Description: ICA is used to classify text in extension to the latent semantic indexing framework. ICA show to align the context grouping structure well in a human sense [1], thus can be used for unsupervised classification. The demonstration shows this on medical abstracts (MED dataset), that uses BIC to estimate the number of classes and produces keywords for each class. The icaML algorithm is used.
-ICA is used to classify text in extension to the latent semantic indexing framework. ICA show to align the context grouping structure well in a human sense [1], thus can be used for unsupervised classification. The demonstration shows this on medical abstracts (MED dataset), that uses BIC to estimate the number of classes and produces keywords for each class. The icaML algorithm is used. Platform: |
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Author:海心 |
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Description: Support Vector Machines is a powerful methodology for solving problems in nonlinear classification and regression.
It is a matlab version.-Support Vector Machines is a powerful methamphetamine odology for solving problems in nonlinear CLAS sification and regression. It is a Matlab versi on. Platform: |
Size: 29696 |
Author:Mountain |
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Description: 模式识别matlab工具箱,包括SVM,ICA,PCA,NN等等模式识别算法,很有参考价值-pattern recognition Matlab toolbox, including SVM, ICA, PCA, NN pattern recognition algorithms, and so on, of great reference value Platform: |
Size: 630784 |
Author:zsq |
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Description: matlab数据挖掘算法。实用cart决策树进行分类，可识别多类。decision tree algorithm, classification.-Matlab data mining algorithms. Practical cart decision tree classification, identification number category. Decision tree algorithm, the classification. Platform: |
Size: 1024 |
Author:李思 |
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Description: Find a classification error for a given decision surface D and a given set of patterns and targets -Find a classification error for a given dec ision surface D and a given set of patterns and ta rgets Platform: |
Size: 1024 |
Author:柳风 |
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Description: Spectral Python (SPy) is a python package for reading, viewing, manipulating, and classifying hyperspectral image (HSI) data. SPy includes functions for clustering, dimensionality reduction, supervised classification, and more. Platform: |
Size: 216064 |
Author:john |
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Description: support vector manchine and kNN分类的源代码.支持向量机是数据处理的比较良好的方法.最紧邻分类也是比较经典的-support vector manchine and kNN classification of the source code. Support Vector Machine is a good comparison of data-processing method. s classification is relatively close to the classic Platform: |
Size: 48128 |
Author:武林芝 |
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Description: c-mean聚类算法源代码，通过对输入数据进行训练和分类类别设定，能够得到数据的聚类图。-c-mean clustering algorithm source code, through the input data for training and classification of types of settings can be data clustering Fig. Platform: |
Size: 2048 |
Author:张红 |
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Description: 中科院的论文,提供了两个优秀的文本分类的方法.-Chinese Academy of Sciences paper, provides two excellent methods for text classification. Platform: |
Size: 235520 |
Author:huai |
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Description: 通过降维处理，高维数据的分类一般可以转换为2维数据分类。此源码包含一个2维-2类数据分类工具箱。包括：ML，K-NN，SVM，LS，DB-Through the dimension reduction processing, high dimensional data classification commonly can convert to 2 d data classification. This source includes a 2 d-two kinds of data classification toolbox. Including: ML, K-NN by SVM, LS, DB. Platform: |
Size: 988160 |
Author:杨明 |
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