sampo_ps_fabhme export_assigned_comp_id

Overview

Warning

sampo_ps_fabhme export_assigned_comp_id command is deprecated. Use hotstart section of SRC instead of _fabhme_assigned_comp_id data column.

sampo_ps_fabhme export_assigned_comp_id exports component IDs assigned to samples.

This command supports the posterior hot-start as follows.

  1. Predict using (a)an ARFF file.

  2. Create (b)an assigned component ID ARFF file by this command.

  3. Learn using both of (a) and (b) ARFF files.


Synopsis

See sampo_ps_fabhme command help:

$ sampo_ps_fabhme export_assigned_comp_id --help

Examples

This example outputs an assigned component ID ARFF file to bar directory.

  • Command:

    $ sampo_ps_fabhme export_assigned_comp_id -p foo -c fab1 -s file:///var/process_store_storage -o bar
    
  • Output:

    @RELATION fab1
    @ATTRIBUTE _sid INTEGER
    @ATTRIBUTE _fabhme_assigned_comp_id {2,3,5, ... ,10}
    @DATA
    0,3
    1,3
    2,2
    3,5
    4,10
    ...
    

Output Format

The assigned component ID ARFF file consists of the attributes below.

Attribute

Scale

Description

_sid

INTEGER

sample ID

_fabhme_assigned_comp_id

NOMINAL

a set of component IDs to which sample IDs are assigned

Note

FAB engine uses the word ‘component’ with a different meaning from that of SAMPO. Each component in FAB/HME has a prediction formula, and each sample data is assigned to a specific component for prediction.