Location:
Search - SVM TRAIN
Search list
Description: 比较齐全的OpenCV参考手册-relatively complete reference manual OpenCV
Platform: |
Size: 707584 |
Author: 叶磊 |
Hits:
Description: 本程序为一SVM训练程序，利用了workset可以训练大数据量样本。在workset中优化的过程中利用了SMO算法。-SVM training for a procedure, and use of WorkSet can train a large number of data samples. WorkSet were in the process of optimizing the use of the SMO algorithm.
Platform: |
Size: 8192 |
Author: 万广鲁 |
Hits:
Description: 支持向量机算法训练部分，主要是针对大规模对象进行训练-Support Vector Machine training component, is mainly directed against the target of large-scale training
Platform: |
Size: 2048 |
Author: 张怡 |
Hits:
Description: svm is a classifier.SUPPORT VECTOR MACHINE is used for train and classify new datas based on training
Platform: |
Size: 137216 |
Author: T.D.VIGNESH |
Hits:
Description: 实现增量SVM算法，通过对因子的选择增量式的来训练SVM，大大加快了SVM算法的训练速度-To achieve incremental SVM algorithm, through the choice of factors Incremental to train SVM, greatly accelerated the speed of SVM training algorithm. .
Platform: |
Size: 4096 |
Author: 刘二多 |
Hits:
Description: Learning to Rank的一个方法，把排序问题转换成了一个分类问题，然后用支持向量机（SVM）训练出一个模型来。-Learning to Rank of a way to sort problem is transformed into a classification problem, and then use support vector machine (SVM) to train a model.
Platform: |
Size: 88064 |
Author: leo |
Hits:
Description: 这是一个libsvm grid的改进,除了可以搜索分类中的C和gamma,还可以搜索小的整数.-This file is a slight modification of grid.py of libsvm. In addition to parameters C, gamma in classification, it searches for epsilon as well.
Usage: grid.py [-log2c begin,end,step] [-log2g begin,end,step] [-log2p begin,end,step] [-v fold]
[-svmtrain pathname] [-gnuplot pathname] [-out pathname] [-png pathname]
[additional parameters for svm-train] dataset
Platform: |
Size: 3072 |
Author: quarryhero |
Hits:
Description: 基于支持向量机的人脸检测训练集增强算法实现。根据支持向量机(support vector machine，简称SVM)~ ，对基于边界的分类算"~(geometric approach)~
言，类别边界附近的样本通常比其他样本包含有更多的分类信息．基于这一基本思路，以人脸检测问题为例．探讨了
对给定训练样本集进行边界增强的问题，并为此而提出了一种基于支持向量机和改进的非线性精简集算法
IRS(improved reduced set)的训练集边界样本增强算法，用以扩大-91l练集并改善其样本分布．其中，所谓IRS算法是指
在精简集(reduced se0算法的核函数中嵌入一种新的距离度量一一图像欧式距离一一来改善其迭代近似性能，IRS
可以有效地生成新的、位于类别边界附近的虚拟样本以增强给定训练集．为了验证算法的有效性，采用增强的样本
集训练基于AdaBoost的人脸检测器，并在MIT+CMU正面人脸测试库上进行了测试．实验结果表明通过这种方法
能够有效地提高最终分类器的人脸检测性能．-According to support vector machines(SVMs)，for those geometric approach based classification
methods，examples close to the class boundary usually are more informative than others．Taking face detection as an
example，this paper addresses the problem of enhancing given training set and presents a nonlinear method to tackle
the problem effectively．Based on SVM and improved reduced set algorithm (IRS)，the method generates new
examples lying close to the face／non—face class boundary to enlarge the original dataset and hence improve its
sample distribution．The new IRS algorithm has greatly improved the approximation performance of the original
reduced set(RS)method by embedding a new distance metric called image Euclidean distance(IMED)into the
keme1 function．To verify the generalization capability of the proposed method，the enhanced dataset is used to train
an AdaBoost．based face detector and test it on the MIT+CMU frontal face test set．The experimental results show
that the origina
Platform: |
Size: 649216 |
Author: 郭事业 |
Hits:
Description: SVM的源码，包括svm-train svm-toy，用C写的 -SVM' s source code, including the svm-train svm-toy, written with C
Platform: |
Size: 640000 |
Author: matchless |
Hits:
Description: MATLAB cross-validation tool for classification and regression v0.1
FEATURES:
+ K-fold cross validation.
+ Arbitrary train and prediction functions with parameters can be used.
+ Arbitrary loss function can be used.
+ Wrappers for KNN, SVM, GLM, robust regression and decision trees.
+ Wrappers for RMSE, MAD and misclassification loss functions.
Platform: |
Size: 3072 |
Author: milk |
Hits:
Description: 进行svm分类器的训练，作为人脸检测的人脸分类器-For svm classifier training as face detection face classifier
Platform: |
Size: 26531840 |
Author: 张力 |
Hits:
Description: 基于libSVM-v310的完全多线程化libSVM，仅读写文件在框架内无法优化。svm-predict不需要openmp支持，svm-train需要打开openmp支持。VS2008编译。修改MAX_THREAD可以调整svm-predict线程数。-A fully multi-thread optimized libSVM based on libsvm-3.10. svm-predict won t need openmp however svm-train requires. The project is under VS2008. Please modify MAX_THREAD value to adjust predict threads.
Platform: |
Size: 20480 |
Author: |
Hits:
Description: emd分解，近似阈的信号svm检测和训练-training of svm
Platform: |
Size: 2048 |
Author: 马丽 |
Hits:
Description: HOG+SVM对于正负样本训练过程，根据样本生产对应的支持向量机，便于人体检测-HOG，SVM train samples，support Vector
Platform: |
Size: 8192 |
Author: 孙旭光 |
Hits:
Description: 运用SVM训练分类,并给出标准化以及网络搜索方法确定SVM各参数(use SVM to train and classify samples)
Platform: |
Size: 34816 |
Author: 鱼X
|
Hits:
Description: 该算法主要用于实现数值的训练与测试，给定一些训练样本训练，然后对测试样本进行验证(The algorithm is mainly used to train and test the numerical values, to train some training samples, and then to verify the test samples)
Platform: |
Size: 32768 |
Author: 飘逸的猪 |
Hits:
Description: 该算法用Visual Studio编写 ，用于实现对样本的训练以及测试，并可以转换成matlab语言，直接调用子程序(The algorithm is written in Visual Studio, which is used to train and test the sample, and can be converted into a matlab language and directly invoked the subroutine.)
Platform: |
Size: 23552 |
Author: 飘逸的猪 |
Hits:
Description: 采用经典的ORL人脸数据集，利用PCA进行进行降维，然后用SVM进行数据集的分类和训练。上传文件内包含libSVM3.2安装包(The classical ORL face dataset is used for dimension reduction by PCA, and then SVM is used to classify and train the dataset.)
Platform: |
Size: 3870720 |
Author: 欧阳温度 |
Hits:
Description: 利用LibSVM以及SVM模型进行文本数据分类。训练数据与测试数据都有。(Using LibSVM and SVM model to classify text data. Both the training data and the test data are available.)
Platform: |
Size: 348160 |
Author: 云中漫步xjr |
Hits:
Description: 运用卷积神经网络来提取图片的特征值并用SVM做出分类(using CNN And SVM to train my pictures.)
Platform: |
Size: 749568 |
Author: LLAno |
Hits: