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We propose an algorithm for facial expression recognition which can classify the given image into one of the seven basic facial expression categories (happiness, sadness, fear, surprise, anger, disgust and neutral). PCA is used for dimensionality red
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本程序中,训练样本集含有30个样本,矢量长度为5,对样本{1,18,11,11,0.5513196}进行K=5的K-最近邻分类.
样本从文件data.txt中读取，程序运行结果显示所有样本以及其类别，待分类样本所属的类别（{1,18,11,11,0.5513196}属于"2"类），以及它的5个最近邻的类别和与它之间的距离。-In this program, the training sample set containing 30 samples, the vector length
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ANNbp对UCI中鸢尾花数据集分类，150做训练样本，剩下150做测试样本-ANNbp on the UCI iris data set classification, 150 training samples, the remaining 150 test samples
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使用Python实现朴素贝叶斯分类，文件夹中附带数据集。实现了NB算法，并进行5倍交叉验证-Naive Bayes classifier using the Python implementation, the folder with the data set. NB implements the algorithm, and 5-fold cross-validation
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贝叶斯分类器：利用贝叶斯分类器的原理对从UCI数据库中下载的心脏病数据集进行分类-Bayes classifier utilizing the data set classification，Bayes classifier utilizing the principle of the downloaded the UCI classification datasets heart disease
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Bpes是基于特征提取和特征选择的算法，多用于已分类的数据集中的边界数据的检测，对于边界数据中的未分类数据及模糊数据具有很好的检测效果。可适用于分类器的构建。-Bpes is based on the feature extraction and feature selection algorithms, used to have more classification, the data of the boundary of the data set of unclassified data
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bayesian classifier used to classify data using existing training data set, for example we can find whether client is bank defaulter or not using existing data set
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CLASSIFICATION ALGORITHM FOR HYPER DATA SET
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