Topic: gradientboosting Goto Github

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aakashraina / salespredictor
gradientboosting,A sales predictor machine learning model.
User: aakashraina
machine-learning data-science scikit-learn pandas numpy xgboost jupyter-notebook random-forest gradientboosting

alaaelkhashap / apply-dt-bagging-boostingusing-handwritten-digits-data-set-
gradientboosting,Classification Handwritten Digits
User: alaaelkhashap
bagging classification decision-trees gradientboosting handwritten-digits-classication machine-learning python

alsgkals2 / ensemble_classification
gradientboosting,Ensemble_classification
User: alsgkals2
Home Page: https://github.com/alsgkals2/Ensemble_classification
bagging classification ensemble fusion gradientboosting regression voting

amir-rs / prediction-of-osteoporosis-with-ml-and-nn
gradientboosting,This project aims to detect bone fractures using machine learning and neural networks. It utilizes various machine learning models including AdaBoost, CatBoost, Logistic Regression, Random Forest, Support Vector Machine (SVM), XGBoost, Gradient Boosting, and LightGBM and and neural networks.
User: amir-rs
adaboost catboost gradientboosting lightgbm logistic-regression machine-learning neural-networks random-forest svm xgboost

ankand1601 / amazon-fine-food
gradientboosting,
User: ankand1601
machine-learning naive-bayes decision-trees random-forest gbdt gradientboosting logistic-regression exploratory-data-analysis kmeans-clustering agglomerative-clustering

ankit013 / catboost
gradientboosting,Implementing Catboost
User: ankit013
catboost catboost-model gradientboosting tree categorical-data shap hyperparameter-tuning

ankita-epari / capstone-project-global-terrorism-
gradientboosting,
User: ankita-epari
globalterrorism statisticalanalysis logisticregression pca smote kmeansclustering decisiontrees randomforest gradientboosting

ankur727 / nyc_taxi_trip_time_prediction
gradientboosting,ML - Supervised - Regression
User: ankur727
datetime gradientboosting matplotlib numpy pandas python random-forest seaborn sklearn

aprilyichenwang / kaggle_competition_predicting_homeprice
gradientboosting,apply machine learning algorithm, such as regression, tree methods, as well as a series of feature engineering to predict housing price
User: aprilyichenwang
exploratory-data-analysis gradientboosting kaggle-competition machine-learning-algorithms random-forest regression

aryamaansaha / employeeattrition
gradientboosting,This repository contains code that was used to predict employee attrition using machine learning methods.
User: aryamaansaha
decisiontree gradientboosting smote-sampling

aviban12 / addicition-prediction
gradientboosting,
User: aviban12
gradientboosting predictive-modeling

bharanianand / toyota-corolla
gradientboosting,Regression Analysis - Toyota Corolla price prediction
User: bharanianand
python regression ensemble lasso-regression ridge-regression knn-regression polynomial-regression bagging-trees pasting decisiontreeclassifier

cdalsania / credit_card_fraud_detection
gradientboosting,This project researched the credit card transaction dataset and tried various machine learning classification models on the dataset to determine the best model that would flag suspicious activity more accurately.
User: cdalsania
machine-learning machine-learning-algorithms scikit-learn scikitlearn-machine-learning smote oversampling undersampling creditcard-fraud logistic-regression random-forest

emanuelsommer / boosting_methods
gradientboosting,[xgboost/ tidymodels/ bookdown] Boosting methods for regression: Theory and application in R
User: emanuelsommer
tidymodels xgboost tree-based gradientboosting bookdown

evovest / evotrees.jl
gradientboosting,Boosted trees in Julia
Organization: evovest
Home Page: https://evovest.github.io/EvoTrees.jl/dev/
gradientboosting machine-learning julia gradient-boosting gbrt decision-tree regression quantile boosted-trees poisson

govardhan26 / heart-disease-blog
gradientboosting,This is a blog of how machine learning algorithms are used to detect if a person is prone to heart disease or not.
User: govardhan26
machine-learning machine-learning-algorithms heartdisease gradientboosting classification crossvalidation blog python adaboost logistic-regression

hncpr1992 / blogfeedbackproject
gradientboosting,
User: hncpr1992
feature-engineering gradientboosting machine-learning regression

jazaoo13 / weatherprediction
gradientboosting,This project focuses on predicting the weather for the next day using a classification model. Both RandomForest and GradientBoosting classifiers were tested with grid search for hyperparameter tuning. The dataset used for this project is available at Kaggle.
User: jazaoo13
classification cross-validation gradientboosting gridsearch hyperparameter-search machine-learning model-evaluation randomforest weather-prediction confidence-interval-estimation

jodiambra / interconnect-telecom-churn-predictions
gradientboosting,The telecom operator Interconnect would like to forecast churn of their clients. To ensure loyalty, those who are predicted to leave will be offered promotional codes and special plans.
User: jodiambra
Home Page: https://jodiambra.github.io/Interconnect-Telecom-Churn-Predictions/
adaboost catboost churn-prediction cross-validation eda gradientboosting gridsearchcv lightgbm machine-learning pipeline profile-report roc-auc smote xgboost

jwgwalton / credit_default_risk
gradientboosting,Entries for the Kaggle Home Credit Group credit default competition.
User: jwgwalton
gradientboosting kaggle python

