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milaan9 /Clustering-Datasets

Star301

This repository contains the collection of UCI (real-life) datasets and Synthetic (artificial) datasets (with cluster labels and MATLAB files) ready to use with clustering algorithms.

clustering cluster dataset uci datasets uci-machine-learning synthetic-data benchmark-datasets cluster-labels synthetic-datasets uci-dataset clustering-datasets real-world-datasets

UpdatedDec 9, 2022

MatteoM95 /Default-of-Credit-Card-Clients-Dataset-Analisys

Star22

Analysis and classification using machine learning algorithms on the UCI Default of Credit Card Clients Dataset.

machine-learning exploratory-data-analysis pca-analysis logistic-regression decision-trees svm-classifier smote oversampling undersampling random-forest-classifier gridsearchcv uci-dataset oversampling-technique

UpdatedOct 27, 2023
HTML

harshit2490 /Fire-Detection-using-ML-Algorithms

Star20

𝗙𝗶𝗿𝗲 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻🔥using Machine Learning Algorithm with python🐍, GoogleColab & database taken from 𝗨𝗖𝗜 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗥𝗲𝗽𝗼𝘀𝗶𝘁𝗼𝗿𝘆

random-forest svm naive-bayes machine-learning-algorithms data-visualization data-analysis logistic-regression knn uci-machine-learning desiciontree python-data-analysis data-analysis-python google-colab forest-fire-detection fire-detection uci-dataset

UpdatedApr 30, 2022
Jupyter Notebook

robertofranceschi /Default-Credit-Card-Prediction

Star19

Analysis and classification using machine learning algorithms on the UCI Default of Credit Card Clients Dataset.

machine-learning correlation exploratory-data-analysis pca support-vector-machines uci-dataset

UpdatedNov 20, 2022
Jupyter Notebook

lorenzodenisi /Heart-Failure-Clinical-Records

Star11

Analisys of the dataset Heart Failures clinical records from UCI using different rebalancing techiniques and different models

python machine-learning statistics machine-learning-algorithms jupyter-notebook artificial-intelligence heart-failure uci-dataset

UpdatedSep 14, 2020
Jupyter Notebook

shsarv /Project-Arrhythmia

Star9

Machine learning project on Distinguish between the presence and absence of cardiac arrhythmia and its classification in one of the 16 groups.

machine-learning classification course-project uci-machine-learning arrhythmia arrhythmia-detection uci-dataset arrhythmia-classification

UpdatedMay 11, 2021
Jupyter Notebook

irenebenedetto /default-of-credit-card-clients

Star5

Classification of default of credit card clients from the UCI dataset using machine learning techniques

machine-learning correlation machine-learning-algorithms pca outlier-detection uci-dataset default-of-credit-card-clients

UpdatedJun 7, 2021
Jupyter Notebook

mahmutakyol /diabet-data-mining

Star2

Early-stage diabetes risk prediction dataset simple UI example for data mining lesson

data-mining uci decision-tree rapidminer diabetes-prediction uci-dataset

UpdatedOct 27, 2020
JavaScript

shawnh2 /AWARE

Star2

Adaptive Weighted voting Aggregation for Ensemble of classifiers

random-forest ensemble-learning wave cart uci-dataset dirf bta twrf

UpdatedJan 3, 2022
C++

Yonas650 /ML-Driven-CLV-Prediction

Star2

This project predicts Customer Lifetime Value (CLV) for e-commerce. It aims at forecasting the revenue a business can expect from a customer over time. I did an explatory analysis. From Linear Regression to Neural Networks, explore how different models perform in predicting CLV.

python customer-retention machine-learning random-forest linear-regression neural-networks data-analysis predictive-modeling decision-tree customer-lifetime-value gradient-boosting business-strategy uci-dataset marketing-optimization e-commerce-analysis ml-driven-clv-prediction

UpdatedDec 28, 2023
Jupyter Notebook

spignelon /Letter-Recognition_Project-ML

Star2

A machine learning project for letter recognition using SVM, KNN, and Decision Tree, Random Forest, and Naive Bayes algorithms. Includes data preprocessing, model training, evaluation, and visualization, and research report.

machine-learning research scikit-learn naive-bayes-classifier machinelearning research-project research-paper letter-recognition decision-tree-classifier svm-classifier uci-machine-learning random-forest-classifier knn-classifier uci-dataset