Hub

60 results

Filter
Data Science
Machine learning Classification KNIME Analytics Prediction Onboarding Decision tree Random forest
  1. Workflow
    AutoML Regression and Classification Examples
    AutoML Automated machine learning Guided analytics
    +6
    This application is a simple example of AutoML with KNIME Software for regression and classification tasks. The key of this examp…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 03_AutoML_Deployment > 02_AutoML_Regression_and_Classification_Examples
    3
    knime
  2. Workflow
    2 Examples for Parameter Optimization Loops
    Parameter optimization Optimization Machine learning
    +2
    This workflow shows 2 examples of parameter optimization in a decision tree and in a logistic regression. In the decision tree we…
    knime > Examples > 04_Analytics > 11_Optimization > 06_Parameter_Optimization_two_examples
    3
    knime
  3. Workflow
    Data Science with KNIME - An Introduction to Data Science using Churn Prediction
    Learning KNIME Beginners Webinar
    +2
    This workflow illustrates how to do churn prediction with KNIME Analytics Platform.
    knime > Examples > 04_Analytics > 04_Classification_and_Predictive_Modelling > 11_DataScience_with_KNIME_an_Introduction
    3
    knime
  4. 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
  5. Workflow
    Analytics - Model Selection to Predict Flight Departure Delays
    Data science Machine learning Model selection
    +4
    This workflow trains a number of data analytics models and automatically selects the best model to predict departure delays from …
    knime > Examples > 50_Applications > 28_Predicting_Departure_Delays > 01_Analytics
    2
    knime
  6. Workflow
    Logistic Regression
    Classification Machine learning Prediction
    +5
    This workflow is an example of how to build a basic prediction / classification model using logistic regression.
    knime > Examples > 04_Analytics > 04_Classification_and_Predictive_Modelling > 06_Logistic_Regression
    2
    knime
  7. Workflow
    Linear Regression to calculate Price of a Lego set
    Linear regression Machine learning Data science
    +2
    The workflow trains a Linear Regression model to predict the price of a Lego set based on it's various features. It includes the …
    swantikag > Public > LinearRegression-LegoSet > LinearRegressionModel > LinearRegression-LegoSet
    1
    swantikag
  8. Workflow
    Run Jupyter in KNIME
    Jupyter and KNIME Decision Tree Classification Jupyter Integration
    +2
    This Workflow showcases how the Jupyter Notebooks can be integrated in KNIME. The Jupyter Notebook is responsible for feature tra…
    mpattadkal > Public > Jupyter Webinar > 01_Run Jupyter in KNIME > Run Jupyter in KNIME
    1
    mpattadkal
  9. 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
  10. Workflow
    Big Data Analytics - Model Selection to Predict Flight Departure Delays on Hive & Spark
    Data blending Data science Machine learning
    +7
    This workflow trains a number of data analytics models on Hadoop and Spark and automatically selects the best model to predict de…
    knime > Examples > 50_Applications > 28_Predicting_Departure_Delays > 02_Scaling_Analytics_w_BigData
    1
    knime
  11. 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
  12. Workflow
    Create an interactive dashboard in 3 steps: Netflix dataset
    Visualization Dashboard World map
    +3
    This workflow creates a visualization dashboard of the "Netflix Movies and TV Shows" dataset. The charts are grouped in component…
    knime > Examples > 03_Visualization > 02_JavaScript > 15_Interactive_dashboard_netflix_shows_advanced
    1
    knime
  13. 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
  14. Workflow
    Run Jupyter in KNIME
    Jupyter and KNIME Decision Tree Classification Jupyter Integration
    +5
    This Workflow showcases how the Jupyter Notebooks can be integrated in KNIME. The Jupyter Notebook is responsible for feature tra…
    marcialreyes > Public > Python Script Space > 05_Jupyter_Notebook > 01_Run_Jupyter_Notebook_in_KNIME
    0
    marcialreyes
  15. Workflow
    Training a Random Forest
    Classification Machine learning Prediction
    +9
    Training a decision tree and training a random forest of decision trees.
    atomnous > Public > 04_Classification_and_Predictive_Modelling > 09_Random_Forest
    0
    atomnous
  16. Workflow
    Logistic Regression (verificare se si è in overfitting)
    Classification Machine learning Prediction
    +6
    Per verificare se i valori elevati di accuratezza dell'algoritmo Logistic regression non siano dovuti ad overfitting, in questa v…
    falaimo > Public > KNIME Analytics Platform per Data Scientists, corso base > 06_Logistic_Regression (check overfitting)
    0
    falaimo
  17. 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…
    atomnous > Public > 04_Classification_and_Predictive_Modelling > 07_Decision_Tree
    0
    atomnous
  18. Workflow
    Logistic Regression
    Classification Machine learning Prediction
    +5
    This workflow is an example of how to build a basic prediction / classification model using logistic regression.
    atomnous > Public > 04_Classification_and_Predictive_Modelling > 06_Logistic_Regression
    0
    atomnous
  19. Workflow
    Run Jupyter in KNIME
    Jupyter and KNIME Decision Tree Classification Jupyter Integration
    +2
    This Workflow showcases how the Jupyter Notebooks can be integrated in KNIME. The Jupyter Notebook is responsible for feature tra…
    sven_guggenmos > Public > Run Jupyter in KNIME
    0
    sven_guggenmos
  20. Workflow
    Impact of Regularization in case of Logistic Regression
    Regularization Gauss Laplace
    +5
    The goal of this workflow is to analyze the impact of different priors in case of the logistic regression. The workflow therefore…
    atomnous > Public > 04_Classification_and_Predictive_Modelling > 08_Regularized_Logistic_Regression
    0
    atomnous