Data Mining Article

Data Mining Article

1. The Data Mining Task

   • Mining tasks are classified as in: Exploratory Data Analysis, Descriptive Modeling and Predictive Modeling

2. Data Mining Life Cycle

   • Business Understanding
   • Data Understanding
   • Data Preparation
   • Modeling and Evaluation

3. Visualizing Data Mining Model

   • provide utmost levels of understanding and trust.
   • The data mining models are of two types Predictive and Descriptive.

4. Data Mining Methods

   • Decision Trees and Rules - Nonlinear Regression and Classification Methods
   • Example-based Methods
   • Relational Learning Models

5. Data Mining Applications

   • Data Mining Applications in Healthcare
     • Data mining is used for market basket analysis
     • The Domain Specific Applications

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