GitHub topics: svm-classifier
Ahmet904-beep/computer-vision-parking-lot
This project leverages computer vision techniques to analyze parking lot occupancy. The goal is to detect available parking spaces in real-time using image and video input.
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jeopetto/linearsvc_spam-classification
E-mail classification using LinearSVC algorithm
Language: Python - Size: 1.85 MB - Last synced at: about 14 hours ago - Pushed at: about 15 hours ago - Stars: 0 - Forks: 0

tasninanika/Australian-Credit-Approval-Analysis-SVM
This project uses a Support Vector Machine (SVM) Classifier to predict whether a credit application is approved (1) or denied (0) based on applicant features.
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chawthinn/campus-placement-prediction
This project uses the Kaggle competition dataset from the "ML with Python Course Project" to predict campus recruitment outcomes. It includes preprocessing, EDA, feature engineering, and model training using classification algorithms such as Logistic Regression, Decision Tree, and K-Nearest Neighbors.
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tasninanika/Iris-Species-Prediction-SVM
Support Vector Machine (SVM) is a supervised machine learning algorithm used for classification and regression tasks.
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devsignedbyshreya/SDG_New_article_categorization
Categorization of News Articles Based on the 17 United Nations Sustainable Development Goals (SDGs)
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HvKLeon/text-classification-sentiment-analysis
Text classification of Amazon product reviews as positive or negative
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soheb120/Breast-Cancer-Classification
This repository contains a notebook for classifying breast cancer tumors using neural networks. It covers dataset exploration, model training with TensorFlow and Keras, and performance evaluation. 🩺💻
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jaydenth/Churn-Prediction
This is a School assignment, on churn prediction using scikit learn and traditional ML models
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Twistedfrost/best-of-ml-python
Explore the best machine learning libraries in Python. Stay updated with weekly rankings and contributions. Join the community! 🐙🌟
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SamTseng/Chinese_Humor_MultiLabeled
Human labeled Chinese jokes and their verification codes in Python
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LENGKH/Voice_Classifier
A Python app for classifying voice recordings using KNN and SVM models. Includes a graphical interface for training, evaluating, and classifying audio data with acoustic descriptors. Designed for audio analysis and machine learning experimentation.
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zach10w/IA-Classification-Analysis
This GitHub repository hosts my AI evaluation work, featuring a Kaggle dataset analysis, experiments with three ML algorithms (including hyperparameter tuning), and a detailed exploration of wine quality data through outlier detection, correlation, and normalization techniques.
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neelanshu7/Breast_Cancer_Prediction
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acelyavul/HIGGS_ml_project
HIGGS Boson Classification: Model Comparison Using ROC-AUC
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Okh2891996/speech-emotion-cnn-pca-nmf
Reproducible EE8104 project – cross-corpus speech-emotion recognition on TESS + RAVDESS using MFCC extraction, PCA/NMF compression, and CNN / SVM baselines (91–92 % top accuracy).
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Soumilgit/Datathon_Team-DataP1ac3X.c0m
A redeveloped hackathon bank customer churn prediction Core ML project.
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dmazilkin/ML-SVM
SVM from scratch.
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DeshwalX/diabetes-prediction-svm
My first ML project using SVM to predict diabetes
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JoyM268/sdmcet-aiml
Repository of all the programs taught in AIML Lab at SDMCET, 2025
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heozaeseok/prediction_of_employee_departures
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CrispenGari/ml-2023
💹📉📊📈This repository contains some machine leaning task that I did from the year 2023.
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bongssss/ML-
This project implements and evaluates multiple supervised machine learning models to classify heartbeat signals from ECG (Electrocardiogram) data into arrhythmia types using the MIT-BIH Arrhythmia Dataset.
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NushratJabenAurnima/Autism_Detection_Using_ML
Machine learning project to classify Autism Spectrum Disorder using behavioral and demographic data.
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gaeldatascience/apple-stock-prediction
Predicting whether Apple’s closing price will go up or down on the next trading day by enriching classical time-series features with investor sentiment extracted from StockTwits.
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otuemre/EmailPhishingDetection
A real-time phishing email detection system using Machine Learning (SVM, Logistic Regression, Naive Bayes) with FastAPI backend and custom domain deployment.
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gharib-uk/Predictive-Maintenance-on-NASA-Turbofan-JetEngine
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Doctorado-ML/STree
Oblique Tree classifier based on SVM nodes
Language: Python - Size: 10.6 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 1

halacoded/Chess-Opening-Classifier
Train classification models to predict the chess opening based on the first few moves.
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tdattm/wisconsin-breast-cancer-classification
Dự án này sử dụng các thuật toán machine learning bao gồm học có giám sát (KNN, hồi quy Logistic, SVM,...), học không giám sát (PCA, K-means) và các kỹ thuật giảm chiều để phân loại ung thư vú dựa trên bộ dữ liệu Wisconsin. Phù hợp để học tập về khoa học dữ liệu và ứng dụng thực tế trong phân tích dữ liệu y tế..
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Ashbyt/Python
Ashley Bythell - Python
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dshirya/Supervised-ML-tool
Supervised machine learning classification of the binaries compounds
Language: Python - Size: 18.7 MB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 1 - Forks: 0

