Modeling with Hyperopt and XGBoost, LightGBM, Catboost: Clickstream price prediction

Posted on Fri 11 March 2022 in regression • Tagged with regression, xgboost, catboost, lightgbm, hyperopt • 8 min read

Useful pipeline for regression prediction (straightforward features for downstream interpretation)


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Selecting categorical encoding: Clickstream price prediction

Posted on Mon 07 March 2022 in regression • Tagged with categorical encoding, regression, xgboost • 4 min read

Useful method for selection of categorical encoder


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Clickstream Prediction: Data Science project 9 of 500

Posted on Fri 04 March 2022 in Prediction • Tagged with regression • 3 min read

Introduction to the FailSafe project and the objectives of the Clickstream prediction


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