stacked-ensembles

CoMoMo combines multiple mortality forecasts using different model combinations. See more from the paper herehttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=3823511

rstudio cross-validation combination longevity stacked-ensembles mortality-forecasting model-uncertainty human-mortality-database age-period-cohort-models

UpdatedSep 14, 2022
R

VictorHoffmann1 /ENS-Challenge-Data-Cryptocurrency-Clusters

Star9

This challenge organized by ENS Ulm and Collège de France was about predicting mean return of cluster's assets relatively to the bitcoin during the last hour of the day, given the last 23 hours.

machine-learning xgboost lightgbm data-challenge stacked-ensembles

UpdatedSep 28, 2023
Jupyter Notebook

haghish /autoEnsemble

Star7

autoEnsemble : An AutoML Algorithm for Building Homogeneous and Heterogeneous Stacked Ensemble Models by Searching for Diverse Base-Learners

machine-learning algorithm ai h2o rstats ensemble ensemble-learning machinelearning automl stacking h2oai automated-machine-learning stacked-ensembles metalearning rstats-package automl-algorithms stack-ensemble

UpdatedMar 24, 2025
R

Koon-Kiat /Spam-And-Phishing-Detection-Using-Machine-Learning

Star7

This project leverages advanced machine learning algorithms to detect and classify malicious emails, focusing on spam and phishing threats. As email threats grow more sophisticated, accurate detection is critical to ensuring the security and privacy of both individuals and organizations.

nlp flask machine-learning pipeline cross-validation pytorch transformer nltk ensemble-learning spam-detection bert l1l2-regularization outlook-addin noise-injection pythonanywhere stacked-ensembles phishing-detection optuna

UpdatedFeb 28, 2025
Python

D4pika /Fraud-ad-detection-using-Natural-language-processing

Star5

This project intends to solve the house hunt problem by sending the updates of new listings as per the selection criteria of the user by filtering spam in housing listings using NLP. It uses SMTP to send emails, nltk for NLP and tkinter for creating UI

ui regular-expression craigslist smtp tkinter nlp-machine-learning fraud stacked-ensembles housing-listings

UpdatedJan 16, 2019
Python

MCoffey1129 /Utilising-Machine-Learning-for-portfolio-selection-with-the-aim-of-out-performing-Benchmark-Indices

Star4

Utilizing Machine Learning for portfolio selection with the aim of out-performing benchmark indices

machine-learning random-forest neural-networks xgboost stock-price-prediction portfolio-analysis stacked-ensembles catboost-model

UpdatedAug 2, 2021
Python

Vishalks /Energy-Disaggregation-and-Transfer-Learning-using-Deep-Learning

Star3

This repository contains my implementation for Energy Disaggregation of appliances from mains consumption using stacked ensemble deep learning

machine-learning deep-neural-networks deep-learning energy-disaggregation nilmtk transfer-learning cnn-keras redd stacked-ensembles

UpdatedMay 17, 2020
Jupyter Notebook

SamdenLepcha /Predict-Market-Competitiveness-For-Insurance-Products

Star2

This repository contains the approach that led us to win the MLDS Republic Day Hackathon.

machine-learning analytics data-visualization stacked-ensembles

UpdatedNov 6, 2019
Jupyter Notebook

benkeser /cvma

Star2

Cross-validation-based maximal associations

machine-learning cross-validation multivariate-analysis stacked-ensembles canonical-correlation-analysis

UpdatedApr 3, 2019
R

snyamson /Loan-Default-Prediction-Machine-Learning

Star2

Develop Machine Learning model to predict customer loan defaults, enhancing lending risk assessment. Real-world relevance tackling financial uncertainty. #The Analytics Olympiad 2023

multi-label-classification supervised-machine-learning stacked-ensembles class-imbalance-problem

UpdatedAug 30, 2023
Jupyter Notebook

BartBoerman /classify-passenger-survival-titanic-h2o

Star2

This my entry for the Titanic competition on Kaggle. May 2019: public score is 0.80382, which is a top 10% ranking on the leader board of around 11.249 participants.

python random-forest h2o pandas kaggle-titanic classification gbm data-wrangling feature-engineering stacked-ensembles onehot-encoder impute