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11_​DataScience_​with_​KNIME_​an_​Introduction

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Data Science with KNIME - An Introduction to Data Science using Churn Prediction

This workflow illustrates how to do churn prediction with KNIME Analytics Platform.

Nodes

  • Column Filter6 ×
  • Column Rename6 ×
  • Column Appender5 ×
  • Component Input3 ×
  • Component Output3 ×
  • Partitioning3 ×
  • Random Forest Learner3 ×
  • Random Forest Predictor3 ×
  • Color Manager2 ×
  • Decision Tree Learner2 ×
  • Decision Tree Predictor2 ×
  • Scorer2 ×
  • Column Rename (Regex)1 ×
  • Column Selection Configuration1 ×
  • Data Explorer (JavaScript)1 ×
  • Equal Size Sampling1 ×
  • Excel Reader1 ×
  • Excel Reader (XLS)1 ×
  • File Reader1 ×
  • File Reader1 ×
  • Gradient Boosted Trees Learner1 ×
  • Gradient Boosted Trees Predictor1 ×
  • Integer Configuration1 ×
  • Joiner1 ×
  • Joiner1 ×
  • Logistic Regression Learner1 ×
  • Logistic Regression Predictor1 ×
  • Math Formula1 ×
  • Merge Variables1 ×
  • Naive Bayes Learner1 ×
  • Naive Bayes Predictor1 ×
  • Number To String1 ×
  • Number To String1 ×
  • Parameter Optimization Loop End1 ×
  • Parameter Optimization Loop Start1 ×
  • Rule Engine1 ×
  • Rule Engine Variable1 ×
  • Scatter Plot (JavaScript)1 ×
  • Scorer1 ×
  • Single Selection Configuration1 ×
  • Table Creator1 ×
  • Table Row to Variable1 ×

Extensions

  • FeatureKNIME Base nodes
  • FeatureKNIME Ensemble Learning Wrappers
  • FeatureKNIME Excel Support
  • FeatureKNIME JavaScript Views
  • FeatureKNIME JavaScript Views (Labs)
  • Show all 9 modules

Links

  • No links available

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: lars.schweikardt
Created at: 2019-11-21
On NodePit since: 2023-11-15
Last update: 2025-05-19
Created with KNIME version: v5.1.1
Tags: learning KNIMEbeginnerswebinarOnboardingData Science

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