Rough-Set-Clustering-Using-Python
所属分类：聚类算法
开发工具：Jupyter Notebook
文件大小：11112KB
下载次数：1
上传日期：2018-08-23 02:58:47
上 传 者：
sh-1993
说明： 我使用粗糙集理论制定了新的聚类算法。从这些算法中得到了4篇研究论文
(New clustering algorithms formulated by me using rough set theory. Got 4 research papers from these algorithms)
文件列表:
.DS_Store (8196, 2018-08-23)
AMLInventory-using-neigbhorhood-rough-sets.ipynb (64262, 2018-08-23)
Forest-fire-using-neighborhood-rough-sets.ipynb (393208, 2018-08-23)
MMeMeR.ipynb (58764, 2018-08-23)
MMeR-Heterogeneous-Data .ipynb (37987, 2018-08-23)
MMeR.ipynb (51541, 2018-08-23)
Neighborhood-Rough-Set-Inflammation.ipynb (84987, 2018-08-23)
Neighborhood-Rough-Set-TAE.ipynb (22823, 2018-08-23)
binning_data.csv (11201, 2018-08-23)
data-folder (0, 2018-08-23)
data-folder\AMLInventorySites2017_01_.csv (15148, 2018-08-23)
data-folder\AMLInventorySites2017_01_Changed.csv (15049, 2018-08-23)
data-folder\LastRow_AML.xlsx (13159, 2018-08-23)
data-folder\covtype.csv (75169317, 2018-08-23)
data-folder\di.csv (2636, 2018-08-23)
data-folder\di_2.csv (3055, 2018-08-23)
data-folder\dia.csv (7168, 2018-08-23)
data-folder\diagnosis.csv (7172, 2018-08-23)
data-folder\forestfires.csv (25370, 2018-08-23)
fireprediction_binned_data.csv (16500, 2018-08-23)
# Rough-Set-Clustering-in-Python
MMeR, MMR and neighborhood Rough Set Implementation in Python
MMeR Datasets:
1) Zoo Dataset (Homogenous Data - Only categorical)
https://archive.ics.uci.edu/ml/datasets/Zoo
2) Teaching Assistant Dataset (Heterogenous Data - categorical and numerical)
https://archive.ics.uci.edu/ml/machine-learning-databases/tae/tae.data
Neighborhood Rough Set Dataset Used:
http://archive.ics.uci.edu/ml/datasets/Acute+Inflammations
Fire Prediction Data Set UCI repository:
https://archive.ics.uci.edu/ml/machine-learning-databases/forest-fires/forestfires.csv
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