资源列表
kfold-knn.m.tar
- The program k folds the data set and applies K-Nearest Neighbors algorithm to classify the images.
NaiveBayesClassifier.m
- I use Matlab 2008a which does not support Naive Bayes Classifier. scr ipt supports normal and kernel distributions. Statistics toolbox for 2008a version is used in the scr ipt. Also includes function for confusionmat
pls
- 多元统计回归，偏最小二乘，适用于数据挖掘-Multivariate Statistics
时间序列分析及应用第二章习题答案
- 时间序列分析及应用第二章习题答案 R语言
logRegres
- 机器学习中的逻辑回归算法，利用python实现的算法-Logic regression algorithm in machine learning, using Python to achieve the algorithm
ml
- 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
Congressional-voting-similarity
- 用相似性矩阵计算出有相似投票倾向的议员，同时预测其党派倾向-Congressional voting similarity
BasicELM
- 用一个简短的例子说明了随机权神经网络算法，算是对深度学习的入门的一个小的巩固-With a brief example illustrates the random weights neural network algorithm, considered for entry-depth study of a small consolidation
closet-pair-problem
- 求平面内中距离最短的两点的距离,使用分治算法实现的C++代码-closet pair problem
Kmean
- KMEAN聚类,主要是提供聚类封装函数，只需传人参数-KMEAN clustering, clustering is mainly to provide package function only transmission parameters
R-3.3.1
- 距离判别法（通过计算待测点到各个分类的距离，在根据计算出距离的大小，进行判别该待测点属于那个分类）-discriminant distance
Ap
- 数据挖掘中关联规则挖掘算法-apriori，的Python实现，代码中有测试样本-Data mining association rule mining algorithm-apriori, implementation of Python code in a test sample