资源列表
lof
- LOF（局部异常因子）是用于识别基于密度的局部异常值的算法-It uses local outlier mining method to count the Local Outlier Factor(LOF) of the outlier candidated object。
Ga_feature_selector_mcode
- Genetic algorithm for feature selection
copra
- 社区发现算法 copra，用于发现重叠社区-Community discovery algorithm copra, used to recreate the community
log
- 提出基于拉普拉斯高斯（Laplacian of Gaussian，LoG）算子边缘检测的全局二值化方法对其进行处理，该方法通过提取图像边缘部份的像素灰度获得图像二值化的阈值。处理结果表明，与传统的几种方法相比，该方法能够快速选取良好的二值化阈值，较好地区分目标和背景，在相当大模板宽度内图像二值化的结果都令人满意。-Is put forward based on the Laplacian of Gaussian (LoG) Laplacian of Gaussian, operator edge
perception
- 用R语言进行机器学习中关于简单分类以及perception分类的代码。-some code about the easy classify and perception training in machine learning, using R.
APriori
- 用于生成频繁项集，后续关联算法，希望能对大家有所帮助-Used to generate frequent item sets, the subsequent correlation algorithm, we hope to help
MATLAB-program
- 实现对信号特征的提取，能够实现对数据谱的峰值特征的提取。-To achieve the extraction of signal characteristics, enabling the extraction of data spectral peak features.
id3
- id3决策树算法，maxlen为数据维数，根绝数据自行修改，根据属性名修改main函数，可运行-id3 decision tree algorithms, maxlen for the data dimension, eradicate data modify, modify the main function according to the attribute name, you can run
k_meansPP
- K-means++算法是K-means算法的一个改进算法，其中主要改进了k值的选取不会在影响聚类的效果，具有高度的自动性-K-means++ algorithm K-means algorithm, an improved algorithm, in which the major improvements k value does not affect the clustering effect, a high degree of automaticity
mackeyglass
- 产生两种makeglass数据，一定比例分割train、predict所言数据- generate make glass data
machine-learning-(2)
- 模式识别和机器学习，数据挖掘方向的专业性程序代码-Pattern recognition and machine learning, data mining direction of the professional code