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m_​020_​build_​model

Workflow

compare several regression models on historical "sales coefficient"
compare several regression models on historical "sales coefficient"
compare several regression models on historical "sales coefficient" regtreeTrainTesth2o_glmxgboost_tree_ensranforh2o_ranforxgboost_linear_enssort by RMSEgbm_regressh2o_gbmtrain.parquettest.parquetgbm_regress.zip 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 Column Rename(Regex) Numeric Scorer Parquet Reader Parquet Reader H2O Gradient Boosting MachineLearner (Regression) H2O Predictor(Regression) H2O to Table Joiner Model Writer compare several regression models on historical "sales coefficient" regtreeTrainTesth2o_glmxgboost_tree_ensranforh2o_ranforxgboost_linear_enssort by RMSEgbm_regressh2o_gbmtrain.parquettest.parquetgbm_regress.zipSimple 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 Column Rename(Regex) Numeric Scorer Parquet Reader Parquet Reader H2O Gradient Boosting MachineLearner (Regression) H2O Predictor(Regression) H2O to Table Joiner Model Writer

Download

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Resources

Nodes

m_​020_​build_​model consists of the following 50 nodes(s):

Plugins

m_​020_​build_​model contains nodes provided by the following 6 plugin(s):