gradient-boosting-classifier

Here are 208 public repositories matching this topic...

rajtulluri / Santander-Customer-transaction-prediction

Predicting whether a customer will carry out a transaction or not for Santander group

transaction gradient-boosting-classifier mutual-information oversampling random-forest-classifier adasyn imblearn santander-transaction-problem

Updated May 11, 2020
Jupyter Notebook

Mohammad1722 / Finding_Donors

Star

Supervised learning project using Gradient Boosting Classifier

python machine-learning udacity jupyter-notebook python3 supervised-learning udacity-nanodegree gradient-boosting-classifier

Updated May 9, 2020
HTML

The Office of Foreign Labor Certification is facing a dramatic increase in work visa applications, but is hampered by a sluggish review system. It needs to improve the process by developing a way to quickly, accurately identify applications likely to be accepted or rejected so their processing may be prioritized.

random-forest confusion-matrix decision-trees hyperparameter-tuning gradient-boosting-classifier model-tuning xgboost-classifier adaboostclassifier featureimportances stacking-classifier bagging-classifier

Updated Nov 3, 2022

MArya80 / Australia-Weather-Prediction

Star

The model should predict whether is it going to rain the next day coming or it isn't. The models that have been deployed were TensorFlow Sequential, Random Forest Classifier and GradientBoostingClassifier. The best model on both training and test set was achieved with Gradient Boosting Classifier with 95.2% and 85.5% accuracy on the train and test.

weather machine-learning neural-network tensorflow prediction data-visualization australia dataset gradient-boosting-classifier random-forest-classifier weather-prediction accuracy-score

Updated Jan 29, 2023
Jupyter Notebook

marcpaulo15 / titanic_streamlit

Star

TOP13% solution for the Titanic-Kaggle competition using a Gradient Boosting Classifier. Moreover, implementation of a Streamlit App to play with the models.

data-science machine-learning data-visualization titanic-kaggle kaggle-titanic hyperparameter-optimization titanic-survival gradient-boosting-classifier gradient-boosting titanic-survival-prediction machine-learning-introduction titanic-disaster streamlit data-science-introduction model-optimization streamlit-webapp titanic-machine-learning

Updated Sep 11, 2023
Jupyter Notebook

Ashwin0229 / Tree-Classifiers

Star

Comparative Analysis of Decision Tree Algorithms in Number Classification: Bagging vs. Random Forest vs. Gradient Boosting Decision Tree Classifiers

python3 decision-tree-classifier gradient-boosting-classifier random-forest-classifier gridsearchcv sklearn-library train-test-using-sklearn randomizedsearchcv bagging-classifier

Updated Jan 2, 2024
Python

acwilb / Classification-Predictive-Modeling-Project

Star

Final project for Data Modeling & Machine Learning course

r predictive-modeling gradient-boosting-classifier random-forest-classifier classification-model

Updated Dec 22, 2023

jlcossi / finding_donors

Star

Finding donors using supervised learning

machine-learning random-forest feature-extraction supervised-learning adaboost gradient-boosting-classifier gradient-boosting random-forest-classifier finding-donors charityml

Updated Sep 29, 2019
Jupyter Notebook

Zauverer / Test-Crime-Analisys

Star

Boston Crime Analisys test.

python jupyter-notebook pandas seaborn logistic-regression gradient-boosting-classifier random-forest-classifier ada-boost-classifier joblib

Updated May 21, 2021
Jupyter Notebook

rdallagnolo / project_titanic-survival

Star

Gradient Boosting Classifier on the Titanic dataset

python data-science machine-learning scikit-learn gradient-boosting-classifier

Updated Jan 12, 2022
Jupyter Notebook

Ahad-Al-Seraihi / Finding-Donors-for-Charity-ML

Star

I applied supervised machine learning models (Decision Trees, Gradient Boosting, Support Vector Machines) on data collected for the US census to help CharityML (a fictitious charity organization) identify/predict people most likely to donate to their cause.

python machine-learning-algorithms supervised-learning decision-tree-classifier gradient-boosting-classifier svm-classifier udacity-machine-learning-nanodegree jupiter-notebook

Updated Jun 28, 2021
Jupyter Notebook

robertfmath / Mammal-Taxonomy-Gradient-Boosting-Classifier

Star

Predicting mammalian taxonomic order based on ecological, geographic, and life-history traits

python machine-learning taxonomy scikit-learn classification gradient-boosting-classifier mammals gradient-boosting taxonomic-classification

Updated Feb 6, 2023
Jupyter Notebook

imhimanshusoni / Fake_News_Detector

Star

Fake News Detection Engine using Natural Language Processing and Machine Learning

machine-learning natural-language-processing data-analysis logistic-regression fake-news decision-tree-classifier gradient-boosting-classifier news-classification random-forest-classifier

Updated Apr 18, 2023
Jupyter Notebook

AjayKrishna76 / CreditCard_Fraud_Detection_UsingML

Star

Detect Fraudulent Credit Card transactions using different Machine Learning models

tensorflow decision-tree-classifier cnn-keras gradient-boosting-classifier fraud-detection random-forest-classifier mlp-classifier keras-wrapper smote-oversampler

Updated Mar 30, 2023
Jupyter Notebook

Balajimohan18 / PeerLoanKart-Loan-Fraud-Detection-Datascience-Project

Star

This project uses machine learning to predict whether a loan applicant will repay their loan. The project uses a dataset of historical loan data from PeerLoanKart, a peer-to-peer lending platform.