STEPS

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Select Dataset

Choose the dataset to train and evaluate the SVM model.

🍷 Wine Dataset

Linearly separable data with 3 classes. Uses Linear Kernel SVM.

🌙 Two Moons Dataset

Non-linearly separable data. Compares Linear vs RBF Kernel SVM.

SVM Kernel Visualizer

Interactive Support Vector Machine Simulator

Linear Kernel

RBF Kernel

Configuration

Samples 750

Noise 0.1

C (Regularization) 1

RBF Gamma 2

Overview

3D Hyperplane

Samples 750

Noise 0.1

C 1

RBF Gamma 2

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