luuisotorres / detectando-fraudes-de-cartao-de-credito-com-machine-learning
gradientboosting,Utilizando algoritmos de classificação para criar um modelo preditivo que seja capaz de detectar fraudes de cartão de crédito.
User: luuisotorres
Home Page: https://www.kaggle.com/code/lusfernandotorres/91-87-recall-with-ada-boost-cc-fraud-detection
adaboostclassifier classification-algorithm classification-model credit-card-fraud-detection data-science data-visualization decision-trees gradient-boosting gradientboosting machine-learning machine-learning-algorithms pandas python random-forest scikit-learn sklearn

majacaci00 / 2016_boston_marathon
gradientboosting,What factors influence runners
User: majacaci00
elasticnet regression-models regression-trees random-forest gradientboosting seaborn matplotlib altair

mgenthon / oc_p7
gradientboosting,
User: mgenthon
dashboard flask api lgbm lime heroku kaggle gradientboosting

ndtands / tabulardataproblem
gradientboosting,Classification in TabularDataset
User: ndtands
classification transformer ft-transformer periodic-embeddings tabtransformer explainable-ai deep-learning machine-learning piecewise-linear-encoding catboost

norhanzeid / telecom-customer-churn-prediction
gradientboosting,Data Science Project - Full Depth analysis AND Prediction Using Decision Tree and Random Forest
User: norhanzeid
confusion-matrix hyperparameter-tuning matplotlib-pyplot pandas random-forest-classifier seaborn visualization gradientboosting

ol0fmeistr / recruit-restaurant-visitor-forecasting
gradientboosting,Used Machine Learning and time series forecasting to help Japanese restaurants predict their daily visitor frequency for the next 2 weeks using restaurant reservation data from HPGReserve and AirREGI.
User: ol0fmeistr
knn machine-learning random-forest tabular-data gradientboosting xgboost

opennlp / large-scale-text-classification
gradientboosting,Large Scale benchmarking of state of the art text vectorizers
Organization: opennlp
machine-learning natural-language-processing text-classification python elmo word2vec glove flair-embeddings fasttext tf-idf-vectorizer feature-hashing flair random-forest svm-classifier adaboost gradientboosting logistic-regression

rajasri-kolli / cesareandelivery-prediction
gradientboosting,This study aimed to assess whether machine learning algorithms would outperform traditional modeling in developing a cesarean delivery prediction model among gravidas with morbid obesity (body mass index of ≥40 kg/m2) to determine whether a primary cesarean delivery may be beneficial.
User: rajasri-kolli
Home Page: https://doi.org/10.1016/j.xagr.2023.100276
gradientboosting lime machine-learning recursive-feature-elimination supervised-machine-learning support-vector-machines primarycesarean

ririraissa / hotel_cancelation_order
gradientboosting,When a customer places an order, the order may or may not be canceled later. To assist the hotel in minimizing losses it is necessary to analyze and predict the factors that lead customers to cancel their orders using machine learning model.
User: ririraissa
Home Page: https://drive.google.com/file/d/10-vEe8LrDyqL3rQ5xvTKSCPkE1MsJ-xp/view?usp=sharing
classification datascience gradientboosting hotelbooking logisticregression machinelearning randomforest

rohitinu6 / lung_cancer_prediction_using_machine_learning
gradientboosting,Lung Cancer Prediction using Machine Learning Algorithms
User: rohitinu6
adaboost data-analysis decision-trees gradientboosting knn logistic-regression machine-learning naivebayes neuralnetworks python

saranggalada / ml_superconductivity
gradientboosting,Predicting the Critical Temperature of Superconductors using numerous Machine Learning techniques along with a comparative analysis of their performances.
User: saranggalada
adaboost decision-trees dimensionality-reduction elasticnet ensemble-learning exploratory-data-analysis gradientboosting hyperparameter-tuning machine-learning pandas principal-component-analysis random-forest regression scikit-learn support-vector-machines

sarathchandrikak / ml-by-jovian
gradientboosting,Course Work on Machine Learning covering Supervised and Unsupervised Algorithms
User: sarathchandrikak
datavisualization decision-trees exploratory-data-analysis gradientboosting kaggle kmeans-clustering knn linear-regression logistic-regression machine-learning python random-forest supervised-learning unsupervised-learning

shihabmuhtasim / machinearning-model-weather-prediction-rain-snow-
gradientboosting, This project aims to address the challenge of predicting whether it will rain or snow in Hungary based on various meteorological variables.
User: shihabmuhtasim
artificial-intelligence datapreprocessing decesion-trees gradientboosting machine-learning naivebayesclassifier randomforest

tezzytezzy / caravan-insurance-policy
gradientboosting,Random Forest Classification
User: tezzytezzy
adaboosting decison-trees dendrogram ensemble-classifier feature-engineering gradientboosting gridsearchcv hyperparameter-tuning matplotlib numpy pandas random-forest scikit-learn

tianyiwangnova / 2020_project__starbucks_ad_campaign_optimization
gradientboosting,Based on the result data of an ad campaign experiment (randomly split the customers into control and experiemnt group), determine in the future what types of customers should be sent promotions to optimize the profit from ad
User: tianyiwangnova
machinelearning starbucks gradientboosting campaign-optimization sklearn

vrittigandhi / data_mining_project_22
gradientboosting,Predicting popularity of movies using the IMDb movies dataset with multiple regression algorithms such as XGBoost, Gradient Boosting, Regularization Regressors, and Stacking Regressor; Performed extensive data cleaning, feature engineering, and used transformation techniques such as winsorization and log-transformation
User: vrittigandhi
gradientboosting xgboost winsorization

wangrongsheng / classroom-peoplecount
gradientboosting,Classroom-PeopleCounting.
User: wangrongsheng
randomforest svm knn mlp naive-bayes gradientboosting