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Projects in Awesome Lists tagged with svm-classifier

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

https://github.com/bijoy-sust/binary-text-classification--word2vec-svm

A Python implementation of a binary text classifier using Word2Vec and SVM.

binary-classification python-implementation svm-classifier text-classification word2vec-model

Last synced: 25 Nov 2024

https://github.com/maktoobgar/svm

A project which can be used to train a svm classifier and test it.

python scipy-optimize svm svm-classifier

Last synced: 10 Nov 2024

https://github.com/namansnghl/cifar-100

Multiclass Image Classification

cnn-model image-processing svm-classifier

Last synced: 10 Nov 2024

https://github.com/csengupta1101/titanic-survivor-prediction

The sinking of the Titanic is one of the most infamous shipwrecks in history. While there was some element of luck involved in surviving, it seems some groups of people were more likely to survive than others. In here we need to build a predictive model that answers the question: β€œwhat sorts of people were more likely to survive?”

classification-algorithm jupyter-notebook kaggle-competition linear-regression logistic-regression python python3 svm-classifier titanic

Last synced: 07 Nov 2024

https://github.com/nirmit27/diabetes-prediction

A Streamlit webapp that predicts diabetes based on patient data.

data-science machine-learning ml ml-model python python3 sklearn streamlit streamlit-webapp svm svm-classifier

Last synced: 11 Nov 2024

https://github.com/ahammadmejbah/small-introduction-with-svm

A supervised machine learning model called a support vector machine (SVM) employs classification techniques to solve two-group classification problems. An SVM model can classify fresh text after being given sets of labeled training data for each category.

python svm svm-classifier

Last synced: 11 Nov 2024

https://github.com/msikorski93/heart-failure-prediction

The subject of this repository was to perform binary classification based on respondent's collected features (age, cholesterol level, fasting blood sugar, thallium stress test results, etc.).

classification knn-classifier logistic-regression random-forest-classifier roc-curves scikit-learn svm-classifier

Last synced: 11 Nov 2024

https://github.com/ikram-maulana/sentiment-analysis-simulation

😊😐😠 A Next.js website that serves as a tool to simulate the sentiment and aspect classification process using the Support Vector Machine (SVM) algorithm

classification nextjs reactjs sentiment-analysis support-vector-machine svm-classifier

Last synced: 11 Nov 2024

https://github.com/animesh-chourey/image-classification-using-a-bag-of-words-model

Bag-of-words model is created and classification of images using K-Nearest Neighbour (KNN) and Support Vector Machine (SVM) is performed.

bag-of-words image-descriptors knn-classifier sift-features svm-classifier

Last synced: 12 Nov 2024

https://github.com/ash0508/tumor-disease-detection-using-feature-selection-

This UROP project focuses on tumor disease detection using feature selection techniques like Mutual Information and Chi-Square Test. We implemented various machine learning algorithms, including Decision Trees, Random Forests, Logistic Regression, Naive Bayes, SVM, and KNN, to analyze their performance and improve detection accuracy.

chi-square decision-tree knn-classification logistic-regression mutual-information naive-bayes-classifier random-forest svm-classifier

Last synced: 11 Nov 2024

https://github.com/vanditg/wine-quality-analysis-

This repository contains important experiments and notebooks on wine quality analysis, related to the project of real-time wine sensing tool in Software Engineering and Project coursework.

colab-notebook jupyter-notebook logistic-regression machine-learning naive-bayes-classifier notebooks svc-svm svm-classifier wine-quality-analysis

Last synced: 05 Nov 2024

https://github.com/steveee27/e-commerce-product-description-classification

Classify e-commerce product descriptions into categories (Household, Books, Electronics, Clothing & Accessories) using SVM and Random Forest models with TF-IDF and Word2Vec representations. Includes data preprocessing, hyperparameter tuning, and model evaluation for performance comparison.

e-commerce machine-learning nlp product-classification random-forest-classifier svm svm-classifier text-classification tf-idf word2vec

Last synced: 03 Dec 2024

https://github.com/0xethsign/face-recog

face recognition using haarcascades.

flask flask-restful haarcascade-classifier svm-classifier

Last synced: 18 Dec 2024

https://github.com/crispengari/load-shedding-impact

🧨πŸ”₯ This repository contains a supervised and unsupervised task on the impact of Load-Shedding on University students in South Africa.

decision-tree-classifier logistic-regression machine-learning random-forest supervised-machine-learning svm-classifier unsupervised-learning

Last synced: 16 Dec 2024

https://github.com/mark-nawar/arabic-calligraphy-classifier

A Python SVM model to classifiy the 9 Arabic Calligraphies styles.

