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support-vector-classifier

Here are 109 public repositories matching this topic...

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.

svm machine-learning-algorithms mnist-dataset logistic-regression support-vector-machines knn artificial-neural-network handwritten-digit-recognition k-nearest-neighbours supervised-machine-learning support-vector-classifier perceptron-learning-algorithm sigmoid-function delta-rule mnist-classification-logistic comparative-study multiclass-perceptron learning-algorithms-comparison accuracy-analysis efficiency-analysis

Updated Jan 17, 2021
Python

maximer-v / quantum-machine-learning

This is an exploration using synthetic data in CSV format to apply QML models for the sake of binary classification. You can find here three different approaches. Two with Qiskit (VQC and QK/SVC) and one with Pennylane (QVC).

qml quantum quantum-computing support-vector-machines quantum-programming-language quantum-algorithms support-vector-classifier quantum-machine-learning synthetic-data qiskit qiskit-tutorial qiskit-aqua qml-applications pennylane variational-quantum-classifier quantum-kernel

Updated Jan 14, 2024
Jupyter Notebook

howardyclo / NTHU-Machine-Learning

NTHU EE6550 Machine Learning slides and my code solutions for spring semester 2017.

machine-learning deep-neural-networks deep-learning course-materials neural-network svm assignment adaboost support-vector-machines nthu support-vector-classifier svr support-vector-regression

Updated Jun 20, 2017
Python

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.

machine-learning logistic-regression iris-dataset support-vector-classifier logistic-regression-algorithm navie-bayes-algorithm iris-classification k-nearest-neighbor-classifier

Updated Oct 4, 2023
Jupyter Notebook

Diabetic-Patient-Prediction

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 support-vector-classifier random-forest-classifer

Updated Jul 1, 2023
Jupyter Notebook

indrapaul824 / Binary-Classification-Web-App

A web app for visualizing Binary Classification Results using Streamlit module in Python deployed on Heroku.

machine-learning web-app logistic-regression binary-classification heroku-deployment support-vector-classifier model-deployment random-forest-classifier streamlit-dashboard

Updated Dec 3, 2020
Python

rifatSDAS / satellite_machine_learning

Unsupervised and supervised learning for satellite image classification

scikit-learn satellite-data support-vector-machines classifications kmeans-clustering rasterio scikitlearn-machine-learning support-vector-classifier sentinel-2 sentinel-1 sentinel-3 sentinels scikit-learn-python

Updated Mar 9, 2022
Jupyter Notebook

Ansu-John / Classification-Models

Build and evaluate various machine learning classification models using Python.

machine-learning naive-bayes-classifier decision-tree-classifier svm-classifier support-vector-classifier knearest-neighbor-classifier random-forest-classifier classification-model logistic-regression-classifier

Updated Nov 22, 2020
Jupyter Notebook

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.

support-vector-classifier

Updated Jul 6, 2023
Jupyter Notebook

likarajo / premier_league

Predictions for the English Premier League season

sklearn classification logistic-regression support-vector-machine support-vector-classifier k-nearest-neighbors

Updated Jan 11, 2020
Jupyter Notebook

Jspano95 / Retail-Customer-Classification-Modelling

Classification ML models for predicting customer outcomes (namely, whether they're likely to opt into email / catalog marketing) depending on customer demographics (age, proximity to store, gender, customer loyalty duration) as well as sales and shopping frequencies by department

feature-engineering decision-tree-classifier support-vector-classifier voting-classifier logistic-regression-algorithm random-forest-classifier customer-segmentation knearest-neighbor-classification classification-models consumer-insights xgboost-classification

Updated May 4, 2021
Jupyter Notebook

Tekraj15 / MLWebAppForBinaryClassificationOfMushroom

Interactive ML web application will allow users to choose classification algorithm, let them interactively set hyper-parameter values, and Input Image.

machine-learning artificial-intelligence classification-algorithm mushroom support-vector-classifier random-forest-classifier

Updated Sep 4, 2020
Python

itsmarmot / Sentiment-Analysis

Sentiment Analysis is NLP technique used to determine the sentiment expressed in a piece of text, which can be positive, negative, or neutral. SVC is a powerful machine learning model that can be used for this purpose due to its effectiveness in handling high-dimensional data.

machine-learning sentiment-analysis classification support-vector-classifier

Updated Jul 8, 2024
Jupyter Notebook

SanjarH / Sarcasm-Detection

Project made in Jupyter Notebook with "News Headlines Dataset For Sarcasm Detection" from Kaggle.

visualization python data-science machine-learning deep-learning embeddings gru accuracy logistic-regression bayes-classifier lstm-neural-networks keras-tensorflow support-vector-classifier sarcasm-detection global-average-pooling sgd-classifier early-stopping simplernn

Updated Jun 15, 2022
Jupyter Notebook

ROCCYK / DiseasePredictor

Intro to Machine Learning Final Project

pca logistic-regression decision-tree-classifier support-vector-classifier ensemble-classifier random-forest-classifier gaussian-naive-bayes soft-voting

Updated Dec 12, 2022
Jupyter Notebook

tboudart / Life-Expectancy-Regression-Analysis-and-Classification

I contributed to a group project using the Life Expectancy (WHO) dataset from Kaggle where I performed regression analysis to predict life expectancy and classification to classify countries as developed or developing. The project was completed in Python using the pandas, Matplotlib, NumPy, seaborn, scikit-learn, and statsmodels libraries. The r…

python numpy scikit-learn pandas seaborn naive-bayes-classifier jupyter-notebooks ridge-regression statsmodels decision-tree-classifier gradient-boosting-classifier lasso-regression support-vector-classifier random-forest-classifier random-forest-regression ordinary-least-squares matplotlib-pyplot k-nearest-neighbor-classifier adaboost-classifier

Updated Jun 29, 2021
Jupyter Notebook

ROCCYK / Classification

Intro to Machine Learning Assignment 2

iris-dataset support-vector-classifier knn-classifier gaussian-processes-classifier

Updated Oct 23, 2022
Jupyter Notebook

krish1919ls / machine_learning_models

Assignments from Applied Machine Learning Class (UTD BUAN-6341)

python linear-regression expectation-maximization artificial-neural-networks logistic-regression random-projections principal-component-analysis hyperparameter-tuning decision-tree-classifier gradient-descent-algorithm support-vector-classifier k-means-clustering independent-component-analysis knn-classifier adaboost-classifier

Updated Feb 27, 2022
Jupyter Notebook

absaw / trauma-data-analysis

Integrative Biomechanical and Clinical Features Predict In-Hospital Trauma Mortality

logistic-regression binary-classification support-vector-classifier random-forest-classifier neural-net extreme-gradient-boosting

Updated Oct 17, 2024
Jupyter Notebook

wesbarnett / spam-or-ham

Using a support vector machine to classify emails

python machine-learning scikit-learn support-vector-machine support-vector-classifier

Updated Jun 23, 2018
Jupyter Notebook

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