11
SEMMA – Sample Tab
11
• Append
• Data Partition
• File Import
• Filter
• Input Data
• Merge
• Sample
• Time Series
12
SEMMA – Explore Tab
12
• Association
• Cluster
• DMDB
• Graph Explore
• Market Basket
• Multiplot
• Path Analysis
• SOM/Kohonen
• StatExplore
• Text Miner (optional)
• Variable Clustering
• Variable Selection
13
SEMMA – Modify Tab
13
• Drop
• Impute
• Interactive Binning
• Principal Components
• Replacement
• Rules Builder
• Transform Variables
14
SEMMA – Model Tab
14
• AutoNeural
• Decision Tree
• Dmine Regression
• DMNeural
• Ensemble
• Gradient Boosting
• Least Angle Regression
• MBR
• Model Import
• Neural Network
• Partial Least Squares
• Regression
• Rule Induction
• Two Stage
16
Beyond SEMMA – Utility Tab
16
• Control Point
• End Groups
• Metadata
• Reporter
• SAS Code
• Start Groups
17
Credit Scoring Tab (Optional)
17
• Credit Exchange
• Interactive Grouping
• Reject Inference
• Scorecard
18
The Analytic Workflow
18
Analytic workflow
Def
ine
anal
ytic
ob
ject
ive
Sel
ect
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Ext
ract
inp
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a
Val
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ata
Rep
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Ap
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Gen
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Inte
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Gat
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Ass
ess
ob
serv
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Ref
ine
anal
ytic
ob
ject
ive