

compare several regression models on historical unemployment data Node 3Node 4regtreeNode 7TrainTestNode 10Node 11Node 12h2o_glmNode 16Node 17Node 18xgboost_tree_ensNode 20Node 21Node 22Node 23ranforNode 26Node 27Node 28Node 29h2o_ranforNode 32Node 33xgboost_linear_ensNode 35Node 36Node 37Node 38sort by RMSENode 40Node 41gbm_regressNode 44train_2018_2016.parquettest_2017.table.parquet Simple RegressionTree Learner Simple RegressionTree Predictor Numeric Scorer Column Rename(Regex) H2O Local Context Table to H2O Table to H2O H2O Generalized LinearModel Learner (Regression) H2O Predictor(Regression) H2O to Table Column Rename(Regex) Numeric Scorer XGBoost Predictor(Regression) XGBoost Tree EnsembleLearner (Regression) Numeric Scorer Column Rename(Regex) Joiner Joiner Random Forest Learner(Regression) Random Forest Predictor(Regression) Numeric Scorer Column Rename(Regex) Joiner H2O Random ForestLearner (Regression) H2O Predictor(Regression) H2O to Table Numeric Scorer Column Rename(Regex) Joiner XGBoost Linear EnsembleLearner (Regression) Column Rename(Regex) XGBoost Predictor(Regression) Numeric Scorer Joiner Transpose Sorter Gradient Boosted TreesLearner (Regression) Gradient Boosted TreesPredictor (Regression) Numeric Scorer Column Rename(Regex) Joiner Parquet Reader Parquet Reader compare several regression models on historical unemployment data Node 3Node 4regtreeNode 7TrainTestNode 10Node 11Node 12h2o_glmNode 16Node 17Node 18xgboost_tree_ensNode 20Node 21Node 22Node 23ranforNode 26Node 27Node 28Node 29h2o_ranforNode 32Node 33xgboost_linear_ensNode 35Node 36Node 37Node 38sort by RMSENode 40Node 41gbm_regressNode 44train_2018_2016.parquettest_2017.table.parquetSimple RegressionTree Learner Simple RegressionTree Predictor Numeric Scorer Column Rename(Regex) H2O Local Context Table to H2O Table to H2O H2O Generalized LinearModel Learner (Regression) H2O Predictor(Regression) H2O to Table Column Rename(Regex) Numeric Scorer XGBoost Predictor(Regression) XGBoost Tree EnsembleLearner (Regression) Numeric Scorer Column Rename(Regex) Joiner Joiner Random Forest Learner(Regression) Random Forest Predictor(Regression) Numeric Scorer Column Rename(Regex) Joiner H2O Random ForestLearner (Regression) H2O Predictor(Regression) H2O to Table Numeric Scorer Column Rename(Regex) Joiner XGBoost Linear EnsembleLearner (Regression) Column Rename(Regex) XGBoost Predictor(Regression) Numeric Scorer Joiner Transpose Sorter Gradient Boosted TreesLearner (Regression) Gradient Boosted TreesPredictor (Regression) Numeric Scorer Column Rename(Regex) Joiner Parquet Reader Parquet Reader

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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: m_lauber
Created at: 2020-01-04
On NodePit since: 2020-01-05
Last update: 2024-04-25
Created with KNIME version: v4.1.0

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