Awais-Asghar/Skin-Cancer-Binary-Classifier
A machine learning project for binary classification of skin cancer as malignant or benign, utilizing models like XGBoost, LGBM Classifier, Adaboost, SVM, and Logistic Regression. Features comprehensive data preprocessing, model training, and evaluation for accurate diagnosis.
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sagarprajapat2004/Spam_Ham_Classification
A Data Science&Machine Learning&NLP-powered Flask Web Application that classifies Email/SMS messages as either Spam or Ham (Not Spam).
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mraselm/case-study-estimate-mobile-price
Builds a classification model to predict mobile phone price tiers based on specifications like RAM, screen size, camera quality, and battery power. Ideal for guiding pricing strategy in the mobile market.
Language: R - Size: 448 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

thieu1995/mafese
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
Language: Python - Size: 4.52 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 77 - Forks: 24

Mahtab-Shabani/Neural-Network-SVM
Language: MATLAB - Size: 17.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

vivekkdagar/fake-news-detector
A Streamlit app for classifying news as Real or Fake using ML models, with metrics and PDF reports.
Language: Python - Size: 161 KB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

prasannaghimiree/Comparision-of-Algorithms-In-Driver-Drowsiness-Detection
Comparision of algorithms in between CNN and SVM for realtime Drowsiness Detection
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samira-yousefzadeh/Python
This repository offers a comprehensive tutorial to help learners grasp the fundamentals of Machine Learning and Pandas. It includes step-by-step guides, practical examples, and code implementations, designed for those looking to build a strong foundation in data analysis and machine learning techniques.
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auralius/AEK3LBB3
SISTEM BIOMEDIKA CERDAS (Intelligent Biomedical Systems / AEK3LBB3)
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KashifMoin1410/Computer-Vision-Traditional-vs.-Deep-Learning-Approaches
This project compares traditional Bag-of-Words with SVM and a custom ResNet-style CNN for image classification on the CIFAR-10 dataset. It covers the full workflow: feature extraction, model building, training, evaluation, and visualization. Results demonstrate the superior accuracy and robustness of deep learning models over classic ML pipelines.
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Hitanshu-Varia/Diabetes_Prediction_using_SVM
Diabetes Prediction
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SherineTarek224/Credit_Score
This repo is for credit score classification based on financial and demographic data. using supervised machine learning algorithms
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DeepraMazumder/Cyberbullying-Detection-and-Analysis-in-Social-Media
ML and DL project to identify and analyze different forms of cyberbullying across social media platforms for automated abuse detection
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raj1603chdry/Fake-News-Detection-System
Fake News Detection System for detecting whether news is fake or not. The model is trained using "Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection. Link for dataset: https://arxiv.org/abs/1705.00648.
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juniors719/dry_bean_classifier
Dry bean seed classification using ML models
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amineHorseman/facial-expression-recognition-svm
Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset
Language: Python - Size: 4.08 MB - Last synced at: 25 days ago - Pushed at: almost 7 years ago - Stars: 173 - Forks: 63

shubh637/Coronavirus-Outbreak-Prediction-using-ML
This project focuses on predicting coronavirus outbreaks using machine learning techniques, specifically Support Vector Machines (SVM). The model analyzes various features related to COVID-19 cases to predict the likelihood of an outbreak in different regions.
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mahnoorsheikh16/NLP-Approach-to-AI-Text-Classification Fork of andrew-jxhn/STT811_StatsProject
A text‐classification pipeline for identifying human‐ versus AI-generated responses using engineered linguistic/semantic features and PCA-reduced vectors; achieves ~85% accuracy with Logistic Regression, SVM, and MLP, and includes a fine-tuned bert-base-uncased model.
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mahnoorsheikh16/Sketchify-A-Quick-Draw-drawing-classifier
Implementation of a sketch‐recognition pipeline inspired by Google’s Quick, Draw!—from raw stroke data to prediction. Includes data preprocessing and feature‐engineering scripts, three Bayesian classifiers alongside Logistic Regression, SVM, K-NN and XGBoost baselines, and an RNN model.
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m0h1t98/Disease-prediction-using-ML
Disease prediction using Machine Learning. This is a classification problem. The objective of this project was to classify the disease based on the symptoms.
Language: Python - Size: 2.4 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 2

