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boosting-ensemble

Here are 64 public repositories matching this topic...

Yemi-Ak / Ensemble-Techniques-EasyVisa

Analyze the data of Visa applicants, build a predictive model to facilitate the process of visa approvals, and based on important factors that significantly influence the Visa status recommend a suitable profile for the applicants for whom the visa should be certified or denied.

eda xgboost hyperparameter-tuning gradient-boosting-classifier gridsearchcv datapreprocessing bagging-ensemble boosting-ensemble customerprofiles stacking-classifier

Updated May 9, 2023
Jupyter Notebook

nitinpalla / AIML

Personal projects on AI and ML

random-forest exploratory-data-analysis transformers data-manipulation hyperparameter-tuning nlp-machine-learning cnn-model smote bagging boosting-ensemble large-language-models prompt-engineering

Updated Feb 1, 2024
Jupyter Notebook

jElhamm / Model-Ensembles-Boosting-In-Machine-Learning

"This repository contains implementations of Boosting method, popular techniques in Model Ensembles, aimed at improving predictive performance by combining multiple models. by using titanic database."

python machine-learning module jupyter-notebook data-analysis boosting-algorithms datamining boosting database-analysis machine-learning-models numpy-library pandas-library machine-learning-projects sklearn-library boosting-machine matplotlib-python model-ensemble boosting-ensemble datamining-algorithms

Updated Jun 27, 2024
Jupyter Notebook

CHYMEE / Quality-Metric-of-Global-Ecological-Footprint

Second project worked on at Hamoye Internship involving a classification problem.

matrix logistic ensemble logistic-regression confusion bagging-ensemble boosting-ensemble

Updated Sep 7, 2022
Jupyter Notebook

vasatodorovic / ToxicityOfMolecules

Project on course "Data Mining 2"

machine-learning data-mining feature-selection decision-tree-classifier svm-classifier ensemble-classifier random-forest-classifier ada-boost-classifier rfe corelation-of-features boosting-ensemble smote-algorithm variance-threshold select-k-best bagging-classifier

Updated Sep 4, 2023
Jupyter Notebook

SINGHxTUSHAR / Assignment-61

ensemble bagging-ensemble boosting-ensemble

Updated Oct 16, 2023
Jupyter Notebook

Data_Science

bautidea / Data_Science

python numpy regex scikit-learn plotly pandas seaborn xgboost scipy data-analysis matplotlib data-wrangling statsmodels shap streamlit bagging-ensemble boosting-ensemble

Updated Feb 20, 2024
Jupyter Notebook

StrangeCoder1729 / FinancialFraudDetectionModels

Developed and evaluated machine learning and deep learning models for detecting financial fraud.

python finance machine-learning deep-learning neural-network naive-bayes-classifier artificial-neural-networks logistic-regression convolutional-neural-network decision-tree-classifier knn-classification ensemble-classifier random-forest-classifier xgboost-classifier financial-fraud bagging-ensemble boosting-ensemble financial-fraud-detection

Updated May 12, 2024
Jupyter Notebook

SudeepSinha09 / Kaggle-Marketing_Strategy-Personalised_Offer-Problem

The Personalized Offer Marketing Strategy project develops a marketing strategy for a restaurant that offers personalized discounts/offers. It uses a survey to understand user behavior and machine learning algorithms to develop a personalized marketing strategy. The outcomes will increase revenue and customer satisfaction.

python machine-learning numpy sklearn machine-learning-algorithms cross-validation pandas kaggle kaggle-competition classification kaggle-dataset bagging-ensemble boosting-ensemble

Updated Apr 11, 2023
Jupyter Notebook

kongju7 / my_project1_2

Personal projects 1 & 2

machine-learning rfm-analysis market-analysis xgboost-classifier customer-analysis lightgbm-classifier boosting-ensemble

Updated May 9, 2024
Jupyter Notebook

TrilokiDA / Medication-Compliance-Forecasting

machine-learning random-forest hackerrank xgboost forecasting classification ensemble-learning compliance medication bagging-ensemble medication-compliance-forecasting boosting-ensemble

Updated Sep 17, 2020
Jupyter Notebook

harjeet-blue / Ensemble-Learning-Bagging-and-Boosting

Ensemble is a machine learning concept in which multiple models are trained using the same learning algorithm

machine-learning machine-learning-algorithms supervised-learning mnist-classification decision-tree-classifier gradient-boosting decision-tree-regression fmnist-dataset boosting-ensemble

Updated May 21, 2022
Jupyter Notebook

Gail529 / chess_ML

Comparing the perfomance of different ensembling and feature engineering techniques to predict the outcome of a game of chess.

gridsearchcv hard-voting-classifier bagging-ensemble boosting-ensemble

Updated Mar 16, 2021
Jupyter Notebook

MuhammadUsmanTipu / SVM-Boosting-DTree-Twitter-Sentiment-Analysis-on-Twitter-Dataset

What is the relationship between airline sentiments and airlines? What is the reason for the negativity mentioned in the dataset? What is the relation of time with sentiments? Which model is best for sentiment analysis when we do ensemble learning?

python machine-learning twitter deep-learning sentiment-analysis pandas-dataframe pandas dataset ensemble-learning adaboost sentiment-polarity svm-learning svm-model keras-classification-models decision-tree-classifier boosting ensemble-machine-learning boosting-ensemble airlinesentiment

Updated Jan 21, 2023
Jupyter Notebook

Rakan-z / KCL-DS-Assignments-MSc

This repository consists of folders which include some of the courseworks I have completed in my Data Science MSc at KCL.

clustering classification ensemble-learning support-vector-machines decision-tree-classifier kmeans-clustering-algorithm bagging-ensemble boosting-ensemble courseworks

Updated Nov 28, 2021
Python

muhammadravi251001 / medical-text-classification

Code for a multi-label text classification model for medical inquiry documents using an ensemble learning approach: specifically Boosting.

artificial-intelligence ensemble-learning medical-informatics multi-class-classification boosting-ensemble

Updated Oct 5, 2023
Python

goz1985 / RST-ARM-GLM_-Research

Work on combining Logit model with an information granulation method for better interpretability

glm rough-sets bagging-ensemble boosting-ensemble interpretability-and-explainability

Updated Mar 13, 2024
R

daemonX10 / Diamond-Price-predication

A machine learning model to predict diamond prices based on various features using Python, scikit-learn, and pandas. It includes data preprocessing, feature engineering, model selection, and deployment options.

python flask machine-learning pipeline model jupyter-notebook tailwindcss boosting-ensemble diamond-prices-predictions

Updated Jun 6, 2024
Jupyter Notebook

ejaj / diabetes-prediction

Diabetes prediction

python data-science machine-learning random-forest numpy voting pandas seaborn matplotlib adaboost decision-trees stochastic-gradient-descent liner-regestion bagging-ensemble boosting-ensemble skicit-learn

Updated Jul 10, 2023
Jupyter Notebook

wiegertj / BAD

Tool for estimating the difficulty of phylogenetic placements

phylogenetics phylogenetic-placement shapley-value boosting-ensemble

Updated Jan 9, 2024
Python

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