ensemble-classifier | Topic | Ecosyste.ms: Repos

Topic: "ensemble-classifier"

FernandoLpz/Stacking-Blending-Voting-Ensembles

This repository contains an example of each of the Ensemble Learning methods: Stacking, Blending, and Voting. The examples for Stacking and Blending were made from scratch, the example for Voting was using the scikit-learn utility.

Language: Python - Size: 198 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 42 - Forks: 22

alicex2020/Deep-Learning-Lie-Detection

Use machine learning models to detect lies based solely on acoustic speech information

Language: Jupyter Notebook - Size: 837 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 30 - Forks: 10

Frightera/Sample-Machine-Learning-Projects

Some example projects that was made using Tensorflow (mostly). This repository contains the projects that I've experimented-tried when I was new in Deep Learning.

Language: Jupyter Notebook - Size: 73.3 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 19 - Forks: 4

kkgadiraju/SatelliteImageClassification

Pixel based classification of satellite imagery - feature generation using Orfeo Toolbox, feature selection using Learning Vector Quantization, CLassification using Decision Tree, Neural Networks, Random Forests, KNN and Naive Bayes Classifier

Language: R - Size: 622 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 18 - Forks: 11

mo26-web/Induction-Motor-Faults-Detection-with-Stacking-Ensemble-Method-and-Deep-Learning

This is a induction motor faults detection project implemented with Tensorflow. We use Stacking Ensembles method (with Random Forest, Support Vector Machine, Deep Neural Network and Logistic Regression) and Machinery Fault Dataset dataset available on kaggle.

Language: Jupyter Notebook - Size: 917 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 2

JingweiToo/Machine-Learning-Toolbox

This toolbox offers 8 machine learning methods including KNN, SVM, DA, DT, and etc., which are simpler and easy to implement.

Language: MATLAB - Size: 97.7 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 3

IPVS-AS/pusion

Pusion (Python Universal Fusion) is a generic and flexible framework written in Python for combining multiple classifier’s decision outcomes.

Language: Python - Size: 50.7 MB - Last synced at: 24 days ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 1

HarshShah1997/Video-Forgery-Detection

Detection of Object-Based Forgery in Advanced Video

Language: Matlab - Size: 72.3 MB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 11 - Forks: 4

indrapaul824/Coronary-Heart-Disease-Prediction

This contains the Jupyter Notebook and the Dataset for the mentioned Classification Predictive Modeling Project

Language: Jupyter Notebook - Size: 1.11 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 3

gugarosa/evolutionary_ensembles

📄 Official implementation regarding the paper "Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification".

Language: Python - Size: 7.14 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 4

kaushalshetty/Stacking

Multiple Model Ensembling

Language: Python - Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 8 - Forks: 4

Gurudev333/Loan_Prediction_by_ensemble_machine_learning_techniques

Used ensemble methods such as boosting, voting, Bagging

Language: Jupyter Notebook - Size: 169 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 1

arasgungore/multiclass-classification-using-ensemble-learning

Two ensemble models made from ensembles of LightGBM and CNN for a multiclass classification problem.

Language: Jupyter Notebook - Size: 87.2 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

secondlevel/NYCU-110-2-Natural-Language-Processing

It is the nlp task to classify empathetic dialogues datasets using RoBERTa, ERNIE-2.0 and XLNet with different preprocessing method. You can get some detailed introduction and experimental results in the link below.

Language: Python - Size: 46.9 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1

ahmedshahriar/Customer-Churn-Prediction

Extensive EDA of the IBM telco customer churn dataset, implemented various statistical hypotheses tests and Performed single-level Stacking Ensemble and tuned hyperparameters using Optuna.

Language: HTML - Size: 3.48 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 3

mmaghajani/outlier-detection

The project is about outlier detection with different methods same as FastVOA, Kmeans, DBScan or LOF, conducted on KDD dataset.

Language: Python - Size: 33.4 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 1

laxmanbalaraman/Phishing-website-prediction

Building the best machine learning model to detect phishing websites.

Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 2

VasilikiZarkadoula/Machine-Learning-Auth-2021

Εxercises for Machine Learning course in Faculty of Informatics of Aristotle's University of Thessaloniki

Language: Jupyter Notebook - Size: 472 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

GSukr/FashionMNIST_Image_Classification

This notebook investigates whether multiple CNN models can achieve higher classification accuracy than any individual model.

Language: Jupyter Notebook - Size: 230 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 1

basverkennis/Flight-Sim-Cognitive-Workload-EEG-Prediction

Predicting Workload in Virtual Flight Simulations using EEG Spectral and Connectivity Features

Language: Jupyter Notebook - Size: 172 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

souvikmajumder26/IEEE-ECG-Ensemble-XGBoost

👨‍💻 Developed AI Models - Ensemble of Random Forest & SVM and XGBoost classifiers to classify five types of Arrhythmic Heartbeats from ECG signals - published by IEEE.

Language: Jupyter Notebook - Size: 296 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

vedranav/hierarchy-decomposition-pipeline

Hierarchy decomposition pipeline is a supervised machine learning tool that constructs random forest ensembles from data sets with hierarchical class.

Language: Java - Size: 11.9 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

alexppppp/tinyimagenet-classification-ensemble

How to Train an Ensemble of Convolutional Neural Networks for Image Classification (Article on Medium)

Language: Jupyter Notebook - Size: 676 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 3

Arjun-Siva/covid-prediction

COVID-19 Diagnosis with CNN to extract features and Ensemble ML models to predict.

Language: Jupyter Notebook - Size: 45.4 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

alexandrebvd/udacity-capstone-project-credit-card-fraud-prediction

Udacity capstone project | Credit card fraud prediction | Supervised Learning | Ensemble model | Data Sampling

Language: HTML - Size: 71 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 7

prosperityai/ensemble-learning

The process of combining different machine Algorithms so as to decrease variance,bias in Oder to improve prediction

Language: Jupyter Notebook - Size: 242 KB - Last synced at: 6 months ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 2

lazybug19/FakeAlert

A fake news detection app leveraging Ensemble ML models and NLP context-analysis to evaluate the credibility of news articles by cross-referencing claims with reliable databases.

Language: Python - Size: 15.2 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

StrangeCoder1729/FinancialFraudDetectionModels

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

Language: Jupyter Notebook - Size: 2.58 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

soheilabadifard/DynED

Dynamic Ensemble Diversification

Language: Python - Size: 34.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

fatimaAfzaal/Diabetes-Prediction-Web-App

This repository contains the code for a web-based diabetes prediction application using a machine learning model. The application is built using Flask and allows users to input various health parameters to predict the likelihood of diabetes using ensemble voting classifier.

Language: HTML - Size: 866 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

fatimaAfzaal/Multiple-Ensemble-models-Diabetes-Prediction-Project-

This project focuses on predicting the likelihood of diabetes in individuals using ensemble machine learning models. It combines various ensemble techniques, including Random Forest, AdaBoost, Gradient Boosting, Bagging, Extra Trees, XGBoost, Voting Classifier and some others to get predictions.

Language: Jupyter Notebook - Size: 114 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

ROCCYK/DiseasePredictor

Intro to Machine Learning Final Project

Language: Jupyter Notebook - Size: 4.31 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

lisavader/plasmidEC

An ensemble of plasmid classification tools

Language: Shell - Size: 11.7 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

danielmuthama/DL-Classifier-Face-Verification-

Deep Learning Face Detection and Verification

Language: Jupyter Notebook - Size: 10.7 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

vtu81/ENDC

Ensemble of Narrow DNN Chains.

Language: Jupyter Notebook - Size: 4.7 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

YalesRios/Samel

Implementation of Saliency-based Agreement Metric for Ensemble Learning

Language: HTML - Size: 3.41 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

kiranmukesh7/Face-Recognition-based-Biometric-Attendance-System

Face Recognition by Eigenface method with the trained Feed Forward Neural Network and other classifiers applied to biometric attendance system functional on static-images.

Language: Jupyter Notebook - Size: 107 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

SimplifyData/Charity-ML

Predict donors using supervised learning, ensemble methods and data science

Language: HTML - Size: 1.33 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

sralter/happy_customers

Predicting whether a customer is happy based on the results from a survey.

Language: Jupyter Notebook - Size: 7.3 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

DhairyaC/Customer-Churn-Prediction

Analyze, visualize and predict customer churn using Machine Learning

Language: Jupyter Notebook - Size: 7.79 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Jigisha-p/Sentimental-Analysis-of-Amazon-Reviews

Prediction of Sentiment or Satisfaction of a purchase based on multiple features and review text

Language: Jupyter Notebook - Size: 1.92 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

danielmuthama/ML-Classifier-dogsvscats-Dataset

Ensemble Classifier

Language: Jupyter Notebook - Size: 55.7 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

tezzytezzy/caravan-insurance-policy

Random Forest Classification

Language: Jupyter Notebook - Size: 1.07 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

shivangi-975/Machine_Learning

Machine Learning Concepts and Algorithms.

Language: Jupyter Notebook - Size: 5.27 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

vaitybharati/Bagging-boosting-stacking

Bagging-boosting-stacking

Language: Jupyter Notebook - Size: 1.95 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2

cozek/profiling-fake-news-spreaders

This repo contains code related to our submission for the task of Profiling Fake News Spreaders in PAN at CLEF 2020

Language: Python - Size: 51.8 KB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

singhvks/Predict-the-category

ADABOOST - MULTICLASS CLASSIFICATION - MACHINE LEARNING - PYTHON : Predict category of problem solved as part of Piramal Hackathon

Language: Python - Size: 2.93 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

armanr99/MultiprocessEnsembleClassifier

An implementation of an Ensemble classifier of Linear classifiers using multiple processes

Language: C++ - Size: 619 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

tinnguyen96/pac-bayes-tree 📦

Python 3 implementation of PAC-Bayes tree

Language: Python - Size: 318 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 1

mcarpanelli/Churn-Prediction-Rideshare

Data Science Case Study

Language: Python - Size: 1.42 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 2

sahilgandhi94/predictive-lead-scoring

Predictive lead scoring for corporate loan data

Language: Jupyter Notebook - Size: 1.09 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 3

katerinaharana/Team-2-Project

Predicting the City Cycle Fuel Consumption in MPG of a Car. A Classification Problem

Language: Jupyter Notebook - Size: 26.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 2

FRAUSAI96/Arrhythmia_project

Multiclass classification of cardiac arrhythmia from the ECG recordings

Size: 303 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

LauraBresson/machine_learning

Machine Learning projects (image classification, predictive modelling)

Language: Python - Size: 496 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

YNWA-Algo/T-Cancer-Reoccurrence-Predictor-Model

This project leverages data from 383 thyroid cancer patients over 15 years to develop a model to predict propensity for reoccurrence based on certain features. This work extends and further explores different model types to emerge with the best predictor model - and save more lives

Language: Jupyter Notebook - Size: 8.65 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

Wydoinn/Cardiovascular-Disease-Prediction

Predictive Modeling for Cardiovascular Disease Prevention

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

UUDigitalHumanitieslab/multiNER

A multiNER websevice based on the KB's multiNER

Language: Python - Size: 91.8 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

zy18811/RED-CoMETS

RED CoMETS: an ensemble classifier for symbolically represented multivariate time series

Language: Python - Size: 295 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

lilNewbie/Diabetic-Retinopathy-Classification

A summary of my approaches for the Diabetic Retinopathy Image Classification Dataset

Language: Jupyter Notebook - Size: 173 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

NissyAbrahamA/Diabetes-Prediction

Machine learning diabetes prediction mini project

Language: Jupyter Notebook - Size: 2.16 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

fatimaAfzaal/Diabetes-Prediction-Project-Using-Random-Forest

This project focuses on predicting the likelihood of a person having diabetes based on various health-related attributes using Random Forest Algorithm

Language: Jupyter Notebook - Size: 104 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

vasatodorovic/ToxicityOfMolecules

Project on course "Data Mining 2"

Language: Jupyter Notebook - Size: 4.75 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

rahulakrish/water_pump_classifier

Supervised machine learning models to monitor the condition of installed water pumps across Tanzania

Language: Jupyter Notebook - Size: 21.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ShreyaPatil1199/Glass_Indentification

This repository contains a machine-learning project that focuses on classifying different types of glass based on their chemical properties. The dataset comprises various features, including refractive index, percentage of elements like sodium, magnesium, aluminium, silicon, potassium, calcium, barium, and iron, as well as the type of glass.

Language: Jupyter Notebook - Size: 1.05 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

stankovix/Loan-Prediction

The project entails building a model that predicts if someone who seeks a loan might be a defaulter or a non-defaulter. We have several independent variables like, checking account balance, credit history, purpose, loan amount etc. Ensemble Models such as Bagging, AdaBoosting, GradientBoost, XGBoost, Random Forest etc will be used for the modelling

Language: Jupyter Notebook - Size: 1.39 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0