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DT &C_​W3_​PracticeExercise_​Workflow- HR Attrition (9)

Decision Trees Unpruned Tree Pruned Tree Gradient Boosted Trees Default Hyperparameters Tuned Hyperparameters EDA - Univariate & Bivariate Analysis Data Preprocessing Random Stateset to 1 for the'Partitioning'node. Node 1Node 2Node 15Node 17Node 29Node 30Node 31Node 32Node 33PrunedNode 35Node 36UnprunedNode 38Node 39Node 40Node 41Node 42Node 43Node 46Node 47Node 48Node 49Node 50AttritionNumerical by attritionbusiness traveldepartmentenvironment satisfactionAll Numerical Varsjob satisfactionmarital statusover timestock option levelEnvironment satisfactionJob SatisfactionWork Life BalanceAgeRounding OffMonthly IncomeYears at Company CSV Reader Data Explorer One to Many Partitioning Gradient BoostedTrees Predictor Gradient BoostedTrees Predictor Gradient BoostedTrees Learner Scorer Scorer DecisionTree Learner Decision TreePredictor Decision TreePredictor DecisionTree Learner Decision TreePredictor Decision TreePredictor Scorer Scorer Scorer Scorer Gradient BoostedTrees Learner Gradient BoostedTrees Predictor Gradient BoostedTrees Predictor Scorer Scorer Bar Chart ConditionalBox Plot Crosstab (local) Crosstab (local) Crosstab (local) Linear Correlation Crosstab (local) Crosstab (local) Crosstab (local) Crosstab (local) Bar Chart Bar Chart Bar Chart GroupBy Round Double GroupBy GroupBy Decision Trees Unpruned Tree Pruned Tree Gradient Boosted Trees Default Hyperparameters Tuned Hyperparameters EDA - Univariate & Bivariate Analysis Data Preprocessing Random Stateset to 1 for the'Partitioning'node. Node 1Node 2Node 15Node 17Node 29Node 30Node 31Node 32Node 33PrunedNode 35Node 36UnprunedNode 38Node 39Node 40Node 41Node 42Node 43Node 46Node 47Node 48Node 49Node 50AttritionNumerical by attritionbusiness traveldepartmentenvironment satisfactionAll Numerical Varsjob satisfactionmarital statusover timestock option levelEnvironment satisfactionJob SatisfactionWork Life BalanceAgeRounding OffMonthly IncomeYears at Company CSV Reader Data Explorer One to Many Partitioning Gradient BoostedTrees Predictor Gradient BoostedTrees Predictor Gradient BoostedTrees Learner Scorer Scorer DecisionTree Learner Decision TreePredictor Decision TreePredictor DecisionTree Learner Decision TreePredictor Decision TreePredictor Scorer Scorer Scorer Scorer Gradient BoostedTrees Learner Gradient BoostedTrees Predictor Gradient BoostedTrees Predictor Scorer Scorer Bar Chart ConditionalBox Plot Crosstab (local) Crosstab (local) Crosstab (local) Linear Correlation Crosstab (local) Crosstab (local) Crosstab (local) Crosstab (local) Bar Chart Bar Chart Bar Chart GroupBy Round Double GroupBy GroupBy

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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: Ayan Dutta
Created at: 2022-02-28
On NodePit since: 2022-03-29
Last update: 2024-12-22
Created with KNIME version: v4.5.1

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