arabic calligraphy python svm-classifier

Last synced: 17 Dec 2024

https://github.com/shogunbanik18/diabetes_prediction

Predict Diabetes using Machine Learning Support Vector Machine (SVM) Algorithm . In this project, our objective is to predict whether the patient has diabetes or not based on various features like Glucose level, Insulin, Age, BMI. We will perform all the steps from Data gathering to Model deployment

machine-learning-algorithms svm-classifier

Last synced: 13 Nov 2024

https://github.com/lurenss/spam-filter

Second assignment of Artificial Intelligence course held by Professor Andrea Torsello of Ca' Foscari University of Venice, spam detectors with SVM classification using linear, polynomial of degree 2, RBF kernels and Naive Bayes and k-NN

k-nn linear-kernel machine-learning naive-bayes-classifier polynomial-kernel rbf-kernel svm-classifier

Last synced: 22 Dec 2024

https://github.com/shamil-t/sentiment-analysis-imdb-django

Imdb sentiment analysis using SVM Classifier,implemeted using Django and MySQL database

django imdb imdb-dataset pickle python3 sentiment-analysis sentiment-classification sklearn sql svm-classifier

Last synced: 07 Dec 2024

https://github.com/idaraabasiudoh/svm_cell_classification

This repository contains code for classifying cell samples using Support Vector Machine (SVM) with Scikit-learn.

machine-learning python3 scikit-learn svm-classifier

Last synced: 20 Dec 2024

https://github.com/grascya/heart-disease

The objective is to ascertain the probability of an individual being susceptible to a severe heart problem based on some features.

data-visualization explainable-machine-learning exploratory-data-analysis heart-disease svm-classifier

Last synced: 19 Nov 2024

https://github.com/somjit101/nlp-casestudy-personalized-cancer-diagnosis

In this problem statement, a sequence of genetic mutations and clinical evidences, i.e. descriptive texts as recorded by domain experts are used to classify the mutations to conclusive categories, to be used for diagnosis of the patient.

cancer-diagnosis ensemble-learning ensemble-model hyperparameter-tuning k-nearest-neighbours linear-svm logistic-regression majority-voting model-calibration multinomial-naive-bayes naive-bayes-classifier natural-language-processing nlp nlp-machine-learning random-forest-classifier response-coding stacking-ensemble svm-classifier text-processing

Last synced: 16 Nov 2024

https://github.com/lexxai/goit_python_ds_hw_05

ΠœΠ΅Ρ‚ΠΎΠ΄ ΠΎΠΏΠΎΡ€Π½ΠΈΡ… Π²Π΅ΠΊΡ‚ΠΎΡ€Ρ–Π² -Support Vector Machine, SVM. Π”Π΅Ρ€Π΅Π²Π° Ρ€Ρ–ΡˆΠ΅Π½ΡŒ - RandomForestClassifier, XGBClassifier

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

Last synced: 24 Nov 2024

https://github.com/karm-patel/attendance-using-face-recognition

Flask based web application to manage attendance using face recognition

bootstrap face-recognition facenet-model flask svm-classifier

Last synced: 17 Dec 2024

https://github.com/albertofaraujo/ml_previsao_de_caracteres

Criar um modelo de Support Vector Machine [SVM] capaz de prever qual o caractere das novas bases, utilizando referΓͺncias de coordenadas dos pixels nos dados de treino.

data-science machine-learning rstudio svm-classifier

Last synced: 06 Dec 2024

https://github.com/safaa-p/machine-failure-prediction

Predicting Machine failure using Machine learning on a synthetic dataset of an existing milling machine consisting of 10,000 data points

big-data classification clustering decision-tree machine-failure machine-learning neural-network pyspark-mllib spark spark-sql svm-classifier unbalanced-data

Last synced: 15 Nov 2024

https://github.com/dhrupad17/parkinsons-disease-detector

This is a Parkinson's Disease Detector application that uses machine learning to predict whether or not a person has Parkinson's Disease based on biomedical voice measurements. The application is built using Python and Streamlit.

jupyter-notebook machine-learning streamlit-webapp support-vector-machine svm-classifier

Last synced: 15 Nov 2024

https://github.com/kush1912/text-classification

This is one of the Projects which was done in interest to learn the difference between the different classification algorithm and derive a solid conclusion from that. It scrap sthe data from youtube and related to six different classes and then by using different classification algorithm it classifies them.

beautifulsoup4 naive-bayes-algorithm neural-network randomforest selenium-webdriver svm-classifier text-classification tfidf-vectorizer webscrapping xgboost-algorithm youtube

