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Geochem 数据集基本统计参数计算
- 数据集基本统计参数计算，例如平均值、均方差、最大值、最小值、1/4分位值、2/4分位值、3/4分位值、峰度系数、偏度系数、异常下限等。使用迭代算法实现。-A program for statistic parameters from a dataset, such as the means, STD variation, MinX, MaxX, 1/4 quatitile, 2/4 quatitile, 3/4 quatitile, Kut. and Skew. coefficients, th
svdpackc.tar
- svd 算法代码 This directory contains instrumented SVDPACKC Version 1.0 (ANSI-C) programs for compiling within the "svdrun" scr ipt. The "svdsum" scr ipt can be run after all output files of the form <dataset>.outN, where N=1,2,... have been
Matlabcodes-RobustPCA
- Matlab codes for Robust PCA multivariate control chart-Robust PCA multivariate control chart mainly consists two steps: Step1 Calculates the robust mean and the robust covariance of original dataset using the minimum covariance determinant (M
Dataset.java
- sample program of apriori
k-meansPgenetic_hybride
- HGK, an hybrid algorythm with k-means and genetic applied on a small dataset for clustering (finding patterns and approximative solutions). have to run k-means befor lunching the HGK
dga1
- In each power utility, a numbers of different tests are conducted for evaluating the quality of transformer oil. The information provided by each measurement and analysis techniques has varying degree of significance towards the identificatio
TrabalhoPDI01
- kmeans dataset iris.dat
TCM-NN-Algorithm
- TCM-KNN 算法 用于聚类分析 Debug内包含txt格式dataset 以及测试数据 程序可实现 对测试数据的自动分类-TCM-KNN algorithm for clustering analysis Debug txt format dataset contains data and test procedures can be realized on the automatic classification of test data
DataSet
- 这是在机器学习、人工智能、数据挖掘中经常用到的数据集，聚类分析也经常用，包括：UCI的数据集wine,yeast,iris等，还有USPS数据集，4k2_far,leuk72_3k数据集等。-This is in machine learning, artificial intelligence, data mining frequently used data sets, cluster analysis are often used, including: UCI datasets wine
cumulate
- 多层次关联规则挖掘算法：cumulate 可以支持跨层的关联规则挖掘。数据集为T10I4D100K，概念层次树有10个根节点，分三层。-Multi-level association rule mining algorithm: cumulate to support cross-layer association rule mining. Dataset T10I4D100K, has 10 concept hierarchy tree root, divided into three lay
KNN-TOPN
- 以movielens为数据集写的TOP—N推荐系统，基于KNN算法-Write to movielens dataset TOP- N recommendation system, based on KNN algorithm
feature_stacker
- feather_stacker主要用于一个数据集提取多个特征时，对特征进行联合的算法。-In many real-world examples, there are many ways to extract features a dataset. Often it is beneficial to combine several methods to obtain good performance. This example shows how to use FeatureUnion to c
plot_multilabel
- Multilabel是一个分类算法，数据集生成具有一定规则性；规则如下： pick the number of labels: n ~ Poisson(n_labels) n times, choose a class c: c ~ Multinomial(theta) pick the document length: k ~ Poisson(length) k times, choose a word: w ~ Multinomial(theta_c)-This exampl
IJARCCE-96
- A Study on NSL-KDD Dataset for Intrusion Detection System Based on Classification Algorithms
statMain
- 计算数据集中的变量的基本情况，离散值统计各数据值的分布，连续值统计均值和标准差-Basic information calculated dataset variables, discrete values of statistical distribution of the data values, continuous statistics mean and standard deviation values
eps_operator
- 对数据进行边界保护平滑处理，可以选择平滑窗口大小-Apply Edge-preserve Smoothing (EPS) operation on input dataset with selected window size
regression
- 回归算法的源码、范例与数据集(确定已安装python，下载后直接执行即可)。(Source code, sample and dataset of regression)