hydraharish123/Alzheimer-disease-classification
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Edopramudya/Support-Vector-Machine-SVM-Classification---From-Scratch-Library
implementasi algoritma Support Vector Machine (SVM) untuk klasifikasi data sederhana (berbasis berat dan tinggi badan) ke dalam dua kelas: soccer dan sumo.
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ugyenn-tsheringg/Precision-Spam-Detection-Using-Multinomial-Naive-Bayes
This project implements a machine learning-based spam detection system to classify SMS messages as either spam or ham (non-spam).
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ErikJSchmidt/DSGVO_handler
Project to automatically remove text related to GDPR/DSGVO from HTML when crawling websites.
Language: HTML - Size: 25.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Haseeeb21/Machine-Learning-Models
Machine Learning Models trained on Scikit-learn datasets. This repository contains the code files and saved models trained on Toy datasets (Classification & Regression), and Real World dataset.
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raaaouf/Email-Spam-Classifier
a maching learning model to automating the detection of spam in emails
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Neeraj4002/SVM_Fish-Detection
ML app for early prediction Fish disease using Water Quality instead of images
Language: Python - Size: 515 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

narpat78/Image-Classification-using-SVM
An image classifier built using Support Vector Machine (SVM) to distinguish between three categories of images. Deployed via an interactive Streamlit web application.
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fdesjardins/surface-estimation-and-image-relighting
Illumination registration, surface estimation, and physically-based image relighting
Language: Python - Size: 49.2 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 12 - Forks: 3

Arj1998/Credit_Risk_Assessment_model-
A machine learning project to predict credit risk using Logistic Regression, SVC, and Random Forest, with model tuning via GridSearchCV and evaluation using standard classification metrics.
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masoudshahrian/DataScience
AI Machine learning Deep learning Projects with code
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tejaswirupa/Exploring-Home-Ownership-with-Support-Vector-Machines
Used SVM with various kernels to predict home ownership status based on census data. Identified age, number of bedrooms, and household size as top factors influencing ownership.
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samuelAemro12/MachineLeraning_SchoolProject-
A machine learning school project, completed on Google Colab, Classify Case instances of whether there is a recurrence-case or no-recurrance-case of breast cancer
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ArunabhaPani/Credit_risk_Assesment
A machine learning project to predict credit risk using Logistic Regression, SVC, and Random Forest, with model tuning via GridSearchCV and evaluation using standard classification metrics.
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syeda434am/Suicide-Ideation-Detection
This repository aims to address the critical issue of identifying and understanding suicide ideation in social media conversations, specifically focusing on Twitter data.
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havva-nur-ezginci/ML-Applications
💡This project involves the implementation of machine learning (ML) algorithms 💻🔍on various datasets.
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amazingcoderpro/flight-delay-prediction
2018年全球程序员大赛参赛作品, 在给定的数据基础上,加上自己采集的飞机、天气等影响因子, 利用svm算法预测航班延误率.
Language: Python - Size: 7.2 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 4

Aashi2608/Machine-Learning
A collection of machine learning projects, including Wine Quality Prediction, showcasing data preprocessing, model training, and evaluation using Random Forest, SVM, and KNN algorithms.
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reputed-artist/Liver-Disease-Prediction-using-Ensemble-Machine-Learning-Method
Master degree project for liver disease prediction. i have improved the code reaching its accuracy to 98-99% from 70%.
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MUHAMMADAKMAL137/Optuna-based-Hyperparameter-Optimization-for-Machine-Learning-Models-Static-and-Dynamic-Tuning
This Optuna-based hyperparameter optimization study performs both static and dynamic tuning of hyperparameters for machine learning models (SVM, RandomForest, and GradientBoosting) to maximize accuracy. It tracks and analyzes model performance, displays the best trial results, and compares the average performance of each classifier.
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subhas-pramanik-09/MediScan-AI
A smart and scalable ML-powered health prediction system that can help detect the risk of three major diseases: Diabetes + Heart Disease + Parkinsons Disease
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czarekmilek/Music-Genre-Classifier Fork of thammpiotr/Music-Genre-Classifier
Machine Learning project of a music genre classifier.
Language: Python - Size: 2.65 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

catherinewbaker/MusicGenreClassification
This project aims to clarify the role of meta data in music genre classification and how helpful or hurtful it can be to music recommendation systems. Much experimentation was done with multiple different machine learning models and results were analysed and collated into a single academic paper
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akareset/svm-classification
Сlassification using SVM and Rosenblatts perceptrone
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notesparvvaresh/ML-algorithms
Here we have fully implemented a number of algorithms related to machine learning
Language: Python - Size: 392 KB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 20 - Forks: 1

