svm-model

Handwritten Digit Recognition using Machine Learning and Deep Learning

Superpixel-based semantic segmentation, with object pose estimation and tracking. Provided as a ROS package.

Support Vector Machine in Javascript

COVID-19 Question Dataset from the paper "What Are People Asking About COVID-19? A Question Classification Dataset"

Service for machine learning model prediction in Flask, celery

Speech_Emotion_detection-CNN,SVM,RF,DT,MLP

In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifiers that uses machine learning algorithms has been used for decades in recognizing emotions from speech. However, in recent years, deep learning methods have taken the center stage and have gained popularity for their ability to perform well without any input hand-crafted features. Speech emotion on sets obtained from RAVDESS corpus is classified using a conventionally used Support Vector Machine (SVM) and its performance is compared to that of a bidirectional long short-term memory (LSTM).

EKG Analysis code for the MI3 intern group at CHOC Children's

AUTOMATED TYPE CLASSIFICATION OF GLAUCOMA DETECTION USING DEEP LEARNING

R Package not developed anymore (only maintenance). Replaced by package rchemo

The project aims at building a machine learning model that will be able to classify the various hand gestures used for fingerspelling in sign language. In this user independent model, classification machine learning algorithms are trained using a set of image data and testing is done. Various machine learning algorithms are applied on the datasets, including Convolutional Neural Network (CNN).

🍃 Spam Classifier with Data Preparation and Support Vector Machine (SVM)

An undergraduate project to evaluate classifiers for facial expression recognition.

My Implementation of Machine Learning models

This repository contains various machine problems with solutions with various algorithms.

Easy to understand classification problem from a highly skewed kaggle dataset. Solved using logistic regression and SVM, code inspired from top contributor.

Matlab/C++ library to evaluate SVM decision function and its derivatives.

Fisheriris dataset classifier in Matlab

Gender recognition based on human speech signals.

For conceptual understanding you can refer my medium blog which will provide you in-depth knowledge of SVC along with various other factors required in data science.

Application of SVM classifier and NN classifiers for sentiment classification of Russian Twitter messages

Using Stanford CoreNLP and SVM-Rank in a Supervised Approach to Text Difficulty Ranking

Domain Discovery for the Sparkler Crawl Environment

MachineLearning

breast cancer detection using KNN and SVM

Code for my paper titled "Online Writer Identification using Sparse Coding and Histogram based descriptors" published as an oral in the 15th International Conference on Frontiers in Handwriting Recognition (ICFHR-2016)

2018年全球程序员大赛参赛作品, 在给定的数据基础上,加上自己采集的飞机、天气等影响因子, 利用svm算法预测航班延误率.

This repository contains projects from Andrew NG's Machine Learning course at Coursera

2019 [Julia] GPU CUDAnative SVM: a stochastic decomposition implementation of support-vector machine training