https://github.com/kaslanarian/pysvm

PySVM : A NumPy implementation of SVM based on SMO algorithm. Numpy构建SVM分类、回归与单分类，支持缓存机制与随机傅里叶特征

machine-learning one-class-svm python random-fourier-features svm svm-classifier svm-kernel svm-regressor

Last synced: 08 May 2025

https://github.com/bhattbhavesh91/svm-kernel-trick

To deal with non-linearly separable we use SVM's Kernel Trick which maps data to higher dimension!

kernel-trick rbf-kernel support-vector-machine svm svm-classifier svm-kernel

Last synced: 04 Mar 2026

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/moindalvs/assignment_svm_forest_fire_prediction

adasyn-sampling auc-roc-curve data-science hyperparameter-tuning kernel-trick regularization smote-sampling smoteenn smotetomek svm-classifier svm-kernel

Last synced: 25 Apr 2026

https://github.com/moindalvs/svm_hyperparameter_tuning_kernel_tricks

Effect of Gamma values and C values visualization on dataset and errors/misclassification

data-science gamma hyperparameter-tuning kernel regularization sklearn svm-classifier svm-kernel visualization

Last synced: 25 Apr 2026

https://github.com/shakilgithub20/news-classification

naivebayes nltk-library nltk-python preprocessing preprocessing-data sklearn svm-kernel svm-model

Last synced: 03 Feb 2026

https://github.com/kiarashvosough1999/svm-perceptron

SVM-Perceptron On Flight DataSet

kernel-functions machine-learning perceptron perceptron-learning-algorithm perceptron-model perceptron-neural-networks svm-classifier svm-kernel svm-kernels svm-model

Last synced: 24 Mar 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/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/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/prajakta1321/creed-collection-of-ml-algos-and-strategies

Creed is a dynamic repository where machine learning algorithms meet practical implementation, crafted through hands-on coding sessions in Google Colaboratory.

algorithms-implemented classification colaboratory emsembling feature-engineering machine-learning machine-learning-algorithms python3 pythonlibrarires regression-analysis svm-kernel

Last synced: 20 May 2026

https://github.com/esscova/svm-r

Este repositório contém uma implementação do algoritmo SVM para classificação de dados nos datasets Iris e Wine, usando a linguagem R com RStudio. Você pode executar o código localmente ou com Docker.

iris iris-classification ml svm svm-classifier svm-kernel wine-classification wine-dataset

Last synced: 03 Jul 2025

https://github.com/jaewonson37/data_mining

Topic: Data Analysis with Voice Dataset for Gender Recognition // Summary: Explored algorithms and found the best model that showed a 98.2% classification accuracy for a voice dataset

bagging boosting decision-tree-classifier jupyter-notebook knn-classifier logistic-regression random-forest-classifier svm-classifier svm-kernel svm-rbf voting

Last synced: 29 Mar 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