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Rammelkamp, Kristin and Gasnault, Olivier and Bedford, Candice C. and Dehouck, Erwin and Schröder, Susanne (2023) The Impact of Compositional Changes on Random Forest Predictions: Applicationto ChemCam LIBS Data from Gale Crater, Mars. Lunar and Planetary Science Congress 2023, 2023-03-13 - 2023-03-17, The Woodlands, Texas, USA.
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Official URL: https://www.hou.usra.edu/meetings/lpsc2023/pdf/2131.pdf
Abstract
We present statistics on ChemCam LIBS data from Gale crater. Predictions of a random forest classifier are compared to unsupervised clustering of the same data.
| Item URL in elib: | https://elib.dlr.de/202242/ | ||||||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Poster) | ||||||||||||||||||||||||
| Title: | The Impact of Compositional Changes on Random Forest Predictions: Applicationto ChemCam LIBS Data from Gale Crater, Mars | ||||||||||||||||||||||||
| Authors: |
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| Date: | March 2023 | ||||||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||||||
| Keywords: | LIBS, Mars, ChemCam, machine learning, random forest | ||||||||||||||||||||||||
| Event Title: | Lunar and Planetary Science Congress 2023 | ||||||||||||||||||||||||
| Event Location: | The Woodlands, Texas, USA | ||||||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||||||
| Event Start Date: | 13 March 2023 | ||||||||||||||||||||||||
| Event End Date: | 17 March 2023 | ||||||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||||||||||
| HGF - Program Themes: | Robotics | ||||||||||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||||||||||
| DLR - Program: | R RO - Robotics | ||||||||||||||||||||||||
| DLR - Research theme (Project): | R - OptoRob [RO] | ||||||||||||||||||||||||
| Location: | Berlin-Adlershof | ||||||||||||||||||||||||
| Institutes and Institutions: | Institute of Optical Sensor Systems > In-Situ Sensing | ||||||||||||||||||||||||
| Deposited By: | Rammelkamp, Kristin | ||||||||||||||||||||||||
| Deposited On: | 22 Jan 2024 07:44 | ||||||||||||||||||||||||
| Last Modified: | 24 Apr 2024 21:02 |
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