搜索资源列表
machine-learning-5
- 机器学习算法之SVM与朴素贝叶斯，经典的机器学习的外文资料，该资料描述详细，便于大家的学习。-Machine learning algorithms of SVM and Naive Bayes, classical machine learning foreign language information, the information described in detail, easy to learn from everyone.
Adaboost
- matlab实现AdaBoost,弱分类算法包括fisher 伪逆 svm naivebayes 决策树。-matlab implements AdaBoost, weak classification algorithms include fisher pseudoinverse svm naivebayes tree.
PSO_GA_SVM
- 利用遗传算法GA和粒子群算法PSO对SVM进行优化-GA genetic algorithm and particle swarm optimization PSO to optimize the SVM
Classification
- 实现了多种机器语言算法，包括Adaboost、SVM-Achieve a variety of machine language algorithms, including Adaboost, SVM, etc.
JSvmLib
- java版支持多类的SVM分类器,用的是SMO算法求解，核函数是线性的，带注释。-codes of SVM in java
zbsvm
- 自己编写的一个关于MISNT手写数字识别的源程序，是一种对原SVM的改进算法，效果不错。-I have written about MISNT handwritten numeral recognition of the source, is an improvement on the original SVM algorithm, the effect is good.
606d9c1ae690
- 基于支持向量机的彩色人脸识别算法，包含完整的分类器。-Color based on SVM face recognition algorithm, including complete classifier.
Liblinear
- 这是一个线性svm分类算法，可以用来对许多类数据进行划分-this is an liblinear svm method，we can divide classes
logisitic_exercise
- 一种用于数据分类的算法，与svm的作用类似-In statistics, logistic regression or logit regression is a type of probabilistic classification model[1] used for predicting the outcome of a categorical dependent variable (i.e., a class label) based on one or more predictor v
LS_SVM2
- 这是个波束成形算法实现的程序，程序中采用了支持向量机的思想-This is a beamforming algorithm procedures, the procedures used in the idea of SVM
People_detection
- Linux下利用Opencv实现的行人检测算法！程序简答主要用的是opencv中SVM+HOG算法！-Linux using pedestrian detection algorithm Opencv realize! Program short answer is mainly used in the SVM+ HOG opencv algorithm!
Main
- 一种简单的人脸识别算法，基于svm与5倍交叉训练法和三种核函数选择的比较-A simple face recognition algorithm based on svm comparison with 5-fold cross-training method and choice of three core functions
PCA
- 针对稀疏表示识别方法需要大量样本训练过完备字典且特征冗余度较高的问题，提出了结合过完备字典学习与PCA降维的小样本语音情感识别算法.该方法首先用PCA降维方法将特征降维，再将处理后的特征用于过完备字典训练与稀疏表示识别方法，从而给出了语音情感特征的稀疏表示方法，并确定了新算法的具体步骤.为验证其有效性，在同等特征维数下，将方法与BP, SVM进行比较，并对比、分析语音情感特征稀疏化前后对语音情感识别率、时间效率以及空间效率的影响.试验结果表明，所提出方法的识别率比SVM与BP高 与采用稀疏化前的
MATLAB-NN
- MATLAB神经网络的各类程序，包含遗传算法，神经网络，神经模糊，SVM等程序，十分实用。-All kinds of MATLAB neural network program, including genetic algorithms, neural networks, neuro-fuzzy, SVM and other procedures, very useful.
SVMcgForClass
- svm参数优化方法，网格算法，可修改迭代次数等参数-svm parameter optimization method, the mesh algorithms can modify parameters such as the number of iterations
Mycold
- 在matlab软件中，自己编程实现的一个分类算法，算法首先采用kmeans与fcm聚类分析方法进行采样，然后利用svm对选取得样本进行分类-In matlab software, own programming to achieve a classification algorithm, the algorithm first used fcm kmeans cluster analysis methods and sampling, and then use the elections to
gasvm
- 关于优化的svm寻优算法，是用ga算法优化的，过几天我会上传基于布谷鸟算法的优化算法-About optimization svm optimization algorithm is ga algorithm optimization, a few days I will upload cuckoo algorithm based optimization algorithm
MySvm
- SVM的实现，采用了SMO算法，用C语言结合matlab接口实现，可在matlab下运行。如果是64位的系统，可在matlab下重新同met.-SVM with SMO
MIMLmiSVM
- matlab编写的多示例多标记分类程序，采用miSVM算法，svm做分类器，其中附有各个调用函数，和作为例子的数据和主程序，可以运行，可以多多示例多标记样本进行分类。-matlab prepared multi-instance multi-label classification procedures, using miSVM algorithm, svm do classifier, which function with each call, and as an example of th
XIAOBOsvm
- 基于小波分析、遗传算法、支持向量机对股指期货进行预测的算法。-Based on the wavelet analysis, genetic algorithms, the algorithm of support vector machine (SVM) to forecast the stock index futures.