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My Kaggle documents

Classify forest types based on information about the area

------------------- 2019.10.28 completed -------------------

This is a friendly kaggle learning, the dataset is clean and easy to understand.

  1. Do some exploratory study in R notebook, the url is Exploratory study in forest types with R

  2. Simply clean features and predict the results with some ML, the python notebook is First formal kaggle competition: Classify forest

A common task in machine learning pipelines is encoding categorical variables for a given algorithm in a format that allows as much useful signal as possible to be captured.

------------------- 2019.12.09 completed -------------------

Explore the categorical encoder in the preprocess of ML, the notebook is Encoding for category in my learning

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