Instance-based uncertainty estimation for gradient-boosted regression trees
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Updated
Jul 25, 2024 - Python
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gradient-boosted-regression-trees
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Predictive Uncertainty in Gradient-Boosted Regression Trees : A Muon Energy Reconstruction Case Study
uncertainty-quantification astroparticle-physics catboostregressor gradient-boosted-regression-trees energy-reconstruction
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Dec 19, 2023 - Python
Implemented a big data analysis on the NYC taxi trip records using spark cluster. The aim was to analyze huge dataset using distributed cluster computing framework like Apache-spark and develop a Machine Learning model to predict trip duration based on certain inputs.
python big-data apache-spark linear-regression jupyter-notebook kmeans-clustering gradient-boosted-regression-trees
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Jan 20, 2023 - Jupyter Notebook
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