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ARC Code TI: IND: Creation and Manipulation of Decision Trees from Data

Published by Ames Research Center | National Aeronautics and Space Administration | Catalog Last Checked: July 14, 2026 at 11:31 PM | Dataset Last Updated: March 31, 2025
IND is applicable to most data sets consisting of independent instances, each described by a fixed length vector of attribute values. An attribute value may be a number, one of a set of attribute specific symbols, or omitted. One of the attributes is delegated the 'target' and IND grows trees to predict the target. Prediction can then be done on new data or the decision tree printed out for inspection.

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Complete Metadata
@type dcat:Dataset
accessLevel public
accrualPeriodicity irregular
bureauCode 
[
  "026:00"
]
contactPoint 
{
  "fn": "Scott Goodwin",
  "@type": "vcard:Contact",
  "hasEmail": "mailto:scott.goodwin@nasa.gov"
}
description IND is applicable to most data sets consisting of independent instances, each described by a fixed length vector of attribute values. An attribute value may be a number, one of a set of attribute specific symbols, or omitted. One of the attributes is delegated the 'target' and IND grows trees to predict the target. Prediction can then be done on new data or the decision tree printed out for inspection.
distribution 
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    "mediaType": "text/plain",
    "downloadURL": "https://nasa-public-data.s3.amazonaws.com/iss-coords/2021-04-06/ISS_OEM/ISS.OEM_J2K_EPH.txt"
  },
  {
    "@type": "dcat:Distribution",
    "title": "Public Distribution File",
    "format": "XML",
    "mediaType": "application/xml",
    "downloadURL": "https://nasa-public-data.s3.amazonaws.com/iss-coords/2021-04-06/ISS_OEM/ISS.OEM_J2K_EPH.xml"
  },
  {
    "@type": "dcat:Distribution",
    "title": "XMLsightingData_citiesINT01",
    "format": "XML",
    "mediaType": "application/xml",
    "downloadURL": "https://nasa-public-data.s3.amazonaws.com/iss-coords/2021-04-06/ISS_sightings/XMLsightingData_citiesINT01.xml"
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  {
    "@type": "dcat:Distribution",
    "title": "XMLsightingData_citiesINT02",
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  },
  {
    "@type": "dcat:Distribution",
    "title": "XMLsightingData_citiesINT03",
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    "downloadURL": "https://nasa-public-data.s3.amazonaws.com/iss-coords/2021-04-06/ISS_sightings/XMLsightingData_citiesINT03.xml"
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  {
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    "title": "XMLsightingData_citiesINT04",
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    "mediaType": "application/xml",
    "downloadURL": "https://nasa-public-data.s3.amazonaws.com/iss-coords/2021-04-06/ISS_sightings/XMLsightingData_citiesINT04.xml"
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  {
    "@type": "dcat:Distribution",
    "title": "XMLsightingData_natparksUSA01",
    "format": "XML",
    "mediaType": "application/xml",
    "downloadURL": "https://nasa-public-data.s3.amazonaws.com/iss-coords/2021-04-06/ISS_sightings/XMLsightingData_natparksUSA01.xml"
  },
  {
    "@type": "dcat:Distribution",
    "title": "XMLsightingData_natparksUSA02",
    "format": "XML",
    "mediaType": "application/xml",
    "downloadURL": "https://nasa-public-data.s3.amazonaws.com/iss-coords/2021-04-06/ISS_sightings/XMLsightingData_natparksUSA02.xml"
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]
identifier OCIO-Fitara-121
issued 2015-07-21
keyword 
[
  "data-processing",
  "decision-tree",
  "ind",
  "manipulation",
  "prediction"
]
landingPage http://ti.arc.nasa.gov/opensource/projects/ind/
modified 2025-03-31
programCode 
[
  "026:046"
]
publisher 
{
  "name": "Ames Research Center",
  "@type": "org:Organization"
}
theme 
[
  "Management/Operations"
]
title ARC Code TI: IND: Creation and Manipulation of Decision Trees from Data

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