27 Great Resources About Decision Trees

27 Great Resources About Decision Trees


This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation, outliers, regression, Python, R, Tensorflow, SVM, data reduction, feature selection, experimental design, time series, cross-validation, model fitting, dataviz, AI and many more. To keep receiving these articles, sign up on DSC.
27 Great Resources About Decision Trees

Customer Churn – Logistic Regression with R 
Predicting Flights Delay Using Supervised Learning, Logistic Regression 
Logistic Regression vs Decision Trees vs SVM: Part II 
Logistic Regression Vs Decision Trees Vs SVM: Part I 
Making data science accessible – Logistic Regression 
Logistic Regression using python 
Logistic Regression and Maximum Entropy explained with examples 
Decision tree vs Logistic Regression 
Excluding variables from a logistic regression model based on correlation 
Regression, Logistic Regression and Maximum Entropy +
Oversampling/Undersampling in Logistic Regression 
Fraud Detection using logistic regression 
Explaining variability in logistic regression 
Handling Imbalanced data when building regression models 
Multiple logistic Regression Power Analysis 
Model Accuracy – In logistic Regression 
Outliers in Logistic Regression 
Logistic Regression – Hosmer Lemeshow test 
Logistic regression intercept term not significant 
Cut off point in logistic regression 
Techniques to address very low event rate for Logistic Regression Model 
The best kept secret about linear and logistic regression 
Hidden Decision Trees vs. Decision Trees or Logistic Regression 
Logistic regression on large imbalance datasets 
Multinomial Logistic Regression Predicting Cluster Membership 
Introduction to Logistic Regression with R 
Logistic Regression – General concepts 

Source for picture: article flagged with a +
Other Data Science Topics

14 Timeless Reference Books
20 Big Data Repositories You Should Check Out
A Plethora of Data Set Repositories
Four Great Pictures Illustrating Machine Learning Concepts
15 Deep Learning Tutorials
11 Great Hadoop, Spark and Map-Reduce Articles
16 Great IoT Articles Published in 2016 
24 Core Articles About Data Science 
14 Great Articles and Tutorials on Clustering 
13 Great Articles and Tutorials about Correlation
26 Great Articles and Tutorials about Regression Analysis
10 Articles and Tutorials about Outliers
21 Great Articles and Tutorials on Time Series
15 Amazing Infographics and Other Visual Tutorials
Misuses of Statistics: Examples and Solutions
20 Cheat Sheets: Python, ML, Data Science, R, and More
20 Great Articles about AI
11 Great Articles About Natural Language Processing (NLP)
19 Interesting Articles About Excel
Six Great Articles About Quantum Computing and HPC
7 Great Articles About TensorFlow
15 Great Articles About Decision Trees

DSC Resources

Services: Hire a Data Scientist | Search DSC | Classifieds | Find a Job
Contributors: Post a Blog | Ask a Question
Follow us: @DataScienceCtrl | @AnalyticBridge


Link: 27 Great Resources About Decision Trees