RubensZimbres/Repo-2017
My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano
Language: Python - Size: 40.4 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 1,191 - Forks: 677

sergioalegre/Python-Machine-Learning-AI-Deep-Learning
Practicas del Grado en Inteligencia Artificial y Machine Learning 2019-2020
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nadhif-royal/wine-svm-classification
This project is part of my coursework for the **Advanced Artificial Intelligence Practicum (Machine Learning)** class. It demonstrates the use of the **Support Vector Machine (SVM)** algorithm to classify wine data, followed by evaluation using several classification metrics.
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maheshvarade/Mobile-Price-Classification-using-ML-SVM-Logistic-Regression-
This project tackles the challenge faced by a new mobile company founded by Prabhat, who wants to compete with tech giants like Apple and Samsung. The goal is to predict the price range of a mobile phone based on its features — not the exact price, but whether it's low, medium, high, or very high cost.
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sAwAiRa-iQbal/Loan-Approval-Prediction-ML
🏦 Loan Approval Prediction: Streamlining finance with ML. Employs Logistic Regression, Naive Bayes, and Random Forest 🌲 to boost decision accuracy.
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keyurr2/face-detection
Face detection implementation with different methods and applications
Language: Python - Size: 10.9 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 33 - Forks: 35

shreyasskrishna/Diagnosis_of_Diabetic_Retinopathy
This project develops an advanced retinal image classification system for early Diabetic Retinopathy detection using ML and DL. It leverages CNN for feature extraction, SVM for classification, and ensemble learning for accuracy. A Gradio-based UI enables real-time diagnostics, ensuring quick and reliable results.
Size: 36 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Sardhendu/Data-Science-Projects
{PySpark, R, Python}: Several Data Science projects
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Nirva-Patel/Multi-Domain-Predictive-Analytics
This project focuses on training and testing machine learning models on multiple datasets to identify the best-performing model. It analyzes model behavior across data types using metrics like accuracy, precision, recall, and F1-score to determine the most effective configuration.
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PURPLEWATER00/STROKE-PREDICTION-PROJECT
DATA SCIENCE PROJECT ON STROKE PREDICTION- deployment link below 👇⬇️
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Coder0202/Cyberus---measuring-risk
Cyberus is a tool that checks the generic and emotive legitimacy of a message and provides an estimate of the risk based on the dataset on which it was trained, as well as certain machine learning models for quantitative risk prediction.
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T4vexx/IA-Classification-Analysis
This GitHub repository hosts my AI evaluation work, featuring a Kaggle dataset analysis, experiments with three ML algorithms (including hyperparameter tuning), and a detailed exploration of wine quality data through outlier detection, correlation, and normalization techniques.
Language: Jupyter Notebook - Size: 5.59 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

radicmagda/string-kernels
📰 Text Classification with SVM & String Kernels
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Ad-Chekk/ML_models
This repo includes testing of various machine learning models like Prophet model and evaluating their performance using various metrics like RMSE etc
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ShivaNeuralNet/Customer-Churn-Classifier
Predicting customer retention in an e-commerce platform using classification models. Includes data preprocessing, feature engineering, and model evaluation (Logistic Regression, SVM, Random Forest, KNN, Decision Tree). Best model achieves 83% accuracy and perfect recall. Ideal for business use.
Language: Jupyter Notebook - Size: 3.22 MB - Last synced at: 28 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

francomano/SemEval2010-Task8
SemEval2010-Task8 NLP problem solved with 3 approach: rule-based, machine learning and neural networks
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nofaralfasi/Machine-Learning-Divorce-Prediction
A Logistic model for predicting divorce rates among couples, implemented using the sklearn library.
Language: Jupyter Notebook - Size: 2.82 MB - Last synced at: 23 days ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

Kshitij-Karkera/Plant-Disease-Detection-with-React-and-Python
Plant Disease Detection is a web-based app using React for the frontend and Python (FastAPI, PyTorch) for the backend. It employs a ResNet-based model to identify plant diseases from images, offering farmers and researchers real-time, accurate diagnostics for improved crop health management.
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dp-ops/SVC_on_Mnist_n_Cifar-10
Notebook checking classification method using Support Vector Machines
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vignesh1507/AI-Medical-Chatbot
This project is simply a symptom checker and i believe we tried to accomplish that successfully. This project can be scaled more and we are continuously working upon it.
Language: Python - Size: 108 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 3

BlockNotes-4515/Spotify-Music-Recommedation-System
Language: Python - Size: 37.4 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 4 - Forks: 0

qw3rtman/random-feature-maps
Fast Random Kernelized Features: Support Vector Machine Classification for High-Dimensional IDC Dataset
Language: Python - Size: 1.08 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 5

nicholast25/Depression-Diagnostic-Machine-Learning
This project focuses on analyzing and comparing the performance of SVM, Random Forest, and XGBoost in diagnosing depression based on individual data. The evaluation process incorporates Non-Parametric Statistical Testing, Feature Engineering, Resampling, and Hyperparameter Tuning. The project received a grade of 97/100 in Computational Intelligence
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