搜索资源列表
popular-UCI-datasets
- 一些非常有用的数据集，适合我们从事机器学习的人使用，matlab下的mat格式和excel格式，包括注明的iris，糖尿病等数据集-some useful datasers for machine learning learners,such as diabeters,iris and so on
dat_banana
- 香蕉形(banana)标准数据集，用于测试机器学习与模式识别算法。-Banana-shaped standard data set for testing machine learning and pattern recognition algorithm.
NB_breast_cancer_wisconsin_original
- 基于朴素贝叶斯的分类练习，在UCI数据库中的breast数据集上进行的测试-Bayesian classification based on practice, in the UCI database data set on breast test
LVQandSOM
- perform SOM and LVQ on 2 UCI dataset and compare thier classification accuracy.
datamining
- 以microsoft.com网站的一组处理后的web日志为数据（ftp://ftp.ics.uci.edu/pub/machine-learning-databases/anonymous/），利用并根据实际情况改进了聚类分析基于划分的方法类中最基本的Kmeans和Kmedoids方法，对下载数据集的一个采样(5000samples,294 attributes per sample)进行了简单的聚类分析，以期望找出有用的用户访问模式。 -web datamining with datase
KNN4hypothroid
- this source code claculate KNN for hypothroid uci dataset
UCI-dataset
- uci数据集 第一列为类标,其他列为特征-This is UCI dataset.The first column is label.The other columns are features.
PCA_based-Face-Recognition-System
- 模糊支持向量机做分类数据集——人脸识别,数据来源UCI，用于模式识别做分类- PCA_based Face Recognition System dataset
pvm_code
- PVM is a fast supvervised leanring algorithm who combine dimensioin reduction and neural network training. I have prepared the code (including six algorithms KPVM, EL M/SVD, BP/SVD and BPVM, and one dataset "Face") and put them in one zip file "pvm
UCI
- 利用k-means对UCI数据集进行聚类分析，程序中列举了数据集wine和heart数据集-Using the k- means cluster analysis was carried out on the UCI dataset, listed in the program data collection of wine and heart of data sets
AntClusteringAlgorithm
- 基于UCI测试数据集的蚁群聚类算法，VC6.0实现-an ant cluster algorithm based on UCI dataset
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
DataSet
- 几种UCI数据集，整理为excel格式，可以直接导入matlab中使用。-Several UCI datasets, finishing as excel format that can be used directly into matlab.
RFCM
- 利用粗糙模糊集聚类(RFCM)思想的聚类方法对UCI数据集中的Wine进行聚类分析。Wine数据集共包含13个属性，其中第一个是决策属性，剩下的是连续型的条件属性，一共包含178个对象。-Fuzzy clustering method using rough clustering (RFCM) thoughts on UCI Wine dataset cluster analysis. Wine data set contains a total of 13 properties, of whi
iris
- 随机梯度下降，在一个UCI数据集上的实现。随即梯度下降是线性回归的一个重要推论。-A gradient descent test in Java, using a UCI dataset
sjwj
- 利用数据挖掘分类器的原理对从UCI数据库中下载的心脏病数据集进行分类-The principles of data mining classifier downloaded UCI dataset heart disease classification
SVMPKNN
- 自己编写的一个分类小程序，实现了SVM和KNN算法，附件带有UCI数据集中的一些测试数据。-I have written a small program classification, to achieve the SVM and KNN algorithm, the attachment with some test data UCI dataset.
Abalone
- UCI数据集中的Abalone数据集，可以直接在MATLAB中使用。-UCI dataset Abalone data set can be used directly in MATLAB.
kmeans
- 用natlab将iris数据聚类为三类。然后将结果与虹膜数据集中的正确结果进行比较，并计算分类精度(You are offered the iris dataset of the UCI dataset. Cluster the data to three categories. Then compare the result with the correct one in iris dataset and compute the classification accuracy.)
UCI
- 用于神经网络训练的UCI数据集，mat格式(UCI training dataset for ANN training with mat form)