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Projects in Awesome Lists tagged with svm-model

A curated list of projects in awesome lists tagged with svm-model .

https://github.com/mljs/svm

Support Vector Machine in Javascript

javascript support-vector-machine svm svm-classifier svm-model

Last synced: 21 Apr 2025

https://github.com/weltxing/libsvm-sc-reading

阅读LibSVM源码的知识整理与思考（已完结）

libsvm machine-learning svm-model

Last synced: 28 Feb 2026

https://github.com/kaslanarian/libsvm-sc-reading

阅读LibSVM源码的知识整理与思考（已完结）

libsvm machine-learning svm-model

Last synced: 12 Mar 2025

https://github.com/goutam1511/sign-language-recognition-using-scikit-learn-and-cnn

The project aims at building a machine learning model that will be able to classify the various hand gestures used for fingerspelling in sign language. In this user independent model, classification machine learning algorithms are trained using a set of image data and testing is done. Various machine learning algorithms are applied on the datasets, including Convolutional Neural Network (CNN).

artificial-intelligence artificial-neural-networks cnn cnn-classification cnn-for-visual-recognition image-recognition machine-learning python2 svm-classifier svm-learning svm-model

Last synced: 14 Aug 2025

https://github.com/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.

airline data-analysis python svm svm-classifier svm-model

Last synced: 07 May 2025

https://github.com/desifish/book-genre-prediction

The aim of this project is to apply the principles of text mining on a piece of literary text, and categorize it into the genre into which it best fits.

book-genre-prediction linear-regression machine-learning-algorithms nltk-python project statistics svm-model text-classification

Last synced: 11 Mar 2026

https://github.com/tushar-shinde31/blood_group_detection_using_fingerprint-flask-

A Flask-based ML application that predicts blood groups using fingerprint images. It integrates a TensorFlow (Keras) model with 89% accuracy, featuring user authentication, database management with Flask SQLAlchemy & SQLite, and a frontend built using flask. 🚀

css deep-learning flask flask-application html javascript kaggl machine-learning neural-networks svm svm-model third-year-project vgg16

Last synced: 11 Jul 2025

https://github.com/desiFish/Book-Genre-Prediction

The aim of this project is to apply the principles of text mining on a piece of literary text, and categorize it into the genre into which it best fits.

book-genre-prediction linear-regression machine-learning-algorithms nltk-python project statistics svm-model text-classification

Last synced: 03 Apr 2025

https://github.com/bhattbhavesh91/svm-c-gamma-hyperparameters-tutorial

In this video, I'll try to explain the hyperparameters C & Gamma in Support Vector Machine (SVM) in the simplest possible way.

hyperparameter-optimization hyperparameters svm svm-classifier svm-hyperparameters svm-kernel svm-model video

Last synced: 03 Aug 2025

https://github.com/melikaas/rain_prediction_in_au

I'm going to practice classification algorithms sch as Logistic Regression, KNN, DecisionTree, SVM to create a model based on training data set and evaluate testing data using evaluation metrics such as 'Acuuracy Score', 'Jaccard Index', 'F1_Score', 'LogLoss', 'Mean Absolute Error', 'Mean Squared Error' and 'R2-Score'

classification decision-trees knn-classification linear-regression logistic-regression machine-learning svm-model

Last synced: 06 Mar 2026

https://github.com/nganltp/fire-detection

Detect fire using image processing and machine learning

c opencv python3 svm-model

Last synced: 30 Apr 2026

https://github.com/nicolay-r/tone-classifier

Application of SVM classifier and NN classifiers for sentiment classification of Russian Twitter messages

keras lexicon lstm rnn sentiment-classification sentirueval svm-model theano

Last synced: 19 Aug 2025

https://github.com/udityamerit/Breast-Cancer-Prediction-using-different-ML-models

This project implements multiple machine learning algorithms to predict breast cancer diagnoses based on medical diagnostic data. The project compares the performance of various models, providing insights into which algorithms are most effective for this task.

classification knn-algorithm logistic-regression machine-learning numpy pandas scikit-learn svm-model

Last synced: 28 Mar 2025

https://github.com/mardavsj/wine-quality-prediction

Predicting wine quality using Support Vector Machine (SVM) algorithm based on its chemical properties.

