搜索资源列表
KNN_Classifier
- 用MATLAB实现的分类器，算法为KNN，分类效果较好。文件中提供了相关的测试集。-MATLAB classifier, the algorithm for KNN, classification effect is better File to provide the related test set
knnP
- knn algorithms on flowers data set in MATLAB(classification)
LDA-human-face-identity
- 人脸识别的matlab程序，包含有 example: 演示程序 creatData:生成数据 creatTrainLabelMat:生成数据标签 LDA:提取fisherface knnRecognition:knn分类器 knnsearch:knn搜索-Face recognition matlab procedures, including a example: demo program creatData: generate data creatTrainLabel
proj1_knn
- MATLAB实现的KNN 压缩文件包含m文件和wine.txt(机器学习著名的红酒数据集，下载自UCI大学机器学习数据集： http://archive.ics.uci.edu/ml/datasets/Wine） -knn wrote in MATLAB
matlab_Image-Processing-Code-
- 自己写的基于朱虹老师的数字图像处理的课程的一些MATLAB代码，主要有基于双线性差值的放大和旋转，直方图均衡化，临近差值，Knn去噪，线性展宽，中值滤波-Write your own based on some MATLAB code Course teacher Zhu Hong digital image processing, mainly based on the zoom and rotation bilinear difference, histogram equalization,
CLBP
- 利用完整局部二值模式（CLBP）特征提取方法，svm和knn分类器分类进行表情识别的matlab程序源码。并且附有CLBP论文-With a complete local binary pattern (LBP) feature extraction method, svm classifier classification and knn expression recognition matlab program source code. And paper with CLBP
fisher
- 基于LDA和KNN的人脸识别MATLAB程序-Face recognition KNN program based on LDA and MATLAB
PCA
- PCA matlab code that reconize the face detection using knn and bayes mle
CV_KNN
- 使用交叉验证对KNN算法和SVM算法进行参数优选，其中KNN使用matlab自带的knnclassify，svm使用LIBsvm-Using cross validation for the choosing of hyperparameter for KNN and SVM
classification_toolbox
- 多种用于分类的matlab代码，包含PCA,SVM,PLS-DA，KNN,SOMF等.-For various categories of matlab code, and contains the PCA and SVM, PLS- DA, KNN, SOMF, etc.
knn1
- 基于RSSI的室内定位KNN算法 ，matlab例子-RSSI-based indoor positioning KNN algorithm, matlab example
classdoc
- matlab分类实验，包括了KNN和NB两种方法，并且提供了实验报告。-Matlab classification experiments, including KNN and NB two methods, and provides an experimental report.
ldaknn
- matlab code for lda and knn based classifier
knn_logistic_naiveBayes
- 统计机器学习经典分类算法MATLAB代码，付数据集。包括knn算法，逻辑斯蒂回归和朴素贝叶斯算法。-Classical statistical machine learning classification algorithm MATLAB code, pay dataset. Including knn algorithm, logistic regression and naive Bayes algorithm.
outlier
- 利用matlab进行离群点检测，包含KNN,LOF,k-means方法(Using MATLAB to detect outliers, including KNN, LOF and K-means methods.)
Detection-system-of-skin-diseases-using-image-processing-master
- To classify four types of skin diseases such as Dermatitis, Melanoma, Diabetic foot ulcer, Impetigo,2 types of ML algorithms KNN and SVM are used. To get a visual representation of classifier output the ROC curve is plotted. To measure the performanc