搜索资源列表
distanceKNN
- 可以分别设置度量距离的KNN分类器，有欧式和马氏距离。对模式识别十分重要的作用，有着较好的分类效果，可以帮助新手更好的理解KNN原理，对人脸识别有着很好的演示作用。-Distance can be set respectively KNN classifier, style and markov distance. For pattern recognition is an important role, has a good classification effect, can help be
Kmeans
- 按照模式识别一书，实现k均值聚类的matlab版本代码-According to the book Pattern Recognition , implement k-means clustering matlab version of the code
py_ml
- 简单的人脸识别，及其他机器学习方法，使用scikit-learn。-machine learning using python
cfmatrix
- 这是混淆矩阵源代码，可以输出分类结果的混淆矩阵，用于模式识别，数据挖掘等。-this is cfmatrix code
apcluster
- 聚类算法是应用于数据挖掘和模式识别中很重要的一种分析方法，ap是新提出的一种聚类算法，不需要事先指定聚合点的数目-Affinity Propagation (AP) clustering has been successfully used in a lot of clustering problems. However, most of the applications deal with static data.
55e9ae658d29
- 基于bagging算法的C++程序，包括matlab程序的结合。代码简单易懂，适合模式识别的初学者。-Based bagging algorithm C++ procedures, including combining matlab program. Code is easy to understand for beginners pattern recognition.
svm_python
- 在机器学习领域，支持向量机SVM(Support Vector Machine)是一个有监督的学习模型，通常用来进行模式识别、分类、以及回归分析。本程序是SVM的python实现，用的是SMO算法。只能进行分类，并且能够显示图形结果。-In the field of machine learning, support vector machines SVM (Support Vector Machine) is a supervised learning model is usually use
digit_recognizer_knn
- kaggle竞赛 数字识别 knn算法（不含数据）-kaggle contest knn digital identification algorithm (excluding data)
yalemain
- 人脸识别，验证参数错误率，选择错误率小的参数 （对yale人脸库进行人脸识别），代码完整-Face recognition, validate parameter error rates, choose the parameters of the error rate is small (library of Yale face for face recognition), code integrity
kNN
- 用python编写的knn算法，并将其应用到改进约会网站的配对效果和手写识别系统两个实例中。-Written in python knn algorithm and its application to improve the effectiveness and dating sites pairing handwriting recognition systems both instances.
emailSpam.tar
- 垃圾邮件识别的简单代码，使用python编写，含有测试用例-Simple code spam detection using python write, containing test cases
code
- （神经网络）多个隐含层的多层感知器网络训练数据得到网络，并使用测试数据统计所设计多层感知器的平均识别正确率-Multi layer perceptron network training data with multiple hidden layers is obtained, and the average recognition accuracy of the multi-layer perceptron is designed by using the test data statisti
myKmeans.m
- 模式识别学习中使用matlab编写的Kmeans算法实现的小程序-Learning to use pattern recognition matlab prepared Kmeans algorithm small program
lof
- LOF（局部异常因子）是用于识别基于密度的局部异常值的算法-It uses local outlier mining method to count the Local Outlier Factor(LOF) of the outlier candidated object。
svm
- 运用支持向量机对一组超宽带非视距信号识别-Support Vector Machine Signal Identification
PCA
- 主成分分析做人脸识别的一个很简单的应用，其中数据集是CMU的一个人脸数据集，数据集和程序打包一起了，其中参数可以修改的，比较粗糙，不过能对PCA做人脸识别有一个大概的认识-The principal component analysis to do a very simple application of face recognition, the data set is a face of the CMU data set, the data set and the package toget
HMM-self-program
- 隐马尔可夫模型的建立，最大概率的计算，数据的识别-The establishment of hidden Markov model, the calculation of maximum probability
LDA-matlab
- LDA智能算法，实现模式识别和聚类，例子是三维数据-LDA intelligent algorithm, to achieve pattern recognition and clustering, the example is three-dimensional data
kmeans
- 对数据和图像进行聚类分析，k-means聚类方法多应用于模式识别，人工智能，机器学习等方面(Clustering analysis of data and images, K-means clustering method should be used in pattern recognition, artificial intelligence, machine learning and so on)
jktztss
- 改文件是用C++来实现kmeans的算法,学过模式识别的人都知道这个算法的,是用来实现数据的聚类()