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extreme-gradient-boosting

Here are 25 public repositories matching this topic...

bkrai / Top-10-Machine-Learning-Methods-With-R

Includes top ten must know machine learning methods with R.

machine-learning random-forest naive-bayes-classifier pca-analysis logistic-regression decision-tree cluster-analysis market-basket-analysis extreme-gradient-boosting k-nearest-neighbor-classifier

Updated Mar 6, 2024

haghish / mlim

mlim: single and multiple imputation with automated machine learning

Updated Nov 8, 2023
R

eltontay / Ethereum-Fraud-Detection

Detecting Fraudulent Blockchain Accounts on Ethereum with Supervised Machine Learning

machine-learning time-series random-forest naive-bayes ethereum kaggle mining lightgbm logistic-regression support-vector-machine multi-layer-perceptron fraud-detection etherscan stacked-ensembles extreme-gradient-boosting

Updated Nov 18, 2022
Jupyter Notebook

anxxos / sp500-prediction-sentiment-xgboost

In this work an application of the Triple-Barrier Method and Meta-Labeling techniques is explored with XGBoost for the creation of a sentiment-based trading signal on the S&P 500 stock market index. The results confirm that sentiment data have predictive power, but a lot of work is to be carried out prior to implementing a strategy.

ensemble-learning news-sentiment stock-market-prediction extreme-gradient-boosting trading-strategy meta-labeling

Updated Feb 25, 2024
Jupyter Notebook

benedekrozemberczki / AV_Ultimate_Student_Hunt

Solution for the Ultimate Student Hunt Challenge (1st place).

competition machine-learning r kaggle data-engineering supervised-learning xgboost forecasting weather-forecast data-cleaning gradient-boosting analytics-vidhya-competition distributed-machine-learning winning-entry data-engineering-pipeline driven-data extreme-gradient-boosting student-hunt

Updated Mar 2, 2022
R

ryanschaub / Predicting-Loan-Interest-Rates

In this project we will be using the publicly available and Kaggle-popular LendingClub data set to train Linear Regression and Extreme Gradient Descent Boosted Decision Tree models to predict interest rates assigned to loans. First, we will clean and prepare the data. This includes feature removal, feature engineering, and string processing.The…

python machine-learning linear-regression decision-trees jupyter-notebooks interest-rates extreme-gradient-boosting

Updated Aug 17, 2018
Jupyter Notebook

Kaushikjas10 / Liquefaction-XGBoost-SHAP-Jas-Dodagoudar

This repository is associated with interpretable/explainable ML model for liquefaction potential assessment of soils. This model is developed using XGBoost and SHAP.

python machine-learning matlab artificial-intelligence geotechnical-engineering smote boosting synthetic-dataset-generation liquefaction extreme-gradient-boosting explainable-machine-learning shapley-additive-explanations smote-oversampler kmeans-smote

Updated Mar 28, 2024
Jupyter Notebook

samtwl / Machine-Learning

This repository contains several machine learning projects done in Jupyter Notebooks

machine-learning machine-learning-algorithms jupyter-notebook python3 topic-modeling logistic-regression decision-tree regularized-linear-regression multivariate-linear-regression machine-learning-models multi-class-classification gaussian-naive-bayes-implementation random-forest-regression gradient-boosting-regressor extreme-gradient-boosting

Updated Jun 10, 2019
Jupyter Notebook

mamomen1996 / R_CS_06

Sports Analytics in R (Gradient Boost approaches for Decision Tree in Regression problems)

data-science machine-learning r ml xgboost data-analysis gradient-descent stochastic-gradient-descent gradient-boosting extreme-gradient-boosting

Updated May 21, 2023
HTML

glapointe7 / Santander-Customer-Satisfaction

Kaggle challenge to predict if a customer is satisfied or dissatisfied with their banking experience.

data-science machine-learning data-mining r correlation data-visualization extreme-gradient-boosting

Updated May 7, 2016
HTML

Evilmaax / Automated_Fraud_Detection_Classifier

This repo contains the result of my computer science course: An automated tool to classify credit card transactions. Could be used with any dataset

data-science machine-learning credit-card fraud-detection extreme-gradient-boosting

Updated Aug 17, 2021
Python

glapointe7 / CaterpillarTubePricing

Kaggle challenge asking to predict how a supplier will quote a price on a given tube assembly.

data-science machine-learning data-mining r sql database random-forest data-visualization regression-models extreme-gradient-boosting

Updated Jul 13, 2016
HTML

CRDK1009 / Exploring-Planets

Algorithms used to confirm whether a celestial body is a planet or not.

random-forest-classifier gridsearchcv informed-search extreme-gradient-boosting imbalance-classification stacking-ensemble randomsearch-cv

Updated Jan 4, 2021
Jupyter Notebook

glapointe7 / HousePrices

Kaggle challenge asking to predict the final price of each home based on their description/properties.

data-science machine-learning data-mining r random-forest data-visualization regression-models anomaly-detection lasso-regression-model extreme-gradient-boosting

Updated Apr 24, 2017
HTML

ameybhole / Predicting-hospital-readmission

Code for the project "Predicting hospital readmission of diabetic patients using ensemble learning"

random-forest naive-bayes-classifier ensemble-learning logistic-regression knn-classifier extreme-gradient-boosting

Updated Sep 27, 2021
R

glapointe7 / ShelterAnimalOutcomes

Kaggle challenge asking to predict the outcome for each animal of the shelter.

data-science machine-learning data-mining r data-visualization classification regression-models extreme-gradient-boosting

Updated Aug 6, 2016
HTML

jarred13 / Predicting_Quality_of_Wine

Using data to help us choice high quality wine

machine-learning deep-learning keras classification wine wine-quality extreme-gradient-boosting machine-learning-explainability wine-quality-prediction dense-layers uci-dataset

Updated Feb 18, 2023
Jupyter Notebook

mumtaz4118 / Credit-Card-Fraud-Detection

Credit Card Fraud Detection using Extreme Gradient Boosting

python data-science machine-learning fraud-detection extreme-gradient-boosting credit-card-fraud-detection

Updated Feb 8, 2023
Jupyter Notebook

absaw / trauma-data-analysis

Integrative Biomechanical and Clinical Features Predict In-Hospital Trauma Mortality

logistic-regression binary-classification support-vector-classifier random-forest-classifier neural-net extreme-gradient-boosting

Updated Apr 22, 2024
Jupyter Notebook

LinggarM / Ensemble-Learning-Comparison-on-Diabetes-Classification

Comparison of ensemble learning methods on diabetes disease classification with various datasets

python machine-learning ensemble-learning adaboost stacking gradient-boosting boosting bagging ensemble-machine-learning ensemble-methods diabetes-prediction extreme-gradient-boosting stacking-ensemble bagging-ensemble light-gradient-boosting-machine boosting-ensemble cat-boost

Updated Nov 6, 2023
Jupyter Notebook

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