SAS E-Miner
(ซัส อี-ไมน์เนอร์)
Definition
SAS E-Miner (ซัส อี-ไมน์เนอร์) Tool
SAS E-Miner is a data mining software tool used to build predictive and descriptive models by exploring and analyzing large datasets through an interactive, visual interface.
Expertise Level
Level 1
Basic
1. Understands the basic functions and purpose of SAS E-Miner.
2. Can navigate the SAS E-Miner interface and perform simple data imports.
3. Able to apply basic data pre-processing techniques within the tool.
Level 2
Intermediate
1. Can create and validate predictive models using standard algorithms in SAS E-Miner.
2. Able to analyze data relationships and apply feature selection methods.
3. Understands how to evaluate model performance metrics and improve model accuracy.
Level 3
Advanced
1. Can design complex data mining workflows integrating multiple models and techniques.
2. Able to customize algorithms and automate advanced data mining processes within SAS E-Miner.
3. Capable of interpreting and communicating insights from sophisticated models to support strategic decision-making.
