CS619 final project “The Smart Miner”-Efficient Data Mining Software
CS619 final project “The Smart Miner”-Efficient Data Mining Software
“The smart Miner”-effective information Mining program CS619 – VU final tasks Fall 2015-16
“The wise Miner”-effective information Mining program
it is a computing device/web CS619 final project “The Smart Miner”-Efficient Data Mining Software utility in an effort to provide the facility to put into effect the one of a kind data Mining algorithms to its person.The algorithms comprise “1R”, “mean Imputation”, “sizzling Deck Imputation” and “Binning”.
Understanding and studying of those algorithms is obligatory for the students.
Serving to/aiding PPT File
aiding PPT file may also be downloaded from:
specifications
1. There is only one person of this program.
2. The person will enter the information set in the software on which the info Mining algorithms will likely be performed. The software should manage any knowledge set (small, significant).
3. The application should supply the alternative to classify the data with the support of 1R algorithm.
Four. The software should provide the CS619 final project “The Smart Miner”-Efficient Data Mining Software alternative to care for lacking values.
A. In this system two algorithms will probably be used:
i. Imply imputation
ii. Hot deck imputation
5. The program must give the option to deal with the noisy information. For this purpose “Binning algorithm” will be used.
Instruments:
development atmosphere:
Java, Microsoft.Internet framework, CS619 final project “The Smart Miner”-Efficient Data Mining Software or every other modern programming language
DBMSs
SQL Server, MS entry, MySQL, Oracle
Supervisor title:Shabib Aftab