R2IS

Citation Author(s):
Binbin
Sang
Submitted by:
Binbin Sang
Last updated:
Sat, 08/03/2024 - 09:12
DOI:
10.21227/mn5x-zm39
License:
Creative Commons Attribution
30 Views
Categories:
Machine Learning
Keywords:
Robust neighborhood rough set;Combination mutual information;Feature Selection
0
0 ratings - Please login to submit your rating.
ACCESS DATASET CITE SHARE/EMBED

Abstract 

The fifteen publicly available datasets from the UCI Machine Learning Library are selected for experiments. The selected datasets has no missing values, therefore, normalization is applied solely to the original datasets. For nominal data, it has been discretized and compressed to the range of 0 to 1. Similarly, for continuous data that does not fall within the range of 0 to 1, normalization has been applied.

Instructions: 

The fifteen publicly available datasets from the UCI Machine Learning Library are selected for experiments. The selected datasets has no missing values, therefore, normalization is applied solely to the original datasets. For nominal data, it has been discretized and compressed to the range of 0 to 1. Similarly, for continuous data that does not fall within the range of 0 to 1, normalization has been applied.

Dataset Files

    Files have not been uploaded for this dataset

     

    QUESTIONS?