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Decision Tree

Key Data Science Algorithms in R

November 7, 2017May 16, 2021 / RP / Leave a comment

Here are few key algorithms implementation in R

  • Linear Regression
  • Logistic Regression
  • Decision Trees
  • Market Basket Analysis
  • Sentiment Analysis
  • Clustering 

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Decision Tree using Python Scikit

November 4, 2017May 16, 2021 / RP / 1 Comment

If you are not familiar with Decision Trees, please read this article first.

First let’s look at a very simple example on the Iris data-

Decision Tree in Python

Decision Tree in Python

Now let’s look at slightly more complex data-

Let’s first build a logistic regression model in Python using machine learning library Scikit. Please read here about the dataset and dummy coding.

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