Clustering and Association Modeling Using IMB SPSS Modeler (V16)

dettagliati del corso
Introduction to Association and Cluster Modeling
Modeling Techniques
Clustering Types
Association Rules
Sequence Detection
Which Technique, and When?
Clustering Techniques and K-Means Clustering
Cluster Analysis and Principles
Explore K-Means Clustering
Examine the K-Means Node
Explore Clustering Profiles
Clustering Techniques and K-Means Clustering
Clustering with a Kohonen Network
Examine the Kohonen Node
Clustering Techniques and K-Means Clustering
TwoStep Clustering
Examine the TwoStep algorithm
The TwoStep Node
Association Rules
Examine the Apriori association detection algorithm
Rule and Measure Formats
Explore the Apriori Model Node dialog
Identify browsing rules and display statistics
Use the Associations
Explore the Generate Ruleset dialog
Examine the Ruleset in a stream
Advanced Association Rules
Advanced Association Rules
Explore the Apriori algorithm
Explore the Carma algorithm
Apriori Expert Options
Explore Apriori Evaluation Measures
Carma Expert Options
Choose a method and Expert Options
Missing Data with Association Rules
Sequence Detection
Examine Sequences
Examine the Sequence Node
Explore Sequence Rulesets
Rule support
Sorting Rulesets
Supernodes
Export Rules
Advanced Sequence Detection
Explore the Sequence Node
Identify Sequence Node options
Examine Expert options
Examine Time field guidelines
Generate Sequence Results
Generate and edit the Ruleset
Explore the results