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Data Mining Process
Description
Bsc Hons Data Mining Mind Map on Data Mining Process, created by Steve Hiscock on 15/12/2013.
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data mining
data mining
bsc hons
Mind Map by
Steve Hiscock
, updated more than 1 year ago
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Created by
Steve Hiscock
about 11 years ago
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Resource summary
Data Mining Process
Data Mining Task Types
Attachments:
Data Mining Tasks
5 Stages
Data Pre-processing - Cleaning up the data
EDA - Investigate the data with visualisation (To decided what to do in the KDD)
Data Selection - Selecting what you want to mine
KDD - The mining part
Output - The results of the mining
Method 2 - Virtuous Cycle - Berry & Linoff 1997
1. identifying the problem
2. analysing the data
3, Taking action
4. Measuring the outcome
VERY SIMPLE
SEMMA - Cycle
Sample - Data Picking
Explore - EDA
Modify - Data Pre-processing
Model - KDD - Regression, Classification and neural networks
Assess - Graphs and Reports. Is the output useful?
FOCUS ON THE PROCESS OF DM
CRISP-DM
Includes the business objectives
How the data is deployed into the business
Media attachments
Stages_of_DM (image/png)
CRISP-DM (image/png)
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