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Analyze online shopping platforms' customer behavior patterns, item returning patterns using machine learning.

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Online Shopping Analysis

Analyze online shopping platforms' customer behavior patterns, item returning patterns using machine learning.

Read this medium post to get an idea about this code context and decision trees.

Code Guide

feature selection/* : Visualizations and correlation analysis code.

Dataset_Schema.txt : Used Dataset's schema.

decision_tree_train_visualize_save.ipynb : Data loading, feature selecting, model creating, model training, model testing, model visualizing and structure diplaying, model saving.

Prediction_for_DataSet04.ipynb: Loading saved model, Predicting the item return indication using the build model for another part of the dataset.

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