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m_​020_​build_​model

compare several regression models on historical unemployment data

compare several regression models on historical unemployment data

compare several regression models on historical unemployment data test_2009_2017.table train_2008_2016.tableregtreeTrainTest=> 2nd best modelh2o_glmxgboost_tree_ensranforh2o_ranforxgboost_linear_enssort by RMSEgbm_regressconvert modelto MOJOh2o_glm.zipResult ofH2O AutoML/script/m_025_h2o_automl_regression.ipynbAutoML modelh2o_automlweka_linearregressweka_smoreg=> best modelweka_ibkmodel.zipTable Reader Table Reader 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 H2O Model to MOJO H2O MOJO Writer H2O MOJO Reader H2O MOJO Predictor(Regression) Column Rename(Regex) Numeric Scorer Joiner LinearRegression(3.7) Weka Predictor(3.7) Numeric Scorer Column Rename(Regex) Joiner Column Rename(Regex) Weka Predictor(3.7) Numeric Scorer SMOreg (3.7) Joiner IBk (3.7) Weka Predictor(3.7) Numeric Scorer Column Rename(Regex) Joiner Weka ClassifierWriter (3.7) compare several regression models on historical unemployment data test_2009_2017.tabletrain_2008_2016.tableregtreeTrainTest=> 2nd best modelh2o_glmxgboost_tree_ensranforh2o_ranforxgboost_linear_enssort by RMSEgbm_regressconvert modelto MOJOh2o_glm.zipResult ofH2O AutoML/script/m_025_h2o_automl_regression.ipynbAutoML modelh2o_automlweka_linearregressweka_smoreg=> best modelweka_ibkmodel.zipTable Reader Table Reader 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 H2O Model to MOJO H2O MOJO Writer H2O MOJO Reader H2O MOJO Predictor(Regression) Column Rename(Regex) Numeric Scorer Joiner LinearRegression(3.7) Weka Predictor(3.7) Numeric Scorer Column Rename(Regex) Joiner Column Rename(Regex) Weka Predictor(3.7) Numeric Scorer SMOreg (3.7) Joiner IBk (3.7) Weka Predictor(3.7) Numeric Scorer Column Rename(Regex) Joiner Weka ClassifierWriter (3.7)

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