comparative-study

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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.

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

UpdatedJan 30, 2025
Python

bharatmahaur /ComparativeStudy

Star8

Code for paper: "Road object detection: a comparative study of deep learning-based algorithms"https://link.springer.com/article/10.1007/s11042-022-12447-5

caffe deep-learning tensorflow ssd object-detection autonomous-driving r-fcn mask-rcnn retinanet comparative-study bdd100k yolov4 mosaic-data-augmentation

UpdatedOct 31, 2022
Jupyter Notebook

masud-technope /RevHelper-MSR2017

Star3

Predicting Usefulness of Code Review Comments using Textual Features and Developer Experience

text-mining text-analysis code-review predictive-modeling semantic-analysis random-forest-classifier replication-package comparative-study

UpdatedJul 20, 2018
R

sckwok /Macaques-Replay

Star1

Behavioural and Neural Mechanisms of Memory Replay in Monkeys

learning behavior matlab mri videos fmri cortex spikes metacognition comparative-study macaque-brain brainweb precuneus

UpdatedApr 3, 2020

Ashwath0102 /Comparative-Study-of-Machine-Learning-and-Deep-Learning-Models-for-PC-Overheating-Detection

Star1

Comparitive Study based on the accuracies

python machinelearning deeplearning comparative-study overheating cpuoverheating

UpdatedSep 7, 2023
Jupyter Notebook

Maleniski /EduStatTech-SRLE

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This repository offers a collection of research instruments designed for a comparative study on pedagogical technology integration using SRLE model.

statistical-learning higher-education data-science-learning comparative-study srle teacher-resources

UpdatedFeb 24, 2024

cognitivefactory /interactive-clustering-comparative-study

Star0

A comparative study of `cognitivefactory/interactive-clustering` package on NLP datasets.

python natural-language-processing clustering constraints comparative-study interactive-clustering

UpdatedDec 18, 2023
Jupyter Notebook

GiatrasKon /ProteinStructurePrediction-ComparativeStudy

Star0

Comparison of protein structure prediction methods: Rosetta Ab Initio, which uses fragment assembly, Monte Carlo optimization and energy minimization, and a Linear Algebra Algorithm based on Cayley-Menger matrices.