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在线极限学习机函数,包含拟合和分类功能,有详细注释-Extreme Learning Machine function includes fitting and classification, detailed notes
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极限学习机(extreme learning machine)ELM是一种简单易用、有效的单隐层前馈神经网络SLFNs学习算法。2006年由南洋理工大学黄广斌副教授提出。传统的神经网络学习算法(如BP算法)需要人为设置大量的网络训练参数,并且很容易产生局部最优解。极限学习机只需要设置网络的隐层节点个数,在算法执行过程中不需要调整网络的输入权值以及隐元的偏置,并且产生唯一的最优解,因此具有学习速度快且泛化性能好的优点。-Extreme Learning Machine (extreme learn
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极限学习机分类与拟合,训练采用elmtrain.m,分类与拟合用elmprediction.m.-Extreme Learning Machine classification and fitting
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这个一个极限学习机的代码,希望你能从中学到不少好东西-Little extreme learning machine code that allows you to learn about, you look good if you can do some
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迭代法下的极限学习机,能对数据进行预测估计。-Extreme Learning Machine under iterative method, the data can be predicted estimates.
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matlab code of A hybrid approach combining extreme learning machine and sparse representation for image classification. Engineering Applications of Artificial Intelligence 27 (2014): 228-235.-Luo, Minxia, and Kai Zhang. A hybrid approach combining e
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极限学习机\极速学习机\鲁棒ELM代码
matlab代码 离群值鲁棒极速学习机文章Zhang, Kai, and Minxia Luo. Outlier-robust extreme learning machine for regression problems. Neurocomputing 151 (2015): 1519-1527.的matlab代码-Matlab codes of the following paper:
Zhang, Kai, and Minxia Luo.
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Extreme Learning Machine Extreme Learning Machine
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breast数据集的极限学习机的分类算法,自己编写的,可以运行-Extreme Learning Machine classification algorithm breast datasets, write your own, you can run
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austrlian数据集的极限学习机算法代码。可以运行-Extreme Learning Machine algorithm code austrlian dataset. You can run
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根据果蝇优化算法得到极速学习机隐层神经元的数目依据得到的隐层神经元数目和极限学习机的方法对训练样本和测试样本进行训练学习。-According to the fruit flies optimization algorithm to get extreme learning machine based on the number of hidden layer neurons of hidden layer neurons number and extreme learning machine
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Extreme Learning Machine for Multilayer Perceptron
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Extreme Learning Machine JAVA
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Extreme Learning Machine linux
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extension extreme learning machine
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this is extension extreme learning machine that can be used for classification and regression
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extreme learning machine
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ELM(极限学习机)对序列进行预测,里面含有测试数据,可以运行,欢迎下载!(ELM (extreme learning machine) to predict the sequence, which contains test data, can run, welcome to download!)
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采用python语言实现极限学习机算法,数据三分类,加入数据可以跑通(Using python language to achieve extreme learning machine algorithm, data three classification, join data can run through)
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利用极限学习机elm来进行分类,你值得拥有,这个程序是可以实现的,有问题,一起讨论。(Use extreme learning machine elm to classify, you deserve it, thank you for this platform, thank you.)
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