30 datasets found

Indian_kpca: 1417x614x40 (training 10%)

indian_cut_less_reduced_training indian_cut_less_reduced_test (39 land-cover classes)

Test doppel up

Parallel training of a SVM classification model achieving a speed-up using raw remote sensing data. HPC Resource used in analytics is JUDGE cluster of the JUELICH Supercomputing...

1) Size: 972x1188x5 rome_training (77542 vectors) rome_test (697859 vectors) LIB_SVM-matlab accuracy: 74.2726% (518318/697859) Training time: 1736.197890 seconds. Test time:...

piSVM version 1.2.1 Deployment JUDGE cluster of the Juelich Supercomputing Centre in Germany Parallel Support Vector Machine (SVM) classification runs to analyse remote sensing...

Test doppel up

1) Indian raw: 1417x614x200 (training 10% and test) 2) Indian processed:1417x614x30 (training 10% and test)

piSVM version 1.2.1 Deployment JUDGE cluster of the Juelich Supercomputing Centre in Germany Parallel Support Vector Machine (SVM) classification runs to analyse remote...

Attribute area

piSVM version 1.2; configuration: -o 1024 -q 512 -c 10000 -g 16 -t 2 -m 1024 -s 0; 55 features; SDAP build on high-resolution (0.6m) panchromatic image and on pansharpened...

Multispectral Image: Rome, Italy, QuickBird satellite 1) Size: 972x1188x5 rome_training (77542 vectors) rome_test (697859 vectors) LIB_SVM-matlab accuracy: 74.2646%...

Test

Rain and Hail data from Cuerda del Pozo reservoir (Soria, Spain) in January 2013

indian_kpca_reduced_training indian_kpca_reduced_test (10 land-cover classes)

2678x614x189

Indian_kpca: 1417x614x40 (test)

atmospheric, flux, soil, tree physiological and water quality measurements at SMEAR Hyytiälä research station of the University of Helsinki.

indian_cut_reduced_training indian_cut_reduced_test (10 land-cover classes)

SVM training and test inertia