Large Item Table Generator

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Author Lily Dong
Creation date 06/01/2011
Firing policy all
Package org.seasr.meandre.components.discovery.ruleassociation.fptree

DESCRIPTION

Overview: This module transforms a SparseExampleTable containing term frequency values into a data structure, FPProb, that efficiently represents item occurrences within user supplied support constraints.

NOTE: All non-zero values for term frequency are treated alike -- they are counted as a positive occurrence for that row.

References: N/A.

Data Type Restrictions: The input table must be a SparseExampleTable containing term frequency information.

Data Handling: This module does not modify the input SparseExampleTable

Scalability: This module makes a constant number of passes over the table data. Memory usage is proportional to the size of the input SparseExampleTable

INPUTS

Name Description Example
sparse_table
The input data table for pattern mining.
 

OUTPUTS

Name Description Example
error
This port is used to output any unhandled errors encountered during the execution of this component
 
fp_prob
An FPProb object representing.
 

PROPERTIES

Name Description Default value
_debug_level
Controls the verbosity of debug messages printed by the component during execution.
Possible values are: off, severe, warning, info, config, fine, finer, finest, all
Append ',mirror' to any of the values above to mirror that output to the server logs.
info
support
The minimum support value for attributes in this data set.
1
check_missing_values
Query the input table to make sure there are no missing values.
false
remove_saturated_features
Remove any attributes that appear in all rows.
true
_ignore_errors
Set to 'true' to ignore all unhandled exceptions and prevent the flow from being terminated. Setting this property to 'false' will result in the flow being terminated in the event an unhandled exception is thrown during the execution of this component
false
Labels:
transform transform Delete
fpprob fpprob Delete
sparse sparse Delete
table table Delete
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