django flask machine-learning numpy pandas python svm-model

Last synced: 12 Apr 2026

https://github.com/udityamerit/breast-cancer-prediction-using-different-ml-models

The `all_MLpackage` is a Python tool for breast cancer detection using scikit-learn's machine learning algorithms. It automates model training, generates accuracy comparisons, and helps identify the best-performing algorithm for diagnosis.

classification knn-algorithm logistic-regression machine-learning numpy pandas scikit-learn svm-model

Last synced: 15 Aug 2025

https://github.com/blocknotes-4515/multiple-disease-detection-system-all_in_one-

🩺 Heart Disease Detection System 💓 This AI tool predicts heart disease risk by analyzing key health metrics like age, cholesterol, and blood pressure. 🧠🔍 It provides quick, accurate results to help prevent serious conditions and support early treatment. Perfect for both healthcare pros and patients! 🌟

data-visualization dataprocessing linear-regression standard-library streamlit svm-model test-automation training

Last synced: 25 Feb 2026

https://github.com/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.

data-science ensemble-classifier ensemble-learning ensemble-machine-learning ensemble-model machine-learning matplotlib numpy pandas python python3 random-forest scikit-learn scikit-learn-python scikitlearn-machine-learning support-vector-machine svm svm-classifier svm-model xgboost

Last synced: 11 Apr 2026

https://github.com/mehmoodulhaq570/machine-learning-models

A repository consisting of machine learning models for predicting the future instance. More specifically this repository is a Machine Learning course for those who are interested in learning the basics of machine learning algorithms.

decision-trees gradient-descent gradient-descent-algorithm knn-algorithm linear-regression linear-regression-models logistic-regression-algorithm machine-learning-algorithms machine-learning-models ml naive-bayes-algorithm one-hot-encoding pca python random-forest-classifier scikit-learn svm-model

Last synced: 08 Apr 2025

https://github.com/viktoriaszabo-sz/brain-tumor-classification

Brain Tumor Classification with support vector machines

classification-algorithm machine-learning svm-model

Last synced: 06 Dec 2025

https://github.com/dhrupad17/machine-learning-a-z

This is a practice Repository consisting of all the notebooks I have practiced for Machine Learning from basics to Advance

adaboost-algorithm classification-algorithm decision-trees gradient-boosting knn-algorithm logistic-regression mlalgorithms naive-bayes-algorithm random-forest regression-models svm-kernel svm-model

Last synced: 26 Jul 2025

https://github.com/singh-dhruv/data-visualization-with-accuracy-metrics

Welcome to this repository! Here we loaded the iris_dataset , upon training, testing and perform operations on it resulted in beautiful data visualizations along with accuracy metrics. Data Visualization and accuracy metrics are provided for some of the models that are used.

accuracy-metrics data-visualization hyperparameter-optimization knn-model logistic-regression svm-model

Last synced: 02 Jul 2025

https://github.com/chandadiya2004/diabetes-prediction

The Diabetes Prediction project utilizes machine learning techniques to determine the probability of an individual having diabetes based on various health metrics like age, BMI, and blood pressure. The prediction model is developed using the Support Vector Machine (SVM) algorithm, which classifies individuals based on these parameters.

column-transformer machine-learning pipeline python streamlit svm-model

Last synced: 01 May 2026

https://github.com/akimuddinshaikh/master-s-research-project

A hybrid approach combining texture-based (GLCM) and deep learning (ResNet50) features with unsupervised clustering and supervised classification for detecting liver diseases. Achieved 99%-100% accuracy using SVM, XGBoost, and Random Forest on pseudo-labeled medical imaging datasets

agglomerative-clustering dbscan-clustering glcm kmeans-clustering opencv python random-forest resnet-50 svm-model tensorflow xgboost-model

Last synced: 05 May 2026

https://github.com/parnika-singh/oncovision

An intelligent machine learning model for classifying breast cancer cells as benign or malignant using the UCI Breast Cancer Wisconsin dataset.

breast-cancer-prediction cancer-detection classification data-visualization decision-tree healthcare knn logistic-regression machine-learning medical-ai-project python3 sklearn svm-model xgboost

Last synced: 07 May 2026

https://github.com/cliffordnwanna/electric_vehicle_type_prediction

This project uses Support Vector Machines (SVM) to predict electric vehicle prices based on features like make, model, range, and base MSRP. It includes data preprocessing, model training, and evaluation using performance metrics like MSE and R-squared. The model aims to enhance vehicle price prediction for market analysis and valuation.

