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nave91 edited this page Sep 2, 2014 · 4 revisions

Miner

Command line tool for data mining.

Structure

The module is arranged in:

  • tools/*.py - command line tools for data mining
  • data/*.csv - input data for tools

Requirements

For miner to work properly, Please install:

Python

Install from command line using:

sudo apt-get install python #if ubuntu
sudo yum install python #if fedora

To install from deb packages or source: https://www.python.org/download

Scikit-learn

Install python pip first:

sudo apt-get install python-pip

Check dependencies and install from http://scikit-learn.org/stable/install.html

Then

sudo pip install --user --install-option="--prefix=" -U scikit-learn

Testing Requirements

Run python --version to check if python is working Run python -c 'import sklearn' to check if scikit-learn is installed and working

Preprocessing

For datasets to be used by miner, they must manually be preprocessed. The user must specify the type of input(independent) variables in dataset and which output(dependent) variables must be predicted.

Explained in detail in section "Preprocessing"

._____.___ .___ .______  ._______.______  
:         |: __|:      \ : .____/: __   \ 
|   \  /  || : ||       || : _/\ |  \____|
|   |\/   ||   ||   |   ||   /  \|   :  \ 
|___| |   ||   ||___|   ||_.: __/|   |___\
      |___||___|    |___|   :/   |___|

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