The Smart Miner Efficient Data Mining Software final spring 2015 project for vu std

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1. SRS (Software requirement for Specification) For The Smart Miner Efficient Data Mining Software cs619
   
   
2. D1(design 1 document) for The Smart Miner Efficient Data Mining Software cs619
   
   
3. D2 (Design 2 document) for The Smart Miner Efficient Data Mining Software cs619
   
   
4. Final Code for The Smart Miner Efficient Data Mining Software cs619
   
   
5. Final presentation for The Smart Miner Efficient Data Mining Software cs619
   
   
6. Final Report for The Smart Miner Efficient Data Mining Software cs619
   

It is a desktop/web application which will provide the facility to implement the different Data Mining algorithms to its user.The algorithms include “1R”, “Mean Imputation”, “Hot Deck Imputation” and “Binning”.

Understanding and learning of these algorithms is mandatory for the vu students.

Helping/Supporting PPT File
Supporting PPT file can be downloaded from:

Code:

http://vulms.vu.edu.pk/Courses/CS619/Downloads/classification_sm.ppt

Requirements

There is only one user of this software.

The user will enter the data set in the software on which the Data Mining algorithms will be performed. The software should handle any data set (small, big).

The software should give the option to classify the data with the help of 1R algorithm.

The software should give the option to deal with missing values.
In this process two algorithms will be used:
i. Mean imputation
ii. Hot deck imputation

The software should give the option to deal with the noisy data. For this purpose “Binning algorithm” will be used.


Tools:
Development environment:
Java, Microsoft.Net framework, or any other modern programming language
DBMSs
SQL Server, MS Access, MySQL, Oracle