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helpers

helpers

 
 

.gitignore

.gitignore

 
 

HR Data Visualization FINISHED.ipynb

HR Data Visualization FINISHED.ipynb

 
 

HR_Shap.ipynb

HR_Shap.ipynb

 
 

HR_clean.csv

HR_clean.csv

 
 

HR_data_raw.csv

HR_data_raw.csv

 
 

README.md

README.md

 
 

d3-decision-tree.html

d3-decision-tree.html

 
 

decision-tree-d3.ipynb

decision-tree-d3.ipynb

 
 

decision-tree.ipynb

decision-tree.ipynb

 
 

environment.yml

environment.yml

 
 

hr_data_short.csv

hr_data_short.csv

 
 

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decision-tree-notebook

Exercise building a decision tree in scikit learn for the HR "Will Gina quit" dataset.

Instructions

  1. Clean HR_data_raw.csv in OpenRefine
  2. Run decision tree notebook with cleaned data
  3. Load hrrules.json + d3tree.html in to thimble for visual tree

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Python notebook for decision tree exercise

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