data-science machine-learning-algorithms predictive-modeling python svm svm-model

Last synced: 14 May 2026

https://github.com/ljadhav25/support-vector-machine-data-science-

Support Vector Machines (SVM) are supervised learning models used for classification and regression analysis. They are particularly effective in high-dimensional spaces and situations where the number of dimensions exceeds the number of samples. SVMs are also memory efficient as they use a subset of training points called support vectors.

matplotlib pandas python skit-learn svc-model svm-model

Last synced: 30 Apr 2026

https://github.com/pronzzz/stock_price_prediction

This repository is dedicated to exploring different machine learning models for stock price prediction. Our goal is to determine which model is the most accurate and efficient in forecasting stock market prices. We'll be using historical stock data and various machine learning techniques to build and evaluate models.

knn-classifier knn-regression linear-regression lstm-model random-forest svm-model

Last synced: 13 Apr 2025

https://github.com/geekquad/svm-classification-from-scratch

A basic project to build the classification model with SVM (Support Vector Machine)

scratch sklearn sklearn-svm svm-classifier svm-kernel svm-model

Last synced: 16 May 2026

https://github.com/davidyslu/pokemonrecognition

Recognize Pokemon's image using scikit-learn in Python

knn-model python scikit-learn svm-model

Last synced: 02 May 2026

https://github.com/nikhilfuke1/wine-quality-prediction-support-vector-machine-python-projects

This project focuses on predicting the quality of wine using a Support Vector Machine (SVM) model. The model is trained on wine characteristics and aims to classify wines based on their quality score.

numpy-library pandas-library python sklearn-library svm-model

Last synced: 16 May 2026

https://github.com/cosmojelly/face-recognition-algorithms-analysis

Using K-Nearest Neighbour (KNN) and Support Machine Vector (SVM) to compare analysis on a subset of the CMU Pose, Illumination, and Expression (PIE) Dataset.

gaussian-naive-bayes-implementation knn-algorithm svm-model

Last synced: 13 Apr 2025

https://github.com/1adityakadam/multi-model-car-acceptability-classification

A Machine Learning Approach for Comparative Analysis of Logistic Regression, SVM, and Random Forest Techniques

ensemble-learning multinomial-logistic-regression random-forest svm-model

Last synced: 16 Sep 2025

https://github.com/gianfranco7/ftc-weka

Proyecto Final del curso Inteligencia Artificial CI-0129. I Semestre 2021.

svm-classifier svm-model svm-training weka

Last synced: 02 Jan 2026

https://github.com/cosmojelly/btc-price-forecasting-time-series-analysis

Forecasting BTC Prices with a Linear Model (Linear Regression), Non-Linear Model (Non-Linear SVM), and ARIMA Model.

arima-model linear-regression svm-model time-series-analysis

Last synced: 03 Aug 2025

https://github.com/ddeepanshu-997/support_vector_regression--svr-

In this repository i performed a support vector regression on real life data , initially i performed some data preprocessing technique in order to filter out the data flaws then undergoes the process of model building i.e SVM regression in order to make a machine learning regression model.

data data-science regression-analysis regression-models svm-model svm-regression

Last synced: 03 Aug 2025

https://github.com/sanchariii/health-assist-1

Health Assist web app uses the Streamlit framework to help users identify potential diseases. Simply input your symptoms, and the system will predict whether you have diabetes, heart disease, or Parkinson's disease. The system is designed to be quick and convenient, promoting early detection and timely medical intervention.

numpy pandas pickle streamlit-webapp svm-model

Last synced: 13 Aug 2025

https://github.com/ahmedabdalkreem/grammer-auto-correct

In this project work to make classification between the phase is correct or wrong if phase is right print the correct phase if phase is wrong be input of Transfer Learning and print the phase begore correct.

decision-trees logistic-regression machine-learning matplotlib-pyplot naive-bayes-classifier nlp nltk-library pandas-library python random-forest sklearn spacy svm-model transfer-learning