Last synced: 17 Nov 2024

https://github.com/dhrupad17/loan-status-prediction

A Loan Status Prediction system is a machine learning model or application that predicts whether a loan application will be approved or rejected

jupyter-notebook loan-prediction-analysis machine-learning streamlit svm-classifier

Last synced: 15 Nov 2024

https://github.com/dhrupad17/multiple-disease-prediction-system

This is a web application built with Streamlit that allows users to predict the presence of various diseases. The application provides prediction models for three different diseases: Diabetes, Parkinson's Disease, and Heart Disease.

disease-prediction jupyter-notebook machine-learning streamlit-webapp svm-classifier

Last synced: 15 Nov 2024

https://github.com/mahtabranjbar/cancer_detection_using_ml_models

This project uses machine learning to classify breast cancer tumors as malignant or benign using the Breast Cancer Wisconsin (Diagnostic) Dataset.

gradient-boosting-classifier knn-classification logestic-regression random-forest svm-classifier xgboost

Last synced: 24 Nov 2024

https://github.com/aman-095/multi-label-classification-problem

Applying supervised learning approaches on the dataset and finally predicting the labels in a multi class format. Dataset and more detailed problem present in Kaggle competition link: https://www.kaggle.com/t/04a239e37f69de0040810bc615b96063

kaggle-competition logistic-regression machine-learning mlp-classifier svm svm-classifier

Last synced: 12 Oct 2024

https://github.com/subhangisati/machine-learning

This consists of various machine learning algorithms like Linear regression, logistic regression, SVM, Decision tree, kNN etc. This will provide you basic knowledge of Machine learning algorithms using python. You'll learn PyTorch, pandas, numpy, matplotlib, seaborn, and various libraries.

artificial-intelligence classification data-science decision-trees knn-classification knn-model linear-regression logistic-regression machine-learning machine-learning-algorithms python regression-algorithms regression-models scikit-learn-python scikitlearn-machine-learning svm-classifier

Last synced: 08 Nov 2024

https://github.com/davityak03/iris-ml-classification-model-for-beginners-

Machine learning model used to predict the species of the iris flower

decision-tree-classifier machine-learning python svm-classifier

Last synced: 17 Nov 2024

https://github.com/davityak03/animal-classification-using-different-kinds-of-machine-learning-algos

5 different kinds of machine learning alorithms has been used for the classfication of the animals and have been compared with each other

decision-tree-classifier knn-classifier logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier python svm-classifier

Last synced: 17 Nov 2024

https://github.com/spignelon/letter-recognition_project-ml

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.

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

Last synced: 17 Nov 2024

https://github.com/bottomsnode/sct_ml_3

This repository contains code for classifying images of cats and dogs using a Support Vector Machine (SVM) classifier. The features for the classification are extracted using a pre-trained VGG16 model.

data-science deep-learning kaggle-dataset keras-tensorflow machine-learning opencv-python svm-classifier

Last synced: 17 Nov 2024

https://github.com/abshar-shihab/diabetes_prediction_using_machine_learning

The Diabetes Prediction Project uses a machine learning approach to predict whether a person is diabetic or not based on key health-related metrics. The project explores data preprocessing, feature scaling, and classification techniques using Python libraries.

machine-learning ml prediction predictive-modeling svm-classifier univariate-bayesian

Last synced: 24 Nov 2024

https://github.com/ritwika-das-gupta/sports_celebrity_image_classification

In this Python code snippet, we will walk through the process of building a celebrity face recognition system using OpenCV (Open Source Computer Vision Library) and machine learning. The goal of this project is to detect and recognize faces of celebrities in images.

feature-engineering gridsearchcv numpy opencv pandas python svm-classifier tkinter wavelet-transform

Last synced: 24 Nov 2024

https://github.com/akashash01/support_vector_machine

It's an linear model for classification and regression problems. It can solve non-linear problems by creating a hyperplane which separates the data into classes using KERNAL .

data-science datavisualization machine-learning numpy pandas python sklearn svm-classifier

Last synced: 14 Dec 2024

https://github.com/shyamkumarnagilla/lung-cancer-detection

This project uses machine learning algorithms like SVM, Decision Tree, and Random Forest to detect lung cancer from patient data. The models are trained, evaluated, and compared to identify the most accurate method for early lung cancer detection, aiming to improve diagnosis and treatment outcomes.

decision-trees exploratory-data-analysis machine-learning model-evaluation random-forest svm-classifier

