svm-classifier

This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machine learning algorithms such as Support vector machine and K - Nearest Neighbor.

machine-learning supervised-learning svm-classifier knn-classification eeg-classification deap-dataset

Updated Mar 1, 2019
Python

abhinav-bhardwaj / IoT-Network-Intrusion-Detection-System-UNSW-NB15

Star 174

Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset

iot machine-learning deep-learning random-forest tensorflow linear-regression keras cybersecurity supervised-learning classification logistic-regression knn decision-tree-classifier iot-security svm-classifier network-security network-intrusion-detection multilayer-perceptron mlp-classifier unsw-nb15

Updated Sep 8, 2021
Jupyter Notebook

amineHorseman / facial-expression-recognition-svm

Star 174

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

python machine-learning svm scikit-learn sklearn hog-features svm-classifier hog facial-expression-recognition fer2013

Updated Sep 13, 2018
Python

eloquentarduino / EloquentArduino

Star 169

IO, scheduling, utils, machine learning... for Arduino

machine-learning arduino-library svm-classifier

Updated Mar 17, 2024
C++

AFAgarap / gru-svm

Star 166

[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection

machine-learning tensorflow svm recurrent-neural-networks artificial-intelligence gru supervised-learning classification intrusion-detection rnn artificial-neural-networks support-vector-machine rnn-tensorflow svm-classifier softmax classification-task gru-svm gru-model

Updated Mar 24, 2023
Python

GAR-Project / project

Star 149

DDoS attacks detection by using SVM on SDN networks.

influxdb artificial-intelligence telegraf ddos-detection ovs sdn-network svm-classifier mininet network-namespace software-defined-networking ryu-controller mininet-internals

Updated Nov 2, 2022
Python

abhinav-bhardwaj / Network-Intrusion-Detection-Using-Machine-Learning

Star 138

A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach

data-science machine-learning deep-learning network keras pandas cybersecurity statistical-analysis supervised-learning classification autoencoder lstm-model cnn-keras svm-classifier network-security intrusion-detection-system nsl-kdd mlp-classifier

Updated Oct 12, 2021
Jupyter Notebook

maowankuiDji / Word2Vec-sentiment

Star 135

基于Word2Vec+SVM对电商的评论数据进行情感分析

sentiment-analysis word2vec-model svm-classifier

Updated Aug 9, 2018
Python

kennedyCzar / STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDA

Star 133

Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Select Tradeable Stocks