regression-tree
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A collection of research papers on decision, classification and regression trees with implementations.
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Mar 16, 2024 - Python
Técnicas de Machine learning para previsão de tarifas de planos de saúde
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Feb 28, 2024 - Jupyter Notebook
Seminar paper: in the form of an article prepared in LaTech
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Jan 23, 2024 - R
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python
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Dec 26, 2023 - Python
For my Data Analytics subject I studied about car consumption habits depending on different factors collected in a survey made by Smartme Analytics.
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Dec 25, 2023 - R
Unlock profit potential with dynamic pricing! This machine learning project optimizes retail prices using regression trees, delving into price elasticity. Explore tools like Python, Pandas, and Matplotlib for robust analysis and decision-making in this data-driven pricing journey.
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Nov 24, 2023
Recursive Partitioning and Regression Trees adapted to Random Forests with more split functions
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Dec 7, 2022 - C
Random Forests built on top of rpart, with additional functionality, split functions and probability distributions.
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Nov 20, 2022 - R
The project aims to design machine learning algorithm which is able to predict energy densities of supercapacitors by using input data that is enriched from the results came from image processing techniques.
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Oct 21, 2022 - Jupyter Notebook
Age estimation is performed from the facial images.
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Sep 1, 2022 - MATLAB
Progetto di Metodi Avanzati di Programmazione (2020)
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Jul 10, 2022 - HTML
Kokomo is a competitor robot built for Robocode that uses regression tree based machine learning (called "Dynamic Segmentation" on the Robocode wiki) for its targeting strategy
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Oct 19, 2021 - Java
The thing of beauty in baseball is that each year we have a chance to see players making a leap. Like Jose Bautista, Jose Ramirez, Ben Zobrist, etc. This research aims to find out of these breakout players, the improvement of what stats are more responsible for their WAR and wRC+ gain.
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Jul 5, 2021 - Jupyter Notebook
Correlation between pitchers' weight, height, pitch type, pitch velocity, horizontal, vertical movement and their onset of Tommy John Surgery
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Jul 5, 2021 - Jupyter Notebook
Multiple Responses Subgroup Identification
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Mar 27, 2021 - C++
Progetto universitario volto alla creazione di un programma, che prendendo in input un dataset in forma testuale o da una tabella di un database, genera un albero di regressione per la predizione i dati
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Feb 13, 2021 - HTML
Classification And Regression Trees (CART) algorithm is a classification algorithm for building a decision tree based on Gini's impurity index as splitting criterion.
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Oct 10, 2020 - Jupyter Notebook
Machine learning assignments through the semester in Bogazici University
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Jun 30, 2020 - Jupyter Notebook
Soccer Player Transfer Value Prediction using Scikit-learn
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Mar 13, 2020 - Jupyter Notebook
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