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.

Date Created 2018-07-03 (6 years ago)

Commits 40 (last one 2 months ago)

Stargazers 62 (0 this week)

Watchers 3 (0 this week)

Forks 18

License mit

Ranking

RepositoryStats indexes 641,700 repositories, of these harismuneer/Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM is ranked #429,653 (33rd percentile) for total stargazers, and #421,599 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #83,962/131,903.

harismuneer/Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM is also tagged with popular topics, for these it's ranked: machine-learning-algorithms (#217/295)

Other Information

Homepage URL: https://github.com/harismuneer

All Topics

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

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

6 commits on the default branch (master) since jan '22

Yearly Commits

Commits to the default branch (master) per year

Issue History

No issues have been posted

Languages

The only known language in this repository is Python

updated: 2025-03-08 @ 07:35am, id: 139596782 / R_kgDOCFIT7g