搜索资源列表
peopledetect
- HOG+SVM的经典算法,检测效果还算不错,23K左右的图片300MS左右-HOG+SVM classical algorithm, the detection effect fairly good, it costs 300MS to detect picture which size of 23K.
discrim_rf
- 斯坦福大学的姚邦鹏开发的一个图像分类算法,使用random forest实现了图像的精细区域描述,赢得了PASCAL VOC2011图像分类竞赛中的winner prize.经测试,程序完全可运行,且提供了MAC和Windows下的两种程序。-Image Classification: An Integration of Randomization and Discrimination in A Dense Feature Representation The goal of our m
Multi-fault--based---WSVM-and-PSO
- 一种基于小波支持向量机和粒子群算法的多故障诊断技术。-Multi-fault classification based on wavelet SVM with PSO algorithm to analyze vibration signals from rolling element bearings
classifer
- 二分类问题采用包括逻辑回归、最小二乘法、感知器算法(按下space不断迭代)、svm线性分类,另外还有高斯分线性分类(待完善),针对平面上两类点进行分类-Second classification using logistic regression, the method of least squares, perception algorithm (Press space iteratively) svm linear classification, in addition to the Ga
pedestrain
- 经典的行人检测算法,利用HOG和SVM实现此算法。已调试可以正常运行。-Classic pedestrian detection algorithm, HOG and SVM to implement this algorithm. Has debugging normal operation.
classification
- 分类算法,包括KNN,SVM,Linear Regression, Naive Bayes四种-four algorithms of classification, includes KNN, SVM, Linear Regression, Naive Bayes
libsvm-3.12
- LIBSVM是台湾大学林智仁副教授等开发设计的一个简单、易于使用和快速有效的SVM模式识别与回归的软件包,他不但提供了编译好的可在Windows系列系统的执行文件,还提供了源代码,方便改进、修改以及在其它操作系统上应用;该软件对SVM所涉及的参数调节相对比较少,提供了很多的默认参数,利用这些默认参数可以解决很多问题;并提供了交互检验(Cross Validation)的功能。该软件可以解决C-SVM、ν-SVM、ε-SVR和ν-SVR等问题,包括基于一对一算法的多类模式识别问题。-The LIB
libsvm
- 支持向量机用于模式识别和机器学习领域,本文件提供了libsvm的源代码,使用者可以读算法深入研究-This document provides the source code of Support Vector Machine(SVM) in matlab
SVMkind
- 这是svm分类算法原理,内容简单,适合初学者,值得参考下载!-This is the principle of svm classification algorithm, the content is simple, suitable for beginners, and worth considering download!
SVMface
- 这是svm人脸识别算法原理,值得参考下载!-This is the principle of svm face recognition algorithm, worth considering download!
SVMrec
- 这是SVM人脸检测算法原理,值得下载参考!-SVM face detection algorithm principle, it is worth the download reference!
Custom-Evaluation
- 提出一种基于粗糙集与支持向量机的客户动态评估方法。根据客户群特点从当前价值、潜在价值和附加价值三个维度分析并构建客户评估指标,利用指标的年增幅率监测客户价值的变化规律。应用粗糙集布尔推理算法、粒子群算法实现连续属性离散化和知识约简。通过10-重交叉验证和网格搜索技术获取最优惩罚因子与核参数,缩放样本数据集并完成支持向量机一对一分类器的训练与测试。结果表明该评估方法能够实现周期性的客户价值评估与细分,具有很强的泛化能力。- A customer dynamic evaluation method
SVM_windows
- 本源代码实现了windows下面的svm文本分类算法,对于研究数据挖掘的同学有一定的帮助。-The source code to achieve the windows below the SVM text classification algorithm for the study of data mining students have some help.
classification
- 机器学习中几种典型的分类算法,SVM, ML, Gaussian Mixture Model等-typical classifiers(SVM, ML) in ,machine learning.
Active-Learning
- 遥感图像分类工具箱,包含多种基于支持向量机分类器的主动学习算法-active learning toolbox, used for remote sensing data classification, includes most popular svm-based active learning algorithms.
numerical-recipe-code7
- 剑桥数据库源代码,包括sparse、spectrum、svd、svm、wavelet等算法-Cambridge database source code, including sparse, spectrum, svd, svm, wavelet algorithm
qpsoPSVM-modeling-algorithm
- QPSO与SVM相结合的建模仿真算法,可以实现发酵过程的建模研究,-The QPSO and SVM modeling and simulation algorithm, modeling study of the fermentation process,
SMO-implement
- 支持向量机smo算法visual C++ 源代码好用-Smo SVM algorithm source code handy visual C++
MachineLearning
- 机器学习的十大算法,AdaBoost,Apriori,CART,EM,K-means,kNN,PageRank,SVM-Ten machine learning algorithms, AdaBoost, Apriori, CART, EM, K-means, kNN, PageRank, SVM
LBPPLPQFER
- 人脸表情识别matlab程序LBP+LPQ算法融合,SVM分类-facial expression recognition algorithm fusion of LBP and LPQ,clssify by OAA SVM