syxiaa / SLR

SLR

• SLR_RS algorithms is described in detail in .

• the implementation of the SLR_RS algorithm of the Python version can be found in the "SLR" file.

• All data used in the paper is in the compressed file "data.zip".

Python version (python 版本):

• the implementations of the C_SLR and FAR_SLR algorithm are "C_SLR.py" and "FAR_SLR.py".

• the param "radius" is used to set neighborhood radius size in FAR_SLR.

Requirements (环境要求)

Installation requirements (Python) (安装要求):

• Only need to rely on the DLL files in the "PythonVersion" file.

Using (用法)

python version (python 版本):

####C_SLR algorithm:

Step 1: call "fit" function (调用"fit"函数)

Parameters (参数说明):

• path: absolute path of th csv file of clustering data.

Output (输出说明):

• data: Preprocessed data. *Equivalence_class:Equivalence classes of conditional attributes.

Step 2: Execute function rough_set_attribute

Parameters (参数说明):

• data:Preprocessed data.

• Equivalence_class:Equivalence classes of conditional attributes.

Output (输出说明): results: attribute reduction results

####FAR_SLR algorithm:

Step 1: call "fit" function (调用"fit"函数)

Parameters (参数说明):

• path: absolute path of th csv file of clustering data.

Output (输出说明):

• data: Preprocessed data.

Step 2: Execute function rough_set_attribute

Parameters (参数说明):

• data: data samples to be calculated

*alldata: Preprocessed data.

• radius: Neighborhood radius value

Output (输出说明): results: attribute reduction results

Examples (示例):

Doesn't work? (有疑问？)

• Please contact Hao Zhang at [e-mail]