文件名称:machine learning tools for matlab
文件大小:7.25MB
文件格式:ZIP
更新时间:2022-09-13 12:26:37
machinelearning
the tools contains the following algorithms: Character Recognition Using Bayesian Classifier FaceRecognitionAndReconstruction GMMClassification ImageSegmentation NeuralNetwork SVMClassification
【文件预览】:
MachineLearning-master
----Character Recognition Using Bayesian Classifier()
--------CharacterRecognition_BayesianClassifier_CustomFeatures.m(27KB)
--------CharacterRecognition_BayesianClassifier_SphericalVariance.m(14KB)
--------CharacterRecognition_BayesianClassifier_CommonVariance.m(12KB)
--------CharacterRecognition_BayesianClassifier_SeparateVariance.m(15KB)
--------TestCharacters.zip(577KB)
--------Report.pdf(1.02MB)
--------CharacterRecognition_BayesianClassifier_SeparateDiagonalVariance.m(15KB)
--------TrainCharacters.zip(1.1MB)
--------CharacterRecognition_BayesianClassifier_DiagonalVariance.m(15KB)
----GMMClassification()
--------Pattern1.mat(175KB)
--------Test2.mat(89KB)
--------Test1.mat(88KB)
--------Result()
--------GMMClassification.m(6KB)
--------Pattern2.mat(176KB)
----SVMClassification()
--------SVMClassification.m(3KB)
--------Results()
--------Dataset()
----ImageSegmentation()
--------GMMSegmentation()
--------OtsuSegmentation()
----README.md(18B)
----FaceRecognitionAndReconstruction()
--------FaceRecognitionLDA.m(7KB)
--------FaceReconstructionPCA.m(7KB)
--------Results()
--------FaceRecognitionPCA.m(6KB)
----NeuralNetwork()
--------Result()
--------SLP2.m(2KB)
--------SLP1.m(2KB)
--------Dataset()