Last synced: 24 Nov 2024

https://github.com/vaishnavi-3969/sign-mapper

Sign-Mapper: Traffic Sign Classifier and Detector

ai cnn decision-tree ml streamlit svm-classifier

Last synced: 12 Dec 2024

https://github.com/fusi3/neural_networks_coursework

A comparison of MLPs and SVMs (using python) for the binary classification of heart disease. My final coursework at City, University of London for the neural networks course

heart-disease mlp-classifier neural-networks python svm-classifier

Last synced: 24 Nov 2024

https://github.com/vaasudevans/svm-in-remotesensing

Presentation about SVM using Iris-datasets (code-along) and Implemented for Satellite imagery

python37 remote-sensing sklearn supervised-classification-methods svm-classifier

Last synced: 13 Dec 2024

https://github.com/mohcineproject/codevrecherche

This is the code for my school module named "codev recherche". It defines a machine learning algorithm that uses SVM to repeat the experiments done in a research paper that proposes novel metrics to compare signals on networks.

machine-learning-algorithms mnist-dataset signals svm-classifier

Last synced: 05 Nov 2024

https://github.com/sanjanahombal/study-on-sentiment-analysis

This project explores the optimal combination of Bag-of-Words and TF-IDF vectorization with Naive Bayes and SVM for sentiment analysis. It evaluates performance using accuracy, precision, recall, and F1-score, addressing ethical concerns like data privacy and bias to improve sentiment classification in real-world applications.

bag-of-words confusionmatrix googlecollab gridsearch-crossvalidation matplotlib-pyplot naive-bayes-classifier numpy pandas seaborn sklearn svm-classifier tfidf-vectorizer

Last synced: 31 Oct 2024

https://github.com/leftcoastnerdgirl/disaster_tweet_classification_nlp

This repository holds the final project for the Natural Language Processing project for the Intel AI Learning and Certification Program.

decision-tree-classifier knearest-neighbor-classifier knn-classifier logistic-regression nlp pandas random-forest-classifier sklearn sklearn-library support-vector-machine svm-classifier

Last synced: 10 Oct 2024

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: 21 Nov 2024

https://github.com/agnivchtj/stock-prediction-program

Find the optimal regression model that can forecast stock prices based on prior data.

jupyter-notebooks linear-regression machine-learning python sklearn stock-data stock-price-prediction svm-classifier tesla

Last synced: 21 Nov 2024

https://github.com/agnivchtj/us-census-classifier

Find the optimal classification algorithm that can predict salaries above $50k, based on US Census data.

census-data decision-tree-classifier jupyter-notebooks knn-classifier logistic-regression naive-bayes-classifier python scikit-learn svm-classifier

Last synced: 21 Nov 2024

https://github.com/melikaas/breast_cancer_prediction

build and evaluate Logistic Regression and SVM models to predict the diagnosis of breast cancer based on provided features

breast-cancer-classification breast-cancer-prediction breast-cancer-wisconsin classification logistic-regression machine-learning svm-classifier

Last synced: 15 Nov 2024

https://github.com/alexp11223/simplepybrainneuralneutwork

Some scripts for dataset exploration, normalization and classification using Python, PyBrain, SciPy

classification decision-trees gaussian-distribution machine-learning neural-network normalization pybrain python python2 qqplot scipy svm svm-classifier uci

Last synced: 13 Dec 2024

https://github.com/mostafa-wael/loan-classifier

A machine leaning based loan classifier using many classification techniques then, uses them trying to find the best parameters for each one of them hence, compares between them according to various metrics

classification decisiontreeclassifier f1-score jaccard-similarity knn-classification logisticregression logloss ml svm-classifier

Last synced: 21 Nov 2024

https://github.com/mrcolorr/svm_admm-distributed

Project to Solve a SVM fitting problem in MATLAB using a consensus distributed ADMM approach and CVX. Two SMW has been trained and tested on different datasets.

admm admm-algorithm bigdata cvx distributed-computing matlab optimization optimization-algorithms optimization-problem project svm svm-classifier svm-training

Last synced: 13 Nov 2024

https://github.com/sbasma/cnn_mslic_haralick_feature_fusion

Abstract and handcrafted feature fusion scheme for VHR image classification

cnn deep-learning haralick-features image-processing image-segmentation machine-learning svm-classifier

Last synced: 17 Dec 2024

https://github.com/bjam24/agh-models-in-credit-and-operational-risk

This project and exercises were made for the Models in credit and operational risk course at the AGH UST in 2022. All provided methods are a result of my work after hours, when I was solving given tasks (topics).

credit-risk credit-scoring decission-tree-classifier knn-classification linear-regression random-forest svm-classifier

Last synced: 01 Dec 2024