Algorithms
Table 2‑36 describes the functionalities that control data mining—algorithms management.
Table 2‑36 Algorithms functionalities
Functionality
Description
Module
Algorithms
Controls settings for all Algorithms functionalities
Plugin: Data Mining
Apply C4.5 model
Schedule a C4.5 model application (decision tree or clustering)
Engine and events alerts
Apply KMeans model
Schedule a KMeans model application (decision tree or clustering)
Engine and events alerts
Apply linear regression
Applies a linear regression analysis creating a new column in the database
Frontend
Advanced Analysis
Apply logistic regression
Applies a logistic regression analysis creating a new column in the database
Frontend
Advanced Analysis
Apply Naive Bayes
Applies a Naive Bayes analysis creating a new column in the database
Frontend
Advanced Analysis
Calculate Association Rules
Determine screen visibility for association rules analysis
Plugin: Data Mining
Calculate linear regression
Calculates a linear regression analysis
Frontend:
Advanced Analysis
Calculate logistic regression
Calculates a logistic regression analysis
Frontend:
Advanced Analysis
Calculate time series
Calculate a Holt-Winters analysis
Plugin: Data Mining
Correlation
Calculates a simple correlation analysis between two columns
Frontend:
Advanced Analysis
Create Association Rules
Execute association rules analysis
Plugin: Data Mining
Create cluster
Create a model of cluster type
Plugin: Data Mining
Create Naive Bayes
Create a Naive Bayes analysis
Frontend:
Advanced Analysis
Create Tree
Create decision tree
Plugin: Data Mining
Execute Time Series Pre-Analysis
Execute a Holt-Winters pre-analysis
Plugin: Data Mining
Export Association Rules
Export association rules analysis
Plugin: Data Mining
Export correlation
Export correlation analysis to CSV file
Frontend:
Advanced Analysis
Export linear regression
Export linear regression to CSV file
Frontend:
Advanced Analysis
Export logistic regression
Export logistic regression to CSV file
Frontend:
Advanced Analysis
Export Time Series
Export Time Series analysis
Plugin: Data Mining
Get Calculated Association Rules
Get association rules analysis
Plugin: Data Mining
Get tree graphical representation
Acquire SVG tree representation
Plugin: Data Mining
Multiple correlation
Calculates a multiple-correlation analysis, (crossed correlation with multiple columns)
Frontend:
Advanced Analysis
Test decision tree
Evaluate tree decision
Plugin: Data Mining
Test Naive Bayes
Allows user to test a Naive Bayes analysis
Frontend:
Advanced Analysis