搜索资源列表
PCA_C
- PCA应用于数据矩阵降维，压缩数据！广泛应用于各种行业。Author: F. Murtagh- Principal Components Analysis or the Karhunen-Loeve expansion is a classical method for dimensionality reduction or exploratory data analysis. One reference among many is: F. Murtagh and A. Heck,
PCA-K_means
- 基于PCA降维的k-means算法，附带有检测正确率的源码以及相应的检测数据-PCA dimensionality reduction based on k-means algorithm, source code comes with the correct detection rate and the corresponding test data
PCA
- 关于PCA降维理论的原理的透彻讲解，通俗易懂，便于理解，适合初学者-About PCA dimension theory to explain the principles of thorough, easy to understand, easy to understand for beginners
dimen_toolbox
- 最新最强MATLAB降维工具箱，可用于人脸识别，模式识别，机器学习，数据挖掘，图像处理等领域，里面包含的算法有PCA,LDA,KPCA,KLDA,Laplacian，LPP,MDS,NPE,SPE,LLC,CFA,MCML,LM-The latest and greatest dimension reduction MATLAB toolbox can be used for face recognition, pattern recognition, machine learning, dat
PCA
- PCA算法实现对数据降维，train_sample为训练样本，train_class为训练样本的分类结果，test_sample为测试样本，test_class为测试样本的分类结果，可以从UCI下载数据集进行调用~-PCA algorithm for data dimensionality reduction, train_sample of training samples, train_class for the classification of training samples, tes
RGBD_autocoder
- 基于RGBD图像的自编码器实现 可以用于图像降维，特征提取-autoencoder for RGBD image
14
- matlab神经网络遗传算法的优化计算建模自变量降维-Optimization of MATLAB neural network and genetic algorithm computational modeling variable dimension reduction
K---NN
- 以著名的wine数据作为实验样本。包括k-NN算法，交叉验证，PCA降维等。-With the famous wine data as experimental samples.K- NN algorithm, cross validation, PCA dimension reduction, etc.
[emuch.net]EigenfaceCore
- 这是利用pca原理编写的，里面含有降维，形成特征空间。-This principle is the use of pca prepared, which contains dimension reduction, formed feature space.
ICA
- ica算法 化学信号 混合光谱降维滤噪-ica algorithm for chemical signal
PCAPLDA
- PCA+LDA人脸识别，PCA降维到N-C,（N为训练样本数，C为类别数）使得Sw非奇异，主要是解决小样本，数据集为ORL，每类取9（可改）个图片-PCA+LDA recognition, PCA dimensionality reduction to NC, (N is the number of training samples, C is the number of categories) make Sw nonsingular, mainly to resolve the small s
步态识别算法
- 一类基于Matlab的步态识别的算法，并应用主成分分析进行降维.
CASIA_B_Multi-View_Gait_Baseline
- 基于一种新的变换模型的步态识别算法matlab程序，运用了主成分分析进行降维。-Transformation model based on a new gait recognition algorithm matlab procedures, the use of principal component analysis for dimensionality reduction.
genetic-algorithm
- 建模自变量降维遗传算法的源码,可作为学习参考-Modeling variable dimensionality reduction from genetic algorithm source code, can be used as a reference to learn
H-Network
- 案例27 遗传算法的优化计算——建模自变量降维-Genetic algorithm optimization Case 27- Modeling the argument dimensionality reduction
lle
- lle（局部线性嵌入）算法的源代码，适合进行人脸识别等，可降维。-lle (LLE) algorithm source code, suitable for face recognition, can reduce the dimension.
supervised-LLE-S-isomap
- 线性降维算法的各种论文 包括监督非监督 LLE ISOMAP ROBUST 等-Linear dimensionality reduction algorithms include overseeing various papers unsupervised LLE ISOMAP ROBUST etc.
xiugai
- 针对于图像复制粘贴篡改检测，对图像数据进行降维处理，并进行块匹配，比较其图像块欧几里得距离-For copy and paste the image tamper detection, image data dimensionality reduction, and block matching, comparing its image block Euclidean distance
PCAtest
- PCA降维算法，不是MATLAB内置的pca降维-PCA dimensionality reduction algorithm, not the MATLAB built-in pca dimensionality reduction
PCAmatlab
- 利用PCA方法对数据集进行降维，能提高识别效率。-Use PCA method to reduce the dimensionality of the data set can improve the recognition efficiency.