Last synced: 10 Apr 2026

https://github.com/davidyslu/PokemonRecognition

Recognize Pokemon's image using scikit-learn in Python

knn-model python scikit-learn svm-model

Last synced: 29 Aug 2025

https://github.com/saptarshi11/prodigy_trackcode_ml

PRODIGY INTERNSHIP - MACHINE LEARNING During my internship at Prodigy Infotech, I tackled diverse machine learning projects: House Price Prediction with linear regression. Customer Segmentation via K-means clustering. Cat vs Dog classification using SVM. Hand Gesture Recognition with CNNs. Food Recognition and calorie estimation from images.

cnn cnn-model handgesture-recognition house-price-prediction svm-model

Last synced: 07 Apr 2025

https://github.com/kshitizrohilla/user-purchase-prediction-and-classification-using-support-vector-machine-algorithm

This project implements the Support Vector Machine (SVM) algorithm for predicting user purchase classification. The goal is to train an SVM classifier to predict whether a user will purchase a particular product or not.

support-vector-classification support-vector-classifier support-vector-machine support-vector-machine-svm support-vector-machines svm svm-classifier svm-kernel svm-model svm-training

Last synced: 31 Mar 2025

https://github.com/lexxai/goit_python_ds_hw_05

Метод опорних векторів -Support Vector Machine, SVM. Дерева рішень - RandomForestClassifier, XGBClassifier

classification numpy pandas python random-forest-classifier reporting scikit-learn svm-classifier svm-model xgbclassifier

Last synced: 12 Apr 2026

https://github.com/arpanpramanik2003/diabetes-prediction

Diabetes Prediction using Machine Learning is a classification project that predicts the likelihood of diabetes based on health parameters such as age, BMI, and blood pressure. The model is built using the Support Vector Machine (SVM) algorithm.

column-transformer diabetes-prediction machine-learning pipeline python stramlit svm-model

Last synced: 30 Apr 2026

https://github.com/akhil-peram/smart-crop-recommendation-system

Crop Recommendation System using Blended XGBoost and SVM Machine Learning Model

flask-application machine-learning-algorithms python3 svm-model xgboost-classifier

Last synced: 02 Apr 2025

https://github.com/mgsandaruwan/diabetic_risk_prediction_app

A Flask web application that predicts diabetes risk using machine learning. The model is trained on the Pima Indians Diabetes Dataset and optimized to prioritize false positives over false negatives for medical safety. Features include patient data input, real-time predictions, and detailed risk assessment.

boostrap css data-science diabetes-prediction flask gradient-boosting healthcare html javascript knn linear-regression machine-learning python random-forest svm-model

Last synced: 07 Apr 2026

https://github.com/ddeepanshu-997/support-vector-machine-classification-

In this repository i performed a support vector classfication on real life data in order to make a machine learning classfication model , initially i performed some data preprocessing technique in order to filter out the data flaws then undergoes the process of model building i.e SVM Classification

data-science machine-learning-algorithms svm svm-classifier svm-model svm-training

Last synced: 06 Oct 2025

https://github.com/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.

data-science machine-learning svm-classifier svm-kernel svm-model

Last synced: 08 Feb 2026

https://github.com/salma-4/nlp-task

Preprocessing using NLTK ,SPACY

nltk-library python spacy svm-model

Last synced: 12 Feb 2026

https://github.com/aryanparmarr/sentiment-analysis-of-product-reviews

Sentiment analysis, also known as opinion mining, is a NLP and ML task that involves identifying and categorizing sentiments expressed in text data. In the context of product reviews, sentiment analysis aims to determine whether the feedback provided by customers is positive, negative, or neutral.

ai jupyter-notebook logistic-regression machine-learning naive-bayes-algorithm nlp-machine-learning python python3 svm-model

Last synced: 17 Apr 2026

https://github.com/ikanurfitriani/final-project2-logisticregression-svm

This repository contains code archives for models that predict rainfall in Australia. Link deployment:

flask jupyter-notebook logistic-regression prediction-rainfall python svm-model

Last synced: 21 Apr 2026

https://github.com/tasvora/machine-learning-challenge

Machine Learning - Exoplanet Exploration. used SVM, KNN, RandomForest Models.

accuracy classification-report machine-learning-algorithms random-forest svm-model tuning

Last synced: 05 Jun 2026

https://github.com/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.

evaluation-metrics machine-learning support-vector-machine support-vector-machines svm svm-classifier svm-model

Last synced: 05 Jun 2026