搜索资源列表
LSSVM工具箱
- 基于MATLAB的神经网络的工具箱，安装即可使用(Toolbox of neural network based on MATLAB)
lssvm
- 最小二乘支持向量机解决拟合和模式识别等多种问题，包含所有源码(Least squares support vector machines to solve a variety of problems such as fitting and pattern recognition, including all source code)
LS-SVM
- lssvm用于状态分类和预测，主要应用于信号处理以及智能算法等领域(LSSVM is used for state classification and prediction)
YPEA114 Artificial Bee Colony
- Using the the LSSVM the parameter, the optimal parameters, more accurate classification.
LS_SVMlab
- 最小二乘支持向量机lssvmMATLAB代码可以实现分类和回归处理(Least squares support vector machine lssvmMATLAB code can be achieved classification and regression processing)
lssvm
- 最小二乘支持向量机回归，四个插入数据分别为训练输入、训练输出、测试输入、测试输出。工具包+程序(Least squares support vector regression (SVM), the four inserted data are training input, training output, test input and test output)
PSO_LSSVM
- 基于pso_lssvm的预测程序，直接可用，可以出图，可以修改。加入了粒子变异、权值的递减策略（去掉%就行了）。注意：excel记得放对位置(Pso_lssvm based prediction program, directly available, you can map, you can modify. Added a particle mutation, weight reduction strategy (remove%))
LSSVMlabv1_8
- 最小二乘支持向量机matlab工具箱，可用于分类回归预测等。(Least squares support vector machine)
emd分解
- 实现emd的分解并利用svm预测，最终得到太阳能的预测结果(Realize the decomposition of EMD and use SVM prediction, and finally get the prediction result of solar energy.)
8177795
- 这是LSSVM最小二乘仿真程序,希望对大家有用！()
lsvm
- lssvm matlab codes,support vector machine
psolssvm
- pso优化lssvm工具包,其中包括两个函数(PSO optimizes the LSSVM toolkit, which includes two functions)
hnaegrity
- 这是LSSVM最小二乘仿真程序,希望对大家有用！()
00004xiaobobaonengliangfenxi(1)
- The classifier based on LSSVM is used for three classifications of iris, and 4 features are classified by 3 categories. The accuracy rate is over 90%.
WOAlssvm
- 鲸鱼算法改进优化，结合最小二乘支持向量机，(Whale algorithm optimization)
SVM_Short-term-Load-Forecasting2
- 本文采用最小二乘支持向量机（LSSVM）模型，根据浙江台州某地区的历史负荷数据和气象数据，分析影响预测的各种因素，总结了负荷变化的规律性，对历史负荷数据中的“异常数据”进行修正，对负荷预测中要考虑的相关因素进行了归一化处理。LSSVM中的两个参数对模型有很大影响，而目前依然是基于经验的办法解决。对此，本文采用粒子群优化算法对模型参数进行寻优，以测试集误差作为判决依据，实现模型参数的优化选择，使得预测精度有所提高。实际算例表明，本文的预测方法收敛性好、有较高的预测精度和较快的训练速度。(this
SVR
- SVR源码以及详细交通流预测模型，里面有SVM，SVR，LSSVM(SVR source code and detailed traffic flow prediction model, including SVM, SVR, LSSVM)
LSSVM
- 最小二乘支持向量机，用于进行函数的回归分析(Least squares-Support Vector Machine,Used for regression analysis of functions)
VNWOA优化LSSVM
- 鲸鱼算法，PSO,GA,优化核极限学习机，(Whale algorithm, PSO, GA, optimized nuclear extreme learning machine,)