Deprecated: $wgMWOAuthSharedUserIDs=false is deprecated, set $wgMWOAuthSharedUserIDs=true, $wgMWOAuthSharedUserSource='local' instead [Called from MediaWiki\HookContainer\HookContainer::run in /var/www/html/w/includes/HookContainer/HookContainer.php at line 135] in /var/www/html/w/includes/Debug/MWDebug.php on line 372
Best learned models : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features - MaRDI portal

Best learned models : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features

From MaRDI portal
Dataset:6697663



DOI10.5281/zenodo.10246153Zenodo10246153MaRDI QIDQ6697663

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 1 December 2023

Copyright license: No records found.



Best learned models (Gaussian Processes, Random Forest, Multilayer Perceptron and Lightweight Temporal Self-Attention models) for each region based on the classification data set DS-A with seed 0 (see description here).Models: GP non spatial, GP spatial (sum), GP spatial (product),RF non spatial, RF spatial, MLP non spatial, MLP spatial, LTAE non spatial, LTAE spatialFor further details see section VI-C of the pre-print article "Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features ". This article is available here.The implementation of the models is available in the open source repository.






This page was built for dataset: Best learned models : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features