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Decision tree
Classification Scorer ROC curve AuC Overall accuracy Education Machine learning Linear regression Prediction Analytics
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  1. Workflow
    Analyze Data by Training a Decision Tree Classifier for Churn Prediction
    Customer Intelligence CI Churn
    +5
    This workflow is an example of how to train a basic machine learning model for a churn prediction task. In this case, we use a De…
    knime > Beginners Space > 04_Analyze > 01_Analyze_Training_a_Churn_Predictor
    5
    knime
  2. Workflow
    Training a Decision Tree
    Classification Machine learning Prediction
    +6
    This workflow is an example of how to build a basic prediction / classification model using a decision tree. Dataset describes wi…
    knime > Examples > 04_Analytics > 04_Classification_and_Predictive_Modelling > 07_Decision_Tree
    3
    knime
  3. Workflow
    Challenge 23 - Modeling Churn Predictions - Solution
    Churn Decision tree Justknimeit
    +1
    Challenge 23 - Modeling Churn Predictions
    knime > Just KNIME It! > Challenge 23 - Churning Problem - Solution
    1
    alinebessa
  4. Workflow
    Random Forest, Gradient Boosted Trees, and TreeEnsemble
    Classification Machine learning Prediction
    +9
    This workflow solves a binary classification problem on the adult dataset using more advanced algorithms: - Random Forest - Gradi…
    rs1 > Public > Tree_Ensembles
    1
    rs1
  5. Workflow
    Training a Decision Tree
    Classification Machine learning Prediction
    +9
    Training a decision tree and training a random forest of decision trees. Adult.csv dataset describes US census information. Outpu…
    rs1 > Public > 09_Random_Forest
    1
    rs1
  6. Workflow
    Applying Optimized Threshold from Binary Calssification Inspector
    Machine Learning Classification Data Mining
    +7
    This workflow is made to show how to apply the threshold computed by the Binary Classification Inspector for new data. the thresh…
    paolotamag > Public > Applying_Optimized_Threshold_from_Binary_Calssification_Inspector
    1
    paolotamag
  7. Workflow
    09 Decision Tree Model - Solution
    Classification Decision tree Overall accuracy
    +3
    Solution to an exercise for training a classification model. Train and apply a decision tree model. Evaluate the model's performa…
    knime > Education > Self-Paced Courses > Archive > L1-DS KNIME Analytics Platform for Data Scientists - Basics (deprecated) > Solutions > 09 Decision Tree Model - Solution
    1
    knime
  8. Workflow
    Decision Tree with all its exports
    Machine learning Decision tree Sql
    +3
    A simple decision tree with all the possibilities to store the results (as PMML or Ruleset or SQL Code) and evaluation (ROC curve
    mlauber71 > Public > kn_example_decision_tree
    1
    mlauber71
  9. Workflow
    Lean Restocking Alert Signal: Training
    Backward feature elimination Random forest Decision tree
    +7
    This workflow implements an alarm system for bycicle restocking at Washington bike stations. The dataset is the bike dataset. Pro…
    knime > Examples > 50_Applications > 55_Bike_Restocking_Alert > 01_Bike_Restocking_Alert_Training_w_Feature_Selection
    1
    knime
  10. Workflow
    Training a Churn Predictor
    Customer Intelligence CI Churn
    +2
    This workflow is an example of how to train a basic machine learning model for a churn prediction task. In this case we use a Dec…
    knime > Examples > 50_Applications > 18_Churn_Prediction > 01_Training_a_Churn_Predictor
    1
    knime
  11. Workflow
    Training a Random Forest
    Classification Machine learning Prediction
    +11
    Training a decision tree and training a random forest of decision trees.
    knime > Examples > 04_Analytics > 04_Classification_and_Predictive_Modelling > 09_Random_Forest
    1
    knime
  12. Workflow
    Decision Tree
    TheGuideBook Decision Tree Classification
    +1
    Using the adult dataset, this workflow performs binary classification (income > or < 50K) using a Decision Tree. The target is th…
    knime > Academic Alliance > Guide to Intelligent Data Science > Example Workflows > Chapter8 > 01_DecisionTree
    1
    knime
  13. Node / Learner
    Decision Tree Learner
    Analytics Mining Decision Tree
    This node induces a classification decision tree in main memory. The target attribute must be nominal. The other attributes used …
    1
    knime
  14. Workflow
    09 Decision Tree and Classification Model Evaluation
    Classification Decision tree Overall accuracy
    +3
    Exercise for training a classification model. Train and apply a decision tree model. Evaluate the model's performance with scorin…
    oriensraymi > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > Exercises > 09 Decision Tree Model
    0
    oriensraymi
  15. Workflow
    09 Decision Tree and Classification Model Evaluation
    Classification Decision tree Overall accuracy
    +3
    Exercise for training a classification model. Train and apply a decision tree model. Evaluate the model's performance with scorin…
    vaclav_strnad > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > Exercises > 09 Decision Tree Model
    0
    vaclav_strnad
  16. Workflow
    09 Decision Tree Model - Solution
    Classification Decision tree Overall accuracy
    +3
    Solution to an exercise for training a classification model. Train and apply a decision tree model. Evaluate the model's performa…
    vaclav_strnad > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > Solutions > 09 Decision Tree Model - Solution
    0
    vaclav_strnad
  17. Workflow
    08 Decision Tree Model - Solution
    Classification Decision tree Scorer
    Solution to an exercise for training a decision tree model. Train, apply, and evaluate a decision tree model. CHECK YOUR ANSWERS:…
    baileke > IT 4015 Baileke Projects > L2-DW KNIME Analytics Platform for Data Wranglers - Advanced > Exercises > 08 Decision Tree Model
    0
    baileke
  18. Workflow
    09 Decision Tree Model - Solution
    Classification Decision tree Overall accuracy
    +3
    Solution to an exercise for training a classification model. Train and apply a decision tree model. Evaluate the model's performa…
    manuel1972 > Public > Self-Paced Courses > L1-DS KNIME Analytics Platform for Data Scientists - Basics > Solutions > 09 Decision Tree Model - Solution
    0
    manuel1972
  19. Workflow
    09 Decision Tree and Classification Model Evaluation
    Classification Decision tree Overall accuracy
    +3
    Exercise for training a classification model. Train and apply a decision tree model. Evaluate the model's performance with scorin…
    felipec15 > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > Exercises > 09 Decision Tree Model
    0
    felipec15
  20. Workflow
    KBL: Chapter 4 Exercise1
    Education KNIMEPress Partition
    +2
    Exercise on classification with decision tree
    andreaszultner > Public > BeginnersLuck > Chapter4 > Exercises > Exercise1
    0
    andreaszultner