Projects in Awesome Lists tagged with support-vector-classifier
A curated list of projects in awesome lists tagged with support-vector-classifier .
https://github.com/osspk/handwritten-digits-classification-using-knn-multiclass_perceptron-svm
🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.
accuracy-analysis artificial-neural-network comparative-study delta-rule efficiency-analysis handwritten-digit-recognition k-nearest-neighbours knn learning-algorithms-comparison logistic-regression machine-learning-algorithms mnist-classification-logistic mnist-dataset multiclass-perceptron perceptron-learning-algorithm sigmoid-function supervised-machine-learning support-vector-classifier support-vector-machines svm
Last synced: 24 Nov 2024
https://github.com/harismuneer/handwritten-digits-classification-using-knn-multiclass_perceptron-svm
🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.
accuracy-analysis artificial-neural-network comparative-study delta-rule efficiency-analysis handwritten-digit-recognition k-nearest-neighbours knn learning-algorithms-comparison logistic-regression machine-learning-algorithms mnist-classification-logistic mnist-dataset multiclass-perceptron perceptron-learning-algorithm sigmoid-function supervised-machine-learning support-vector-classifier support-vector-machines svm
Last synced: 09 Apr 2025
https://github.com/howardyclo/nthu-machine-learning
NTHU EE6550 Machine Learning slides and my code solutions for spring semester 2017.
adaboost assignment course-materials deep-learning deep-neural-networks machine-learning neural-network nthu support-vector-classifier support-vector-machines support-vector-regression svm svr
Last synced: 28 Apr 2025
https://github.com/ruban2205/iris_classification
This repository contains the Iris Classification Machine Learning Project. Which is a comprehensive exploration of machine learning techniques applied to the classification of iris flowers into different species based on their physical characteristics.
iris-classification iris-dataset k-nearest-neighbor-classifier logistic-regression logistic-regression-algorithm machine-learning navie-bayes-algorithm support-vector-classifier
Last synced: 21 Nov 2024
https://github.com/shaadclt/diabetic-patient-prediction
This project aims to predict diabetic patients using three different classification algorithms: Logistic Regression, Support Vector Classifier, and Random Forest Classifier. The project is implemented using Python and leverages scikit-learn, a popular machine learning library.
logistic-regression random-forest-classifer support-vector-classifier
Last synced: 09 Apr 2025
https://github.com/shaadclt/cancer-classification-supportvectorclassifier
This repository provides a cancer classification model using Support Vector Classifier (SVC). The model aims to classify cancer cases into benign or malignant based on various features obtained from medical examinations.
Last synced: 09 Apr 2025
https://github.com/rifatsdas/satellite_machine_learning
Unsupervised and supervised learning for satellite image classification
classifications kmeans-clustering rasterio satellite-data scikit-learn scikit-learn-python scikitlearn-machine-learning sentinel-1 sentinel-2 sentinel-3 sentinels support-vector-classifier support-vector-machines
Last synced: 21 Mar 2025
https://github.com/somjit101/human-activity-recognition
This project is to build a model that predicts the human activities such as Walking, Walking Upstairs, Walking Downstairs, Sitting, Standing or Laying using readings from the sensors on a smartphone carried by the user.
decision-tree-classifier eda feature-engineering gradient-boosting-classifier grid-search human-activity-recognition keras logistic-regression lstm random-forest-classifier rbf-kernel scikit-learn seaborn-plots signal-processing support-vector-classifier support-vector-machine t-sne tensorflow uci-har-dataset uci-machine-learning
Last synced: 06 Mar 2025
https://github.com/somenath203/suicide-depression-predictor
Click below to checkout the website live
docker dockerfile fastapi jupyter machine-learning ml react reactjs render support-vector-classifier support-vector-machine sweetalert2 tailwind tailwindcss vercel
Last synced: 14 Mar 2025
https://github.com/psavarmattas/stroke-prediction-ml-model
This is just a theoretical Machine Learning Model that will analyze the data and determine where the stroke can occur.
classification decision-tree-classifier knearest-neighbor-classifier logistic-regression machine-learning multi-layer-perceptron python random-forest scikit-learn sklearn stacking-classifier support-vector-classifier
Last synced: 19 Feb 2025
https://github.com/sai-manas/diabetes_predictor_ml
Diabetes Predictor Web App Predict diabetes in patients using classification models such as Logistic Regression, Decision Tree, Naive Bayes, and Support Vector Machines. It is deployed in a Flask web application on AWS Elastic Beanstalk.
data-science decision-tree-classifier diabetes-prediction logistic-regression machine-learning-algorithms naive-bayes-classifier python3 support-vector-classifier
Last synced: 17 Mar 2025
https://github.com/peterjakubowski/handwritten-digit-recognition
Learning algorithms for the classification of handwritten digits.
classification convolutional-neural-network mnist-dataset mnist-handwriting-recognition supervised-learning support-vector-classifier
Last synced: 18 Feb 2025
https://github.com/kabragaurav/face-reconition-supportvectormachine-svm
Face Recognition with SVM, starting from basics
face-recognition python3 support-vector-classifier support-vector-machines
Last synced: 15 Mar 2025
https://github.com/havva-nur-ezginci/diabetes-eyedisease-detection-ml-dl
💻This project involves the application of machine learning and deep learning methods 📊 to detect diabetes🩸 and diabetes-related eye 👁️diseases.
adagrad adam-optimizer adasyn decision-tree deep-learning gaussian-naive-bayes google-colab-gpu kaggle kneighborsclassifier logistic-regression machine-learning mlpclassifier perceptron random-forest-classifier sgd-optimizer smote support-vector-classifier vgg16 vgg19
Last synced: 06 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/mohamedkhalidlx/loan-eligibility-prediction-web-app
Loan Eligibility Prediction Model: A machine learning application to predict loan approval based on applicant data. Includes a web interface for submitting loan applications and receiving predictions. Built with Python and Jupyter Notebook.
bernoulli-naive-bayes css csv decision-tree-classifier flask gaussian-naive-bayes-classifier gradient gradient-boosting-classifier html ipython-notebook knn-classifier logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier pickle python random-forest-classifier support-vector-classifier webapp
Last synced: 01 Mar 2025
https://github.com/safwanshamsir99/heart-attack-prediction
Trained more than 300 data to predict the Cardiovascular Disease (CVD)
classification-model medical-application streamlit-webapp support-vector-classifier
Last synced: 01 Apr 2025
https://github.com/nlacey111/machine-learning
Machine Learning projects from undergrad.
accuracy confusion-matrix decision-tree-classifier decision-trees k-nearest-neighbours mean-squared-error multi-layer-perceptron natural-language-processing neural-network principal-component-analysis random-forest random-tree sentiment-analysis sklearn support-vector-classifier svc training-testing
Last synced: 12 Mar 2025
https://github.com/parthds02/customer-churn-prediction-with-streamlit
Customer churn prediction is a vital tool for businesses to identify customers likely to leave their service. In this project, I build a machine learning pipeline to predict customer churn, integrating data analysis, feature engineering, modeling, and Demonstrate as a Streamlit web application.
churn-analysis churn-prediction decision-trees eda knn logistic-regression machine-learning random-forest streamlit support-vector-classifier vscode
Last synced: 03 Apr 2025
