JingweiToo / Machine-Learning-Toolbox
This toolbox offers 8 machine learning methods including KNN, SVM, DA, DT, and etc., which are simpler and easy to implement.
☆23Updated 4 years ago
Alternatives and similar repositories for Machine-Learning-Toolbox:
Users that are interested in Machine-Learning-Toolbox are comparing it to the libraries listed below
- This MATLAB code implements the binary Grass hopper optimization algorithm to select the features and train with KNN☆12Updated 5 years ago
- 使用遗传算法优化支持向量机/Optimization of support vector machine using genetic algorithm☆36Updated 2 years ago
- Ensemble Learning Toolbox☆16Updated 4 years ago
- Feature selection: Minimal Redundancy and Maximal Relevance (mRMR)☆23Updated 10 years ago
- 使用libsvm进行分类☆17Updated 4 years ago
- This toolbox offers more than 40 wrapper feature selection methods include PSO, GA, DE, ACO, GSA, and etc. They are simple and easy to i…☆171Updated 3 years ago
- The binary version of Differential Evolution (DE), named as Binary Differential Evolution (BDE) is applied for feature selection tasks.☆10Updated 4 years ago
- Application of Whale Optimization Algorithm (WOA) in the feature selection tasks.☆26Updated 3 years ago
- Emotion Recognition using PSO and SVM☆15Updated 3 years ago
- Matlab implementation of Extreme Learning Machine and variants☆31Updated 6 years ago
- Include BP / GA_SVM / GS_SVM / KNN / LDA / PCA / PSO_SVM☆28Updated 2 years ago
- Feature Selection and Extraction☆19Updated 9 years ago
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆56Updated 3 years ago
- It is a project of SVM optimization algorithm which use the Grey Wolf Optimizer☆78Updated 5 years ago
- Demonstration on how binary grey wolf optimization (BGWO) applied in the feature selection task.☆34Updated 3 years ago
- 利用最小二乘支持向量机进行分类器建模，改进鲸鱼算法（基于冯洛伊曼拓扑的鲸鱼算法）进行超参数寻优☆39Updated 5 years ago
- 随机森林工具包-MATLAB版实现☆36Updated 4 years ago
- Matlab codes for support vector regression (SVR) and revelance vector regression (RVR) analysis with cross validation to evaluate the pre…☆22Updated 4 years ago
- Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approa…☆72Updated 3 years ago
- Code for paper: Multiclass Relevance Vector Machines - Sparsity and Accuracy☆24Updated 10 years ago
- Project for identify human sleep stage using the combination of ELM and PSO compared to the combination of SVM and PSO☆22Updated 5 years ago
- This is a MATLAB project which can calculate EMD/EEMD☆77Updated 7 years ago
- Epilepsy Prediction with CNN-BiLSTM | BSc dissertation project☆17Updated 2 years ago
- MATLAB Implementation of SMOTE related algorithms☆31Updated 7 months ago
- Mutual Information measures using kNN for both continuous and categorical (discrete) variables [Matlab code]☆19Updated 4 years ago
- Particle Swarm Optimisation for Feature Selection☆17Updated 5 years ago
- Multisignal Wavelet Transform Feature Extraction☆14Updated 4 years ago
- Simple, fast and ease of implementation. The filter feature selection methods include Relief-F, PCC, TV, and NCA.☆21Updated 4 years ago
- MATLAB Implementation of Twin Support Vector Machines☆14Updated 6 years ago
- Intrusion Detection is a technique to identify the abnormal behavior of system due to attack. The unusual behavior of the environment is …☆27Updated 7 years ago