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

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

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sawadogosalif/Machine_Learning_Journey

Language: R - Size: 1.27 MB - Last synced: 5 days ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

mlr-org/mlr3pipelines

Dataflow Programming for Machine Learning in R

Language: R - Size: 16.1 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 130 - Forks: 24

dardenkyle/Credit-Card-Users-Churn-Prediction

Analyze the data and come up with a predictive model to determine if a customer will leave the credit card services or not and the reason behind it

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gulabpatel/Machine-Learning

Regression, Classification, Clustering, Dimension-reduction, Anomaly detection

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aurelienmorgan/edx-movielens

Product Recommender Engine - Use Case: 'The MovieLens 10M dataset'

Language: R - Size: 12.8 MB - Last synced: 20 days ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

TorchEnsemble-Community/Ensemble-Pytorch

A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.

Language: Python - Size: 1.55 MB - Last synced: 24 days ago - Pushed: 25 days ago - Stars: 1,032 - Forks: 92

damianhorna/multi-imbalance

Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/

Language: Python - Size: 64.2 MB - Last synced: 12 days ago - Pushed: 6 months ago - Stars: 74 - Forks: 9

serengil/decision-trees-for-ml

Building Decision Trees From Scratch In Python

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bgulowaty/ml-utils

Scikit learn oriented utils

Language: Python - Size: 487 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

thestorytellingengineer/Bagging_vs_Boosting

Complete explanation of Bagging and Boosting with practical implementation

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carpentries-incubator/machine-learning-trees-python

Introduction to tree models with Python

Language: Python - Size: 7.19 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 3 - Forks: 6

Honey28Git/Machine-Learning

The folliwing ML project involves EDA analysis of Election Dataset, Data preparation for modelling, and prediction using ML models. Also Text Analysis on the inaugral corpora from nltk to analyse the most frequently used words in Presidents' Speeches.

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hugohiraoka/Credit_Card_Costumer_Churn_Prediction

Bank Credit Card Customer churn prediction

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Jecoc907/NBA-Player-Injuries-Analysis

The purpose of this project is to try to predict the occurrence of injuries based on player's in-game statistics.

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vecxoz/vecstack

Python package for stacking (machine learning technique)

Language: Python - Size: 536 KB - Last synced: 17 days ago - Pushed: over 3 years ago - Stars: 684 - Forks: 83

frankkramer-lab/ensmic

An analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks

Language: Python - Size: 2.97 MB - Last synced: about 2 months ago - Pushed: almost 2 years ago - Stars: 18 - Forks: 2

fareanor3/Classification_with_decision_tree

final project, classification base on tree data strucutures, random forest

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shermanlo77/multinode-gpu-study

These are some exercises and implementations to use multiple nodes of GPUs

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kprusak/metody-sztucznej-inteligencji

Usage of the UOB algorithm in the unbalanced static data streams processing - Academic Project

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hitesh1997/Machine-Learning

Demonstration of various ML techniques.

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EyringMLClimateGroup/debeire24clear_Bagged_TimeSeries_Causality

Code to reproduce figures of Debeire, K., Runge, J., Gerhardus, A., Eyring, V. (2024). Bootstrap aggregation and confidence measures to improve time series causal discovery

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nitinpalla/AIML

Personal projects on AI and ML

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forestry-labs/Rforestry

Language: C++ - Size: 42.1 MB - Last synced: 17 days ago - Pushed: 9 months ago - Stars: 30 - Forks: 11

Neemias-tech/R-studies

This is a R repository of studies that I made on some data sets. There are linear models, predicition models (boosting - bagging - RandomFlorest), clustering and dendograms.

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lamia-datalover/Machine_Learning_exercises-

This repository contains machine learning projects. The code for each project is provided, and the explanations can be found in the ReadMe.md file of each project !

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RimTouny/User-Forest-Cover-Type-Prediction

Predicting Colorado forest cover types using diverse ML models for classification. Baseline creation, feature selection, comparison, and tuning optimize accuracy in this University of Ottawa Master's Machine Learning course final project (2023).

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danielegiulianini/inbestment-portfolio

A web-based and machine-learning fostered prototype tool to find your best financial investment portfolio

Language: Python - Size: 1.39 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 0

dieu-nguyen24/UKAirline-Predictions

EDA and classification predictions of airline satisfaction using R

Language: R - Size: 6.54 MB - Last synced: 5 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

sohamshashank1/MLtoolkit

Machine Learning Techniques

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JaewonSon37/Data_Mining

Topic: Data Analysis with Voice Dataset for Gender Recognition // Summary: Explored an optimal model that best explains the voice dataset through accuracy comparison from algorithms

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anshul1004/MachineLearningClassificationModels

Implementation of various machine learning models in scikit-learn

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PSTAT197-F23/vignette-bootstrapping

Vignette on bootstrapping and applications in machine learning.

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iamkirankumaryadav/SMS-Classification

Natural Language Processing

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Fredick-nc/Machine-Learning-Course-Projects

Classification and Regression problems

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Tikhon-Radkevich/CourseYandexML

These training sessions in machine learning, conducted by Yandex, are dedicated to classical machine learning. This offers an opportunity to reinforce theoretical knowledge through practice on training tasks.

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S-razmi/Hands-on

Hands-on Instructions on Different courses

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seunggihong/ML-Sklearn

Simple machine learning model using scikit-learn

Language: Python - Size: 70.3 KB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

AlexisDrch/Machine-Learning

Performance analysis of Decisions Trees, Boosting & Bagging, KNN, Neural Network and Linear Regression algorithms. Over two Data Sets (meant-to-be) very different in nature and volume.

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MariaJasmine2504/my-python-repo

ANOVA, PCA, Machine Learning Algorithms, Ensemble techniques - Bagging, Boosting and Voting Classifier, Predictive Modelling, Text analytics, Data Mining Techniques

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iamtusharbhatia/Machine-Learning

This repository contains various assignments that I have done as a part of the Machine Learning course.

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leokraft/Proseminar_Boosting-Bagging-Ensemble_learning

A seminary paper intended to give a brief introduction on the topic of "Boosting, Bagging and Ensemble learning".

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Udrasht/Novel-approaches-to-sentiment-analysis-for-stock-prediction

SMAI Project || Implement paper on Novel approaches to sentiment analysis for stock prediction

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LinggarM/Ensemble-Learning-Comparison-on-Diabetes-Classification

Comparison of ensemble learning methods on diabetes disease classification with various datasets

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a-martyn/ISL-python

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

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arunvignesh15/Machine-Learning

Learn and Explore

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hossamAhmedSalah/Machine_Learning_MSP

MSP 23 workshop of machine learning

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vatsmanish/Machine-Learning

Machine learning agorithams

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shubhamchouksey/IRIS_Dataset

Classify the species of iris flowers on IRIS Dataset, given measurement of flower characteristics

Language: Jupyter Notebook - Size: 792 KB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 1

sharmaroshan/Don-t-Overfit

It is from Kaggle Competitions where the training dataset is very small and the testing dataset is very large and we have to avoid or reduce overfiting by looking for best possible ways to overcome the most popular problem faced in field of predictive analytics.

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sharmaroshan/Drugs-Recommendation-using-Reviews

Analyzing the Drugs Descriptions, conditions, reviews and then recommending it using Deep Learning Models, for each Health Condition of a Patient.

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vaitybharati/Bagging-boosting-stacking

Bagging-boosting-stacking

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jaydu1/ECV

Extrapolated cross validation for randomized ensembles

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magoavi/churn

:octocat: Predict if the customer will churn or not

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sahirnoorali/poker-hand-analysis

Analysis and Prediction of Poker Hand Strength

Language: Python - Size: 849 KB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 6 - Forks: 4

adityush007/Loan-Approval-Limit

Machine Learning model to predict loan approval amount

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KritikaAggarwal15/data-science-framework

This is a combined framework which has all the EDA functions including bivariate and univariate analysis and classification models. EDA Functions can help to analyze the Data before running any ML model.

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apang782/vroom2

Regression Analysis of Used Car Prices

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prashanthm07/Twitter_Sentiment_Analysis-Using-ML-and-NLP

The objective of this project is to detect hate speech in tweets. For the sake of simplicity, we say a tweet contains hate speech if it has a racist or sexist sentiment associated with it. So, the task is to classify racist or sexist tweets from other tweets.

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nursnaaz/25DaysInMachineLearning

I will update this repository to learn Machine learning with python with statistics content and materials

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Chandrakant817/Machine-Learning-Handwritte-Notes

Entire Machine Learning Hand Written Notes

Size: 47.9 MB - Last synced: 9 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

abhishekmanglaa/credit-card-profittability

Using Logistics, Classification, and KNN modelling to predict if a credit card account will default.

Size: 194 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

InfiniteCuriosity/My-machine-learning-templates

This is where I'll post my machine learning templates that I've created

Language: R - Size: 91.8 KB - Last synced: 9 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

benji1123/ML_Classification_Ensemble

bagging, adaboost & random forest with sk-learn on breast cancer dataset and spam-mail datasets.

Language: Python - Size: 296 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

Baukebrenninkmeijer/Bagging-and-Boosting-for-Anomaly-Detection

This project compares multiple bagging and boosting methods for anomaly detection for the Gecco challenge.

Language: R - Size: 1.95 MB - Last synced: 9 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

cgsdfc/bagging-anchor-imc

Incomplete Multi-view Clustering via Local and Global Bagging of Anchor Graphs (Under Review)

Language: Python - Size: 7.22 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0

vikasgupta1812/Machine_Learning Fork of danny314/machine_learning

Predictive Machine Learning projects

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harshwalia36/Early-Prediction-of-Mortality-Risk-among-Covid-19-Patients

Early prediction of Mortality Risk among Covid -19 Patients in early stages when patients gets admitted into the hospital.

Language: Jupyter Notebook - Size: 8.61 MB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

Kvatsx/Statistical-Machine-Learning-Assignments

All assignments of Statistical Machine Learning Course

Language: Jupyter Notebook - Size: 750 MB - Last synced: 10 months ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

Sandy0002/Machine-Learning-Exercises

A comprehensive set of programs demonstrating machine learning techniques have been made.

Language: Python - Size: 209 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

zpysky1125/Ensembling

Sklearn implement of multiple ensemble learning methods, including bagging, adaboost, iterative bagging and multiboosting

Language: Python - Size: 85.9 KB - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 11 - Forks: 4

geehaad/ML-Master-Projects

Couple of ML projects implemented during my master journy

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okozelsk/EasyML

An easy-to-use independent machine learning library for .net. It offers MLP models (including deep RVFL aka ELM) for common ML tasks as well as Reservoir Computer for efficiently solving ML tasks on time series data.

Language: C# - Size: 5.47 MB - Last synced: 4 months ago - Pushed: 12 months ago - Stars: 3 - Forks: 0

ArslanKAS/Python-Chilla-2.0

All the content that I learned through two Courses. One is called "Python Chilla" and the second one is called "100 Days of Machine Learning"

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mamomen1996/Python_CS_02

Sports Analytics in Python

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NishaniKasineshan/MachineLearning-Projects

This repo contains machine learning projects for beginners.

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DPrakashMewari/Machine-learning-general

Language: Jupyter Notebook - Size: 27.4 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

mamomen1996/R_CS_08

Algorithmic Trading in R

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mamomen1996/R_CS_05

Sports Analytics in R (Regularization and DecisionTree based approaches for Regression problems)

Language: HTML - Size: 720 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 1 - Forks: 0

jvirico/scania-truck-failure-prediction

Data Mining and Machine Learning APS Failure at Scania Trucks Data Set.

Language: Jupyter Notebook - Size: 6.64 MB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

eogbemi/Bank_Churn

Bank Churn

Language: Jupyter Notebook - Size: 483 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

pierrenodet/spark-ensemble

Ensemble Learning for Apache Spark 🌲

Language: Scala - Size: 3.61 MB - Last synced: 8 months ago - Pushed: 11 months ago - Stars: 21 - Forks: 7

Chandrakant817/Bagging-and-Random-Forest-implementation

Bagging and Random Forest implementation using Machine Learning

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suhas-kadu/intrusion-detection-system

Language: HTML - Size: 10 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

ohmthanap/Churn-Predictions-Telecom-Customer

Developed a churn prediction classification model using various techniques including: EDA, Decision trees, Naive Bayes, AdaBoost, MLP, Bagging, RF, KNN, logistic regression, SVM, Hyperparameter tuning using Grid Search CV and Randomized Search CV.

Language: Jupyter Notebook - Size: 28.1 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 2 - Forks: 0

hmgomes/StreamingRandomPatches

Repository for the StreamingRandomPatches algorithm implemented in MOA 2019.04

Language: Java - Size: 71.1 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

XavierCarrera/Tutorial-Machine-Learning-Arboles

Los árboles de decisión son uno de los algoritmos clásicos de machine learning ya que nos ayudan a visualizar las predicciones hechas por nuestro modelo. En este tutorial vemos su uso para regresiones lineares y clasificación, así como herramientas de ensamble como bagging y boosting.

Language: Jupyter Notebook - Size: 2.1 MB - Last synced: 2 months ago - Pushed: about 3 years ago - Stars: 4 - Forks: 4

sahith/MachineLearning

MachineLearning

Language: Python - Size: 7.15 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 3 - Forks: 1

ravitejaCR7/Machine-Learning

Language: Python - Size: 186 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 5 - Forks: 1

AhmedAbdAlkreem/Hotel-Reservation

Our task is to classify a Hotel Reservation as either booking canceled (class1) or no canceled(class0) and use more one model to arrive the best model.

Language: Jupyter Notebook - Size: 738 KB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Gaurav0502/retina-multilabel-classification-using-ensemble-methods

Retina Disease Detection using Ensemble methods for Multilabel Classification

Language: Jupyter Notebook - Size: 5.79 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

anishsingh20/Statistical-Learning-using-R

This is a Statistical Learning application which will consist of various Machine Learning algorithms and their implementation in R done by me and their in depth interpretation.Documents and reports related to the below mentioned techniques can be found on my Rpubs profile.

Language: R - Size: 3.26 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 28 - Forks: 24

SudhakarKuma/Machine_Learning

A repository of resources for understanding the concepts of machine learning/deep learning. 

Language: Jupyter Notebook - Size: 615 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 29 - Forks: 26

karthik-d/Boilerplate-for-Active-Learning

Templated boilerplate to perform Active Learning.

Language: Python - Size: 49.9 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

sayaliwangane/INTELLIGENT-CAREER-GUIDANCE-SYSTEM

Web application for engineering students to predict appropriate job roles using Machine learning and other guidance material like job descriptions, links to courses, etc.

Language: PHP - Size: 6.9 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 11 - Forks: 8

Rajani1-tech/Heart-Disease-Prediction

Examine each feature in the dataset & how they relate to one another. Main aim is to determine whether a person is likely to experience a Savior cardiac problem or not.

Language: Jupyter Notebook - Size: 13.7 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

lachhebo/clusterbagging 📦

A Python Package to do cluster bagging

Language: Python - Size: 166 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

AaronWard/PU-learning-example

An example repo for how PU Bagging and TSA works.

Language: Python - Size: 97.7 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 23 - Forks: 13

ZeeshanKhalid2k01/Bagging

Bagging is the term from "Bootstrap Aggregation Algorithm", That is for Low Bias & Low Variance

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anubhavshrimal/SML-Malaria-Detection

Compare Naive Bayes, SVM, XGBoost, Bagging, AdaBoost, K-Nearest Neighbors, Random Forests for classification of Malaria Cells

Language: Jupyter Notebook - Size